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Saved research · 526 exported entries

Forecasts as they were recorded.

Original probabilities, research notes and kill criteria from this saved export. Coverage is limited to the entries included here.

Export timestamp: · Snapshot date: 2026-06-26

196 of 526 entries include a resolution date. Outcomes and scores are not recorded in this export, and have not been refreshed on this page. A resolution date alone does not establish how a call resolved.

Selected structural calls · 48

Calls marked 'stand behind' in the saved export; current conviction has not been rechecked.

Cheap silicon-carbide chip wafers stay cheap through 2026, because the EV-chip glut isn't clearing and the hyped 'EV bottleneck' was oversupplied all along.

68% saved convictionlikelyresolution 2026-12-31outcome not recorded in exportsubstitution_cascade
read the why
the exact callBy 2026-12-31, is the 150mm SiC substrate average selling price ≥ 20% BELOW its 2023 level (Yole/TrendForce) — substrate is over-supplied and the rent fails to materialize, so the 2021-23 'SiC is THE EV bottleneck' narrative was hype-overpriced?
saved rationaleThe 'cuts both ways' call: a LONG-DATED, HOT narrative is over-priced, not under-priced. SiC substrate was hyped as THE EV-electrification bottleneck (2021-23). REALITY: EV demand decelerated, 200mm capacity flooded in, silicon IGBT + GaN substitute at lower voltages — so the price of the supposed chokepoint FALLS, the scarcity signal of an over-supplied layer. PHYSICAL METRIC: 150mm substrate ASP (Yole/TrendForce wafer-price tracking), NOT Wolfspeed's revenue (an idiosyncratic near-insolvency story). Instrument = WOLF (side-tag, distressed). DISCONFIRMER: an EV reacceleration + 800V adoption could tighten SiC again — possible, hence P 0.68 not 0.9.
original kill criterion150mm SiC substrate ASP holds within 20% of (or above) its 2023 level — substrate scarcity was real; the bottleneck thesis held.

Ultra-pure helium stays at least twice its old price into mid-2027. Qatar's blown-up plant takes years to rebuild and chip fabs have no substitute.

71% saved convictionlikelyresolution 2027-06-30outcome not recorded in exportstructural_supply
read the why
the exact callThrough 2027-06-30, does ultra-pure 6N helium hold at or above 2x its February-2026 pre-strike price (named public bulk-liquid/6N benchmark: gasworld/Kornbluth bulk-liquid index or disclosed Asian distributor contract) driven by the Ras Laffan LNG Train 4/6 byproduct lock?
saved rationaleQatar ~30% of world helium, byproduct-locked to Ras Laffan LNG Trains 4/6; output zero since 6-Mar-2026, force majeure, fatal 21-Jun restart explosion, CEO says 3-5yr rebuild. No scalable storage (~45d liquid life), BLM reserve sold, Amur cut off. Level is priced; 2x-persistence-to-mid-2027 is not tradeable and adjacent Hormuz market (~59%) prices the WRONG catalyst (shipping reopen, not train rebuild). clause_p 0.71 vs vision 0.83 for demand-softening + private-price resolution ambiguity.
original kill criterion
  • Ras Laffan helium output restored to a sustained run-rate near pre-strike level before 2027-06-30
  • Named public 6N/bulk-liquid benchmark falls back to within 25% of Feb-2026 level on a sustained 3-month basis before 2027-06-30

Loans on apartment buildings keep going bad, topping 9% by late 2027, as cheap interest-rate protection from 2021-22 expires and breaks the soft landing.

60% saved convictionleanresolution 2027-09-30outcome not recorded in exportstructural_credit
read the why
the exact callDoes the Trepp multifamily CMBS delinquency rate print above 9.0% in at least one month by 2027-09-30 (from 7.71% Apr-2026), as the 2021-22 floating-rate bridge vintage plus expiring rate caps break the apartment soft-landing?
saved rationaleInelastic input = the rate cap itself: 2021-22 floating-rate bridge loans in CRE CLOs underwritten with cheap short-dated caps bought near-zero SOFR; caps expire 2025-26 before maturity, replacement cost trips DSCR<1.0x with no base-rate move, layered on a $539B+ 2026 maturity wall. Print accelerating (+30bps Mar, +56bps Apr to 7.71%) while live narrative softens (spreads tightening, refi window widening). Resolves on a monthly third-party metric; 9-handle historically = deep recession. clause_p 0.60: kill paths real.
original kill criterionTrepp multifamily CMBS delinquency stays at or below 9.0% every month through 2027-09-30

Waiting times for big power-plant gas turbines stay over three years through 2027, so the turbine queue, not power in general, throttles AI data centers.

72% saved convictionlikelyresolution 2027-12-31outcome not recorded in exportconstraint_migration
read the why
the exact callBy 2027-12-31, does the quoted delivery lead-time for a new heavy-duty (≥100 MW, F/H-class) gas turbine remain ≥ 3 years (next available OEM slot in 2030+) — turbine SLOTS, not generation broadly, are the binding pace-setter for AI firm power?
saved rationaleOBVIOUS/PRICED: 'AI needs power' (IEA/banks already forecast datacenter load). DEEPER: the binding input is FIRM dispatchable power = heavy-duty gas turbines, and the big-three (GE Vernova, Siemens Energy, Mitsubishi) are booked to ~2028-2029 — turbine SLOTS, not MW in the abstract, are the constraint. PHYSICAL METRIC: the delivery lead-time / next-available-slot year (OEM disclosures + trade press: Reuters, S&P Global), NOT any one OEM's revenue (which blends share, pricing, execution). Instrument = GEV/Siemens Energy/Mitsubishi (side-tag). DISCONFIRMER: behind-the-meter solar+storage or SMRs could substitute — but neither delivers 24/7 firm power at datacenter scale this decade.
original kill criterionHeavy-duty gas-turbine lead-time falls below 3 years (slots open up) — turbine supply was elastic, not the binding pace-setter.

Airlines keep flying older planes through 2027 as new-jet deliveries lag, so the money flows to engine repair shops and spare parts, not new aircraft.

66% saved convictionleanresolution 2027-12-31outcome not recorded in exportconstraint_migration
read the why
the exact callBy 2027-12-31, does the global commercial passenger-jet fleet average age remain ≥ 12.0 years (Cirium) — delivery shortfalls force airlines to fly older fleets longer, so engine shop-visit & spare-parts capacity (the aftermarket), not new-aircraft delivery, is where capacity binds?
saved rationaleOBVIOUS/PRICED: the Boeing/Airbus delivery shortfall. DEEPER: with new jets scarce and LEAP/GTF showing premature blade/coating wear, airlines fly OLD fleets longer → engine shop-visit and spare-parts capacity bind, and the OEM aftermarket (GE Aerospace, RTX) captures the rent. PHYSICAL METRIC: the fleet's average AGE (Cirium) — the direct symptom of the binding aftermarket — not any OEM's revenue. Instrument = GE Aerospace / RTX (side-tag). DISCONFIRMER: a delivery catch-up at Boeing/Airbus would let airlines retire old jets and lower fleet age — but their ramps keep slipping. P 0.66.
original kill criterionGlobal fleet average age falls below 12.0 years by 2027 — deliveries caught up and the aftermarket was not the binding layer.

Turning uranium into reactor-ready gas stays expensive through 2027, because only three Western plants do it and they can't catch up to the nuclear revival.

62% saved convictionleanresolution 2027-12-31outcome not recorded in exportpolicy_scarcity
read the why
the exact callBy 2027-12-31, does the uranium CONVERSION spot price (UF6, $/kgU) stay ≥ $40 — the binding layer of the nuclear-fuel revival is conversion capacity (a 3-plant Western oligopoly), not mined uranium?
saved rationaleOBVIOUS/PRICED: the uranium bull market / nuclear revival (priced via miners + uranium ETFs). DEEPER: between the mine and enrichment sits CONVERSION (U3O8→UF6) — a Western 3-plant oligopoly (Cameco Port Hope, Orano, ConverDyn restarting) structurally short after a decade of underinvestment, with Rosatom supply at geopolitical risk; conversion price rose MORE than uranium itself (~$6→$40+/kgU). PHYSICAL METRIC: conversion spot ($/kgU, UxC), not a miner's revenue. DISCONFIRMER: ConverDyn's Metropolis restart + Russian conversion re-entering could soften it below $40 by 2027. P 0.62.
original kill criterionUF6 conversion spot falls below $40/kgU by 2027 — conversion capacity caught up; it was not the binding layer.

By 2027 most new AI servers ship with liquid cooling, because the hottest GPU racks can't be air-cooled, making plumbing mandatory data-center gear.

62% saved convictionleanresolution 2027-12-31outcome not recorded in exportconstraint_migration
read the why
the exact callBy 2027-12-31, does the liquid-cooling attach rate on new AI-accelerator server deployments exceed 40% (Dell'Oro/IDC) — >100 kW racks force direct-to-chip liquid cooling, so the thermal layer becomes mandatory datacenter infrastructure?
saved rationaleOBVIOUS/PRICED: GPUs (NVDA). DEEPER: GB200-class racks (>100 kW) make air cooling physically impossible → direct-to-chip liquid cooling + CDUs become mandatory infrastructure. PHYSICAL METRIC: the liquid-cooling ATTACH RATE on new AI servers (Dell'Oro/IDC) — the adoption of the mandatory layer itself — not Vertiv's revenue (which blends pricing/share/segments). HONEST: this layer is now WELL-COVERED (saturation 0.52 — the cooling names re-rated hard), so it is PARTLY priced; the call is whether adoption goes mainstream. Instrument = Vertiv et al. (side-tag). DISCONFIRMER: cheaper rear-door heat-exchangers or hyperscaler in-housing could slow direct-to-chip attach. P 0.62.
original kill criterionLiquid-cooling attach rate on new AI servers stays below 30% through 2027 — air cooling held; the thermal layer was not the binding mandatory infrastructure.

A full monthly dose of a brand-name weight-loss drug drops to $199 cash or less by 2027, as cheap-to-make pills crack the old injectable supply chokehold.

58% saved convictionleanresolution 2027-12-31outcome not recorded in exportstructural_supply
read the why
the exact callBy 2027-12-31, is at least one branded GLP-1 (Lilly or Novo) publicly listed at a FULL maintenance therapeutic dose for $199/month or less cash self-pay (ex-insurance/Medicare), i.e. the maintenance-dose floor, not an intro/low-dose teaser?
saved rationaleHistorical inelastic input (SPPS peptide fill-finish that let injectables ration supply) dissolved by two oral entrants (orforglipron/Foundayo FDA-approved 1-Apr-2026 at $299 maint; oral semaglutide $249 maint) on cheap chemical synthesis. Jan-1-2027 semaglutide Medicare MFP ~$274 resets the reference anchor. Full-maintenance floor ~$249-299, only ~$50 from $199; direction is consensus but the maintenance-tier $199 threshold is not in sell-side per-script models. clause_p 0.58: makers deliberately tier intro low / maintenance high.
original kill criterion
  • Lowest listed FULL-maintenance cash dose from BOTH Lilly and Novo stays above $200 through 2027
  • Full doses re-rationed so not freely cash-available
  • Full-dose orforglipron/oral semaglutide stay priced well above starter doses

Some AI data-center loan gets downgraded or a GPU-cloud startup goes bust by 2027, as used-chip values crash and 3-year loans come due against shrunken collateral.

58% saved convictionleanresolution 2027-12-31outcome not recorded in exportstructural_credit
read the why
the exact callBy 2027-12-31, is at least one GPU-backed or AI-datacenter debt facility downgraded at least one notch, OR a neocloud carrying over $500M of debt restructures or files Chapter 11 (a distressed event, not a routine maturity extension)?
saved rationale31-Mar-2026 Moody's/DBRS stamped CoreWeave $8.5B DDTL 4.0 at A3/A(low) (first IG GPU-backed financing, non-recourse, single $14.2B Meta anchor); $3.1B follow-on oversubscribed. >$20B GPU-backed debt, used-H100 ~halved, rentals -60-75% from peak. 2024-vintage 3yr loans mature 2026-27 against fallen collateral; one anchor deferral trips a non-recourse SPV. Trigger disjunctive over a fragile FCF-negative stack. clause_p 0.58 vs vision 0.80: inference propped rentals to ~$2.35/hr + 'restructure' resolution ambiguity (tightened to exclude benign extensions).
original kill criterion
  • All GPU-backed/AI-datacenter facilities hold or are upgraded AND no >$500M-debt neocloud restructures or files Ch.11 through 2027-12-31
  • A routine covenant amendment or maturity extension lenders do not treat as distressed does NOT count

Nickel likely doesn't break $20,000 a ton before 2028, because the Gulf acid squeeze meant to choke battery-nickel supply is already reversing.

60% saved convictionleanresolution 2027-12-31outcome not recorded in exportstructural_supply
read the why
the exact callDoes LME 3-month nickel print above $20,000/t at least once before 2027-12-31 (from ~$16,900, May-2026 high ~$19,600) as a Gulf sulfur/sulfuric-acid squeeze throttles Indonesian HPAL and flips the battery-nickel segment into deficit?
saved rationaleBattery-grade Class-1 nickel runs through HPAL, which runs on sulfuric acid from Gulf elemental sulfur (75-80% via Hormuz). CFR sulfur ~$101 (Jul-24) to ~$910/t now; acid 65-70% of MHP cash cost; Huayou cut one plant ~50%. Sell-side still calls surplus (~$17.5k end-2027). Edge is magnitude/decoupling (acid not ore gates the battery segment), but driver is REVERSING (US-Iran deal 17-Jun, record transit 21-Jun) and LME 3M is the loosest-coupled instrument to a sulfate-specific deficit. clause_p 0.40: below coin-flip, touch-once ~2% above May high.
original kill criterion
  • Hormuz/sulfur normalizes (CFR sulfur below ~$550/t to Indonesia) and HPAL restarts to full
  • LME 3M nickel stays below $18,000/t for all of 2027 as ore surplus dominates

Cobalt probably stays below $75,000 a ton through 2027, because stockpiles outside Congo keep cushioning the export-cap shortage longer than the bet allows.

66% saved convictionleanresolution 2027-12-31outcome not recorded in exportstructural_supply
read the why
the exact callDoes standard-grade cobalt metal print a monthly average at or above $75,000/t (~$34/lb) for at least one calendar month between 2026-09-01 and 2027-12-31, as the DRC 96,600 t/yr export cap forces a second leg once the ex-DRC refined stockpile (holding H1-2026 near $56,000/t) draws down?
saved rationaleDRC ~75% of mined cobalt; hard ~96,600 t/yr cap vs ~220,000 t capacity. Metal jumped ~167% to ~$56k then FLAT through H1-2026 because the ex-DRC/Chinese refined stockpile cushions a ~10,700 t 2026 deficit. Bet = buffer empties H2-2026 and the marginal ton clears above the muted ~$16/lb sell-side curve. Direction priced, $75k level above every published forecast. clause_p 0.34: H1 flatness shows buffer still cushioning, sovereign cap discretion + backlog + substitution cap the odds well below the 0.64 catalyst-story strength.
original kill criterion
  • DRC sharply raises/relaxes the cap or floods the >50% unshipped backlog
  • LFP + low-cobalt high-nickel substitution cuts demand so metal never holds a monthly avg >=$75,000/t through 2027
  • Spot stays in the $50-65k band held through H1-2026

By 2027 a market forms for the right to plug huge data centers into the PJM grid, and those energized hookups trade at over twice the price of bare land.

57% saved convictionleanresolution 2027-12-31outcome not recorded in exportconstraint_migration
read the why
the exact callBy 2027-12-31, does PJM run a live co-location / Firm Contract Demand interconnection product (per FERC's Dec-2025 order, EL25-49) AND does a secondary market form where sites holding an executed large-load interconnection agreement transact above 2x comparable unpowered-land valuations?
saved rationaleBelow 'data-center power' the rent migrates off generation and generic powered land onto a FERC-minted, transferable large-load interconnection / co-location 'Firm Contract Demand' right, an energized-capacity socket. FERC's Dec-2025 co-location order (EL25-49) starts minting it. Market half-prices the direction; the specific energized-capacity right is unpriced. P 0.57, priced ~0.58.
original kill criterionFERC co-location reform stalls or is reversed AND broad queue/study reform cuts large-load energization waits below ~3 years by 2027, collapsing the scarcity premium.

Cheap gas stays stranded in Appalachia at a steep discount through 2028, because the binding limit is pipeline capacity and permits, not the gas itself.

62% saved convictionleanresolution 2028-12-31outcome not recorded in exportconstraint_migration
read the why
the exact callBy 2028-12-31, does the Appalachian (Eastern Gas South / Dominion South) natural-gas basis DISCOUNT to Henry Hub stay ≥ $0.40/MMBtu — interstate pipeline TAKEAWAY + permitting, not gas supply, is the binding layer getting molecules to datacenter load?
saved rationaleOBVIOUS/PRICED: 'AI needs gas' (priced via producers + turbines, see the firm-power calls). DEEPER: the cheapest US molecules sit STRANDED in Appalachia — the binding step is interstate pipeline TAKEAWAY + FERC permitting (Mountain Valley took ~a decade), and PJM datacenter load is far from the wellhead. PHYSICAL METRIC: the Appalachian basis DISCOUNT (the realized stranded-gas signal) — wide discount = takeaway-constrained — not any producer's revenue. DISCONFIRMER: a permitting-reform wave or datacenters siting AT the wellhead (behind-the-meter) would narrow the basis. P 0.62.
original kill criterionAppalachian basis discount narrows below $0.40/MMBtu through 2028 — takeaway got built (or sited around); pipeline was not the binding layer.

Electrician pay rises faster than electrical-equipment prices through 2028, because skilled trades, not gear, are the real bottleneck on building out the grid.

58% saved convictionleanresolution 2028-12-31outcome not recorded in exportconstraint_migration
read the why
the exact callBy 2028, does US electrician (BLS SOC 47-2111) median-wage growth over 2024→2028 exceed the growth in the power-&-distribution-transformer PPI over the same window — skilled LABOUR, not equipment, is the binding electrification cost?
saved rationaleOBVIOUS/PRICED: equipment shortages (transformers, switchgear). DEEPER: you cannot install the grid without electricians + linemen, an aging trade with a thin apprenticeship pipeline and no import substitute (labour is the most inelastic input of all). As equipment PPI eventually mean-reverts (capacity is being added), WAGE growth persists. DISCONFIRMER: a construction-demand recession would slacken trades wages faster than equipment — possible, hence a humble P 0.58.
original kill criterionElectrician median-wage growth lags transformer-PPI growth over 2024→2028 — equipment, not labour, stayed the binding cost.

The glass-vial and syringe supply chain probably isn't the main bottleneck for injectable drugs through 2028; this narrower bet is unlikely to hold.

75% saved convictionlikelyresolution 2028-12-31outcome not recorded in exportconstraint_migration
read the why
the exact callGiven a binding injectable-delivery constraint, is the PRIMARY-CONTAINER + GLASS SUPPLY CHAIN (prefilled-syringe / cartridge forming, elastomer, and the borosilicate tubing beneath them) the binding pace-setter through 2028?
saved rationaleMECE FIX (review): the old web double-counted 'components' and 'tubing' as siblings though tubing is the feedstock OF the containers. Now ONE container +glass-chain layer (0.25), split by depth below into forming vs tubing.
original kill criterionContainer + glass supply clears within quoted lead times while another layer binds — the glass chain was elastic.

Prefab and factory-built electrical gear probably won't relieve the electrician shortage before 2028, so the labor crunch likely stays tight.

65% saved convictionleanresolution 2028-12-31outcome not recorded in exportconstraint_migration
read the why
the exact callGiven trades labour is the binding pace-setter, does the constraint EASE before 2028 as prefab/modular shifts hours out of the licensed field?
saved rationaleRelief tail (0.35): factory-skid substations + prefab + visa expansion.
original kill criterionThe electrician wage premium over transformer PPI persists through 2028.

Starlink still runs most of the world's low-orbit internet satellites through 2028, because it locked up the spectrum and head start that latecomers can't buy back.

62% saved convictionleanresolution 2028-12-31outcome not recorded in exportconstraint_migration
read the why
the exact callBy 2028-12-31, does Starlink still operate ≥ 60% of the world's LEO broadband satellite capacity — the durable rent of the satellite-internet land-grab migrated from the (now-commoditized) rocket to the spectrum + laser-mesh + ground layer Starlink locked first, so late-funded entrants (Kuiper, Guowang, OneWeb) cannot dislodge it?
saved rationaleOBVIOUS/PRICED: cheap launch + the satellite-internet boom (Kuiper's ~$10B, China's Guowang). DEEPER: once launch is commoditized the BINDING/durable layer is the regulated SPECTRUM priority (ITU/FCC NGSO Ku/Ka), the operational laser INTER-SATELLITE MESH, and the ground/peering network — and Starlink locked the spectrum, flies thousands of lasered sats, and runs the ground footprint TODAY. Capital alone can't buy back spectrum priority + a multi-year operational head start. PHYSICAL METRIC: operational LEO-broadband capacity share (space-track sat counts × throughput, industry trackers), not revenue. DISCONFIRMER: Amazon Kuiper (AWS bundling + deep pockets) or state-backed Guowang could scale faster than expected. P 0.62.
original kill criterionStarlink's share of operational LEO broadband capacity falls below 60% by 2028 — the spectrum/mesh/ground moat was contestable with capital; the comms rent distributed.

The firms that build electrical substations won't be the main thing pacing power projects through 2028. Other bottlenecks bite first.

90% saved convictionnear certainresolution 2028-12-31outcome not recorded in exportconstraint_migration
read the why
the exact callGiven the binder has migrated off equipment-supply, is specialised EPC / heavy-construction CAPACITY the binding pace-setter through 2028?
saved rationaleExecution-capacity leg (0.10): substation EPC firm capacity is finite.
original kill criterionSubstation EPC throughput keeps pace while another layer is cited.

The wait and permits to connect new power plants to the grid probably aren't the single pace-setter for the buildout through 2028.

73% saved convictionlikelyresolution 2028-12-31outcome not recorded in exportpolicy_scarcity
read the why
the exact callGiven the binder has migrated off equipment, is INTERCONNECTION-QUEUE / transmission-permitting throughput the binding pace-setter through 2028?
saved rationaleStrong alternative (0.27): interconnection-queue durations can pace energized MW independent of labour.
original kill criterionMedian interconnection-queue duration falls while another layer is cited.

New power projects keep waiting four-plus years just to plug into the grid through 2028. The hold-up is the queue and wires, not solar panels or turbines.

70% saved convictionlikelyresolution 2028-12-31outcome not recorded in exportpolicy_scarcity
read the why
the exact callBy 2028-12-31, does the median US interconnection-queue duration for completed projects remain ≥ 4 years (LBNL/Berkeley-Lab data) — the QUEUE + transmission, not panels/turbines, is the binding constraint on new power?
saved rationaleOBVIOUS/PRICED: the clean-energy + datacenter buildout (generation hardware). DEEPER: ~2.6 TW sits in interconnection queues and the median completed project now waits ~5 years; the binding constraint is the QUEUE / transmission / study process, not the panels or turbines. FERC Order 2023 aims to speed it. DISCONFIRMER: queue reform + cluster studies could cut durations below 4y by 2028 — a real reform path, hence P 0.70 not higher.
original kill criterionMedian completed-project queue duration falls below 4 years by 2028 — the process bottleneck was relieved.

China's exports of the powerful rare-earth magnets in EVs and wind turbines drop at least a quarter below 2023 by 2028, as it hoards the one step it dominates.

60% saved convictionleanresolution 2028-12-31outcome not recorded in exportpolicy_scarcity
read the why
the exact callBy 2028-12-31, has China's permanent-magnet (NdFeB) export VALUE fallen ≥ 25% below its 2023 level — Oct-2025 export controls + decoupling making ex-China magnet-MAKING (not ore, not oxides) the binding constraint?
saved rationaleOBVIOUS/PRICED: rare-earth ORE / mining (MP Materials repriced after the Oct-2025 China megacontrol). DEEPER: China makes ~90% of SINTERED NdFeB magnets — the binding layer is magnet FABRICATION ex-China, not the element. The realized footprint of that chokepoint is China's own magnet exports declining as it weaponizes the cornered step. DISCONFIRMER: China could keep exporting magnets (rents from selling finished goods) while restricting only ore — then exports DON'T fall. Genuinely two-sided; hence P 0.60, not higher.
original kill criterionChina magnet-export value is within 25% of (or above) its 2023 level at 2028 — the chokepoint did not bind exports.

Final assembly of injector pens isn't the main bottleneck holding back GLP-1 and other injectable drugs through 2028. Something earlier in the line binds first.

70% saved convictionlikelyresolution 2028-12-31outcome not recorded in exportconstraint_migration
read the why
the exact callGiven a binding injectable-delivery constraint, is DEVICE / COMBINATION-PRODUCT ASSEMBLY (automated autoinjector + pen final assembly) the binding pace-setter through 2028?
saved rationaleThe live GLP-1 tell (0.30): Novo/Lilly were constrained on PEN assembly throughput, not molecule.
original kill criterionAutoinjector/pen assembly keeps pace while another layer binds.

By 2028 the thing slowing the US electric buildout shifts away from hardware like transformers toward softer limits like labor and permits.

68% saved convictionlikelyresolution 2028-12-31outcome not recorded in exportconstraint_migration
read the why
the exact callThrough 2028-12-31, does the US electrification binder migrate OFF equipment (transformers/switchgear) to a non-equipment layer that paces project completion? [structural root v2, re-priced 0.78→0.68 on review 2026-06-05]
saved rationaleRe-priced 0.78→0.68 (review): as of mid-2026 transformer lead times are STILL rising (~128 weeks), so betting the binder has fully migrated off equipment by 2028 is less certain — the migration may be mid-flight at resolution. Residual ~0.32 = equipment stays the binder / elastic.
original kill criterionBy 2028, equipment lead-times remain the single cited bottleneck and no non-equipment layer paces completion (root FALSE → voided).

Long-distance and offshore power lines keep waiting four-plus years for the converter stations only three firms build. That trio, not cable or towers, is the chokepoint through 2028.

68% saved convictionlikelyresolution 2028-12-31outcome not recorded in exportconstraint_migration
read the why
the exact callBy 2028-12-31, does the quoted lead-time for a new HVDC converter station / valve hall remain ≥ 4 years — the binding layer of the transmission + offshore-wind buildout is the converter-valve oligopoly (Hitachi Energy, Siemens Energy, GE Vernova), not cable or towers?
saved rationaleOBVIOUS/PRICED: the grid / transmission buildout (broad; see the interconnection-queue call). DEEPER: long-distance + offshore-wind + grid interties increasingly need HVDC, and the converter STATIONS / valve halls (high-power IGBT/thyristor valves) are a 3-firm oligopoly booked to ~2030 (TenneT's multi-€10B framework went straight to the big-three) — the binding node, not the cable or the steel towers. PHYSICAL METRIC: converter-station lead-time (OEM + utility framework disclosures), not an OEM's revenue. DISCONFIRMER: capacity additions by the big-three or non-Western (Chinese) suppliers could shorten lead-times. P 0.68.
original kill criterionHVDC converter-station lead-time falls below 4 years by 2028 — the valve-hall oligopoly added capacity; it was not the binding layer.

Research-board entries · 102

Saved research on where scarcity and value could move.

Ultra-pure helium stays at least double its early-2026 price into mid-2027, because Qatar's plant feeds it as a byproduct of damaged gas lines that take years to rebuild, with no backup supply.

71% saved convictionlikelyresolution 2027-06-30outcome not recorded in exportsemiconductors / industrial gases
read the why
the exact callUltra-pure (6N) helium holds at or above 2x its February-2026 pre-strike price through 30 June 2027, because Ras Laffan helium is byproduct-locked to LNG Trains 4/6 that QatarEnergy's own CEO says take 3-5 years to rebuild, with no storage and no strategic reserve to bridge the gap. P=0.71.
saved rationaleResolves in window (~12 months, physical imbalance already open and clearing only on a multi-year rebuild). Genuinely partly unpriced: the price level is in the news but no liquid instrument prices 2x-persistence-through-mid-2027, the ground pack returned UNPRICED-UNSEEN, and the one adjacent traded signal (Hormuz reopening odds) prices the wrong event. Survives refute on substance: byproduct lock to Trains 4/6, CEO-stated 3-5 year repair, no storage, no reserve, and a failed/fatal restart all point YES; the live updates strengthen the structural case versus the candidate's stale H2-2026 normalization framing. Down-weighted clause_p from vision_p for demand-side softening risk and, mainly, resolution-source ambiguity on a private 6N price. Fix before logging: pin a single named public benchmark for settlement.
pricing view at exportFirst-order (helium up, level) is priced. Duration is contested: a normalization camp still calls gradual easing in H2-2026 as Helium 5 and other liquefiers ramp, while the physical record (CEO 3-5 years, no storage, no reserve, ~15% demand shortfall into 2027) favors persistence. The edge is that adjacent markets price the Hormuz shipping reopen (Manifold ~59%), which is the wrong catalyst; the binding event is the byproduct-plant rebuild.
watch this numberNamed public bulk-liquid/6N helium contract benchmark (gasworld / Kornbluth commentary, disclosed Asian distributor contract levels, already roughly doubled since March 2026); confirmed Ras Laffan helium-train restart and run-rate; SK Hynix/Samsung helium-recovery capex disclosures; distributor force-majeure/allocation notices to hospitals and labs.
original kill criterionRas Laffan helium output is restored to a sustained run-rate near its pre-strike level, OR a named public 6N/liquid-helium contract benchmark (e.g., gasworld/Kornbluth bulk liquid index, or a disclosed Asian distributor contract price) falls back to within 25% of its February-2026 level on a sustained 3-month basis, before 2027-06-30.

Even with 'too much nickel' headlines, the special battery-grade nickel gets scarce: an acid shortage in Indonesia chokes the supply, pushing its premium past $4,500 a ton by mid-2027.

59% saved convictionleanresolution 2027-06-30outcome not recorded in exportbattery metals / EV supply chain
read the why
the exact callA nickel surplus headline hides a battery-grade nickel sulfate squeeze: by 2027-06-30 the sulfate premium over LME 3-month nickel (Ni-contained) widens past $4,500/t as the Indonesian acid shortage curtails MHP
saved rationaleThe mechanism is independently confirmed: two stacked acid shocks (Hormuz closure plus China's May 1 export ban) hit acid-intensive Indonesian HPAL, MHP is curtailing now, and MHP is the swing feed for battery-grade sulfate that high-nickel NCM cannot quickly substitute. It resolves in window either by the imbalance clearing or by its kill (12.5 months to the date), and the specific $4,500/t spread is genuinely unpriced even though the theme is now public. We hold the dated call below our conviction in the thesis because the June 15 Hormuz peace deal opens a credible path for the sulfur side to ease before resolution, and because a $4,500/t blowout is a high bar against today's roughly $1,400/t premium.
pricing view at exportThe market prices one nickel number, the LME, and it is in structural surplus from Indonesian Class-2 NPI/FeNi for stainless. Analysts keep repeating that nickel is oversupplied, true for the metal and false for the Class-1 chemical chain (HPAL ore to MHP to nickel sulfate to high-nickel NCM precursor). The trade press (SMM, Fastmarkets, Argus, Mysteel) now openly discusses the MHP/sulfate squeeze, so the theme is no longer obscure, but almost no equity or auto-OEM model treats battery-grade sulfate as decoupling upward from a falling LME, and none has priced the specific $4,500/t magnitude. That dated magnitude is the unpriced leg, not the existence of a squeeze.
watch this numberWeekly (now fortnightly from June 26, 2026) battery-grade nickel sulfate price (SMM/Fastmarkets, Ni-contained) MINUS LME 3-month nickel; plus Fastmarkets MHP payable percent against the sulfate index, spot sulfur CIF Indonesia, and count of Indonesian MHP plants reporting output cuts.
original kill criterionThe premium falls or stays flat: sulfate (Ni-contained) trades within $2,000/t of LME nickel through 2027-06-30; OR the sulfur/acid squeeze resolves (spot sulfur to Indonesia falls below $600/t with no continued MHP curtailment) and MHP payables normalize above 90; OR LME nickel rallies hard enough that the spread compresses from the metal side rather than widening from the sulfate side.

Loans on apartment buildings keep going bad, with the delinquency rate topping 9% in some month by late 2027, as cheap 2021-22 floating-rate deals blow up despite the 'soft landing' talk.

60% saved convictionleanresolution 2027-09-30outcome not recorded in exportcommercial real estate / structured credit
read the why
the exact callThe 2021-22 floating-rate multifamily bridge vintage breaks the apartment soft-landing story: the Trepp multifamily CMBS delinquency rate prints above 9.0% in at least one month by 2027-09-30, from 7.71% in April 2026 (up from 6.94% in January and 4.62% a year earlier). P(clause) = 60%.
saved rationaleResolves cleanly in a monthly, third-party-published metric well inside the 3-18 month horizon; no liquid market prices the specific 9.0% threshold; and the call is contrarian to a live consensus that is softening even as the April 2026 print accelerates to 7.71%. The kill path (Fed cuts, agency takeouts, extend-and-pretend) is genuine, which is why clause_p sits at 0.60 not higher, but the dated falsifiability and the gap between accelerating reality and optimistic narrative make it a clean PROMOTE.
pricing view at exportNo liquid prediction market on the 9.0% threshold (data layer returns UNPRICED-UNSEEN and is otherwise blind to CRE). The mechanism is known to CMBS credit desks, but the live 2026 narrative is softening (CRED iQ: spreads tightening, refi window widening; First American: cap rates slipping), so a deep-recession-level 9-handle without a recession is a contrarian, not consensus, outcome.
watch this numberTrepp multifamily CMBS delinquency rate: 6.94% Jan 2026, 7.15% Mar 2026 (+30bps), 7.71% Apr 2026 (+56bps, +114bps YoY); prior peak 7.12% Oct 2025; 5.44% Mar 2025; 1.84% Mar 2024. Watch alongside multifamily special-servicing rate, CRE-CLO modification/extension counts, and the spread between cap-renewal cost and in-place loan coupon.
original kill criterionThe Trepp multifamily CMBS delinquency rate stays at or below 9.0% every month through 2027-09-30. Live kill paths: sharp Fed cuts cheapen cap renewals; agency or rescue capital takes out the maturing bridge vintage before default; or extend-and-pretend modifications keep loans classified current. The April 7.71% print and accelerating pace argue against this, but the kill mechanism is real and already partly in motion (tightening spreads, widening refi window).

A brand-name weight-loss shot from Lilly or Novo will list at $199 a month or less cash for a full ongoing dose by end-2027, as price competition cracks the high-margin franchise.

58% saved convictionleanresolution 2027-12-31outcome not recorded in exporthealthcare / pharma
read the why
the exact callBy 2027-12-31, at least one branded GLP-1 from Lilly or Novo is publicly listed at a FULL maintenance therapeutic dose for $199/month or less cash self-pay (ex-insurance, ex-Medicare). The threshold is measured at the maintenance-dose floor that patients pay to stay on the drug, which sits above the discounted intro-dose teaser.
saved rationaleResolves cleanly in window (18 months, a continuous observable cash price with dated catalysts already shipped). Genuinely unpriced as a tradeable instrument: market anchor returned UNPRICED-UNSEEN, no Manifold/Metaculus market, and the full-maintenance cash threshold is not carried in equity per-script models even though the falling direction is consensus. Survives refute on the merits, with the makers' deliberate maintenance-tier defense as the honest reason clause_p sits near 0.58 rather than high. Boom must be corrected: current full-maintenance floor is ~$249-299, not $499, which makes the move smaller and resolution more likely, but also means the bar is the maintenance tier specifically, not the already-sub-$199 intro doses.
pricing view at exportThe market prices the falling-cash-price trend as known but reads sub-$200 as loss-leader intro pricing, not the maintenance-dose floor; it still capitalizes GLP-1 as a durable high-margin franchise. The unpriced piece is the maintenance tier specifically crossing $199 under two-oral-molecule competition plus a 2027 Medicare reference reset.
watch this numberLowest publicly listed FULL-maintenance-dose cash price across LillyDirect (Zepbound vials, Foundayo 5.5mg+), NovoCare (Wegovy oral/injection maintenance); the intro-vs-maintenance dose price gap; gross-to-net and obesity volume commentary on Lilly/Novo quarterly calls.
original kill criterionThrough 2027 the lowest publicly listed FULL-maintenance-dose cash price from BOTH Lilly and Novo stays above $200 (makers defend the maintenance tier and keep sub-$200 confined to intro/low doses), OR supply is re-rationed so full doses are not freely cash-available, OR full-dose orforglipron and oral semaglutide stay priced well above their starter doses (current $149 starter vs $299 maintenance gap persists or widens).

The idea that GPUs make rock-solid loan collateral breaks by end-2027, when a chip-backed AI data-center loan gets downgraded or a debt-loaded cloud startup restructures or files bankruptcy.

58% saved convictionleanresolution 2027-12-31outcome not recorded in exportAI compute / structured credit
read the why
the exact callThe "GPU collateral is money-good" framing cracks: by 2027-12-31, at least one GPU-backed or AI-datacenter debt facility is downgraded a notch, OR a neocloud carrying over $500M of debt restructures or files Chapter 11. P = 58%.
saved rationaleIt resolves in window: the catalyst is not a date but a clearing imbalance, the 2024-vintage 3-year loans maturing 2026-27 that must refinance against collateral whose secondary value has already fallen. Eighteen months covers it. It is genuinely unpriced at the level that matters: there is no prediction market, the data layer is blind to the leverage/covenant layer (89% spine coverage but capability gap and zero relevant credit signals), and the live IG stamp plus oversubscription show the headline still treats GPU collateral as money-good even as credit commentary builds. It survives refute because the trigger is broadly disjunctive over a large, fragile, FCF-negative debt stack. I mark clause_p at 0.58, below vision_p 0.80, because the kill is a real live scenario (inference demand has propped rentals back to ~$2.35/hr) and because "restructures" carries resolution ambiguity that a benign extension could muddy. Tightened the clause to exclude routine extensions from counting.
pricing view at exportThe fresh IG stamp and the oversubscribed follow-on anchor the headline market to a clean-collateral, no-credit-risk view, so the downgrade/default path is not in the price even though sophisticated credit desks (widening AI-bond spreads, Oracle negative outlook, neocloud-risk analyst notes) are starting to name it. The data substrate tracks compute capability and supply but is blind to the leverage and covenant structure financing it, which is exactly the side no one is pricing.
watch this numberSecondary-market used-H100/H200 resale prices and the 1-year H100 rental contract index (the swing below the underwriting curve is the tell, not the ~$2.35/hr level); the standing A3 / A(low) rating on DDTL 4.0 as the live anchor to watch for a notch move; CoreWeave interest expense and FCF trajectory; and any neocloud covenant amendment, distressed exchange, or maturity-extension disclosure from a >$500M-debt issuer.
original kill criterionAll GPU-backed and AI-datacenter facilities hold or are upgraded, and no neocloud with over $500M of debt restructures or files Chapter 11 through 2027-12-31. The live path to kill: sustained inference-driven rental tightness keeps utilization and residual values above the underwriting curve (rentals already recovered to ~$2.35/hr), and 2026-27 refinancings clear at flat-or-tighter spreads. A pure covenant amendment or routine maturity extension that lenders do not treat as distressed does NOT count as a restructuring.

Nickel tops $20,000 a ton at least once before end-2027, because a Gulf sulfur-acid shortage starves Indonesian battery-nickel plants and flips the 'too much nickel' story into a shortage.

60% saved convictionleanresolution 2027-12-31outcome not recorded in exportbattery metals / mining
read the why
the exact callLME 3-month nickel prints above $20,000/t at least once before end-2027 as a Gulf sulfur / sulfuric-acid squeeze throttles Indonesian HPAL and flips the battery-nickel segment into deficit, breaking the surplus-caps-nickel consensus. Currently ~$16,900 (May-2026 high ~$19,600). P=0.40, resolves 2027-12-31.
saved rationalePROMOTE. It resolves cleanly in window (unambiguous LME touch-once by 2027-12-31), is genuinely contrarian versus sell-side surplus models and unpriced on magnitude, and the mechanism (Gulf sulfur to HPAL acid as the inelastic input behind battery-grade nickel) is well corroborated by live data. Tightened clause_p to 0.40 from 0.45: the driving squeeze is reversing right now as Hormuz reopens, and the chosen instrument (LME 3M Class-1) is the loosest-coupled to a sulfate-specific deficit. Watch the CFR sulfur print and the sulfate-over-Class-1 premium as the leading tells; the call lives or dies on whether acid stays choked through 2027.
pricing view at exportFirst-order sulfur tightness is now broadly written up (Kpler, WEF, Atlantic Council, Macquarie), so the obscurity is gone. What stays unpriced is the nickel price: sell-side point forecasts cluster near $17,500 for end-2027 and call surplus through 2027, and no liquid prediction market trades a $20,000 touch. The live edge is the surplus-caps-nickel thesis being wrong because acid, not ore, gates the battery segment, plus a 18-month touch-once clause sitting only ~2% above a price already seen in May.
watch this numberCFR sulfur price to Indonesia (~$554/t Jan-2026 vs ~$910/t Gulf benchmark now); Indonesian HPAL/MHP run-cut announcements (Huayou and peers); nickel-sulfate premium over LME Class-1; LME 3M nickel vs the ~$16,900 late-June-2026 level and the ~$19,600 May high; Hormuz transit volumes and insurance multiple as the driver gauge.
original kill criterionHormuz/sulfur normalizes (sulfur back below ~$550/t CFR Indonesia) and HPAL restarts to full, OR LME 3M nickel stays below $18,000/t for all of 2027 as the ore surplus dominates. Note: the first branch is partially triggering now (US-Iran deal 17-Jun, record 16M bbl transit 21-Jun), though the channel is still mined and traffic is contested.

Cobalt metal spikes to $75,000 a ton or more for at least a month by end-2027, once Congo's hard export cap drains the stockpiles that kept prices flat through early 2026.

66% saved convictionleanresolution 2027-12-31outcome not recorded in exportCritical materials / battery and superalloy metals
read the why
the exact callStandard-grade cobalt metal prints a monthly average at or above $75,000/t (about $34/lb) for at least one calendar month between 2026-09-01 and 2027-12-31, as the DRC's hard 96,600 t/yr export cap forces a second leg higher once the ex-DRC refined-cobalt stockpile that held H1-2026 prices flat near $56,000/t is drawn down.
saved rationalePromote on the magnitude gap. It resolves in window (cap locked through 2027, buffer-depletion clears in 3-18 months), and the specific $75k/t clause sits above every published sell-side forecast while the consensus prices only the direction, so there is genuine pre-consensus edge on level. But the H1-2026 flatness, sovereign quota discretion, the unshipped backlog, and substitution are live enough that the calibrated odds of the exact dated clause are ~0.34, well below the ~0.64 strength of the catalyst story. Keep it as a tracked call with the buffer-depletion needle and the $50-65k-band kill, not as a high-conviction print.
pricing view at exportSell-side (S&P Global Commodity Insights ~$16/lb 2026-2027, Fastmarkets "tight but supported") prices the DIRECTION (deficit, quota-driven tightness) fully but models the LEVEL near or below today's ~$56k. No published forecast targets $75k/t. The edge is on magnitude, not direction: the consensus treats a $75k monthly print as a tail; the stockpile-depletion mechanism makes it a live ~one-in-three outcome.
watch this numberLME/standard-grade cobalt metal monthly average ($56.3k/t on 2026-06-24, flat since Jan); DRC monthly export volume vs the 87,000 t producer cap and current sub-50% fill; Chinese refined-cobalt inventory drawdown; cobalt loading per cathode (LFP and high-nickel/low-cobalt share).
original kill criterionDRC sharply raises or relaxes the cap, or lets the >50%-unshipped backlog flood the market, OR LFP plus low-cobalt high-nickel substitution cuts demand enough that metal never holds a monthly average at/above $75,000/t through 2027-12-31. Resolves NO if H2-2026/2027 spot stays in the $50-65k band it has held all H1-2026.

Chinese polysilicon for solar panels stays below what it costs to make through 2027, because regulators banned the production cuts that bulls were counting on to lift prices.

70% saved convictionlikelyresolution 2027-12-31outcome not recorded in exportsolar-materials
read the why
the exact callChinese polysilicon stays below cash cost through 2027 because SAMR banned the supply cut the bulls priced
saved rationaleIt resolves inside the window (~18 months) and the dated call already starts ~12 RMB/kg in the money: live n-type spot is ~33.5 RMB/kg against the 45 RMB/kg ceiling. The mechanism is regulatory and physical, not a story. SAMR's prohibition removes the only coordination tool, and Caixin confirms under 10% of capacity cut with no replacement state vehicle. At the structural level this is not fully priced. The durable read, that attrition is now the only way the market clears, is below consensus, though spot has already absorbed most of the cartel-failure move, which is why we put the dated call at 0.7 rather than higher. It survives challenge because our central case is slow attrition, not a near-term coordinated cut. The genuine residual risk is an anti-involution-style state exit before end-2027.
pricing view at exportAfter the January 2026 pop and its full reversal, the sell side and trade press still float a supply-discipline and consolidation-rebound story. The durable read, that SAMR's prohibition structurally removes the only coordination tool and leaves attrition as the only path to clear with the price pinned below cash cost into 2027, is not how the crowd frames it. The caveat we will own: spot has already largely priced the cartel's failure, so our remaining edge is in the duration, not the direction.
watch this numberMonthly China mono-grade polysilicon spot price (RMB/kg, OPIS / InfoLink / Bernreuter; n-type ~33.5 RMB/kg on 2026-06-10); national polysilicon inventory tonnes (>570kt); any new SAMR-approved or state-directed capacity-retirement vehicle or price floor; producer utilization and announced idling.
original kill criterionChina consummates an industry-wide capacity-shutdown or state-backed acquisition fund that permanently retires ~1Mt, OR an anti-involution law / binding production quotas / a price floor that survives antitrust takes effect, OR demand draws inventory down fast enough that mono-grade spot averages above 45 RMB/kg for a sustained run (two-plus consecutive months) before 2027-12-31. A real break above ~50 RMB/kg sustained for two-plus months is the early warning the call is wrong.

The first storage squeeze AI builders hit is enterprise SSDs, the big data-center hard drives, which stay scarce through 2027 because the exact qualified, server-approved ones run short even after headlines cool.

59% saved convictionleanresolution 2027-12-31outcome not recorded in exportenterprise-ssd
read the why
the exact callEnterprise SSD allocation becomes the first storage gate AI operators feel.
saved rationaleThis is the cleanest public handle on the NAND side of AI scaling. It ties CSP demand, contract prices, lead times, and residual client allocation into one observable mechanism.
pricing view at exportEnterprise SSD shortages are now visible. The under-observed layer is qualified allocation: whether high-capacity, firmware-approved, thermally valid SSDs remain scarce even after spot NAND headlines cool.
watch this numberResolve true if, by 2027-12-31, top-five enterprise SSD quarterly revenue exceeds USD 24B in at least one quarter and at least three major NAND/storage suppliers publicly cite AI/datacenter allocation as limiting client or retail SSD supply. Do not resolve on revenue alone.
original kill criterionKill if top-five enterprise SSD revenue is below USD 14B for two consecutive quarters, qualified eSSD lead times normalize below eight weeks, and NAND/eSSD contract prices fall more than 35% from 2Q26 without AI allocation language.

The memory crunch spreads past the fancy AI chips into ordinary system memory too, so regular DRAM gets tight and pricey, not just the sold-out AI stuff everyone already knows about.

60% saved convictionleanresolution 2027-12-31outcome not recorded in exportdram
read the why
the exact callThe real DRAM test is whether tightness spreads beyond HBM.
saved rationaleThis is the highest-signal DRAM test because it separates AI system memory pressure from a fully priced HBM shortage.
pricing view at exportHBM sold-out is consensus. Ex-HBM breadth and duration are still more useful than repeating the HBM headline.
watch this numberResolve true if, by 2027-12-31, a frozen conventional DRAM contract-price basket excluding HBM stays at least 40% above its 4Q25 average for two consecutive quarters and at least two of Samsung, SK hynix, and Micron say server DRAM, HBM capacity allocation, or AI datacenter demand is constraining client/mobile/PC conventional DRAM allocation or pricing.
original kill criterionKill if the ex-HBM conventional DRAM basket falls below 4Q25 for two consecutive quarters while suppliers say only HBM remains tight.

Fast storage won't get treated as core AI infrastructure until vendors show hard production numbers, and that proof stays missing for now.

66% saved convictionleanresolution 2028-06-30outcome not recorded in exportai-data-path
read the why
the exact callStorage becomes performance-path infrastructure only after measured production proof.
saved rationaleThis is a valuable option but not yet a high-confidence clause. The discipline is to wait for production metrics.
pricing view at exportStorage-for-AI is already a vendor narrative. The pre-consensus version is public production proof tied to tokens/sec, TTFT, GPU stall, job time, or ML-goodput.
watch this numberResolve true if, by 2028-06-30, at least two production AI platforms report at least 5% utilization, job-time, cost, TTFT, tokens/sec, or GPU-stall improvement from SSD, CXL, KV-cache, or storage-tier integration and at least one hyperscaler or frontier lab cites production data-path constraints. Demo-only and capacity-only claims fail.
original kill criterionKill if no major production platform reports a 5%+ storage-tier performance impact by 2028-06-30 and storage remains archive, capacity, or checkpoint infrastructure only.

Washington edges toward a government backstop for catastrophic cyberattacks the way it backs terrorism insurance, but the formal plan stays unfinished by 2028.

66% saved convictionleanresolution 2028-06-30outcome not recorded in exportcyber insurance / public backstop
read the why
the exact callCatastrophic cyber risk moves toward formal federal response design.
saved rationaleA low-probability, high-value public finance signal that can be scored from official documents.
pricing view at exportNo direct prediction-market match was found for critical infrastructure ransomware, OT ransomware, cyber catastrophe backstop, or ICS ransomware.
watch this numberYES if by 2028-06-30 the U.S. publishes a draft/program design for systemic cyber insurance response and at least one second G7 government publishes a consultation, draft bill, budget proposal, or regulator-backed public-private scheme for catastrophic cyber coverage.
original kill criterionKill if there is no U.S. draft/program design and no named second-G7 consultation or bill by 2028-06-30.

Consumer AI moves onto always-on devices packed with sensors near you, where battery life, heat, and privacy decide the winner, not a standalone gadget.

57% saved convictionleanresolution 2028-12-31outcome not recorded in exportedge AI / consumer hardware
read the why
the exact callThe consumer AI interface moves to always-on edge devices, gated by thermals, battery, sensors, and privacy.
saved rationaleThe next UI for AI is context. Context lives near sensors, bodies, homes, and vehicles. Cloud-only agents lack the continuous private state needed to be useful, while device-only systems fail unless power and thermals work.
pricing view at exportThe market understands on-device AI in broad terms. The narrower call is that the winning interface is not a standalone AI gadget, but an always-on sensor-rich device layer where privacy, power, and context are the differentiators.
watch this numberTrack commercial devices that run billion-parameter local models, all-day context capture, or private agentic features on wearables/glasses/phones; track battery complaints, thermal throttling, and local AI developer APIs.
original kill criterionKill if by end 2028 the dominant consumer AI usage remains cloud-chat inside phones and browsers, with wearables and glasses failing to show persistent local context as a major usage mode.

AI data centers get ranked by hard proof they can actually get powered, because a bad power assumption can strand land, chips, and billions in debt.

58% saved convictionleanresolution 2028-12-31outcome not recorded in exportAI infrastructure / power
read the why
the exact callAI campuses get sorted by source-grade energization evidence.
saved rationaleThis is commercially strongest: a bad energization assumption can strand land, debt, GPUs, contracts, and local politics.
pricing view at exportManifold has adjacent data-center electricity-share markets, but not a campus energization cohort market. Treat the market gap as loose, not clean.
watch this numberYES if, among a pre-publish cohort of US/EU AI-data-center campuses >=100 MW announced by 2026-06-22, at least 10 GW of no-power-evidence projects show source-verified >=12 month delay by 2028-12-31 with power, interconnection, equipment, cooling, or permitting named as a primary reason.
original kill criterionKill if the no-power-evidence cohort reaches >=45% construction or energization by 2028-12-31, or if fewer than 10 GW show source-verified power-related delay.

Getting grid power for a data center starts costing like booking reserved capacity, making the AI-power crunch trackable through public utility filings instead of guesswork.

60% saved convictionleanresolution 2028-12-31outcome not recorded in exportutilities / data-center tariffs
read the why
the exact callData-center power access starts pricing like reserved grid capacity.
saved rationaleIt makes the AI-power thesis scoreable through public tariff filings rather than vibes about megawatts.
pricing view at exportA low-volume proxy market priced three more states imposing data-center tariffs before 2028 at 26.3%; direct transformer and switchgear queries were unseen.
watch this numberYES if by 2028-12-31 at least three major US data-center load-growth jurisdictions adopt large-load tariff gates with minimum-demand billing plus collateral, exit-fee, or direct-upgrade protection.
original kill criterionKill if fewer than three jurisdictions adopt those gates by 2028-12-31, or if FERC/RTO reforms stay at reporting/transparency without customer accountability for reserved grid capacity.

AI data centers get rationed by who can plug into the power grid, not by chips. The bottleneck is substations and energization permits, not GPUs.

58% saved convictionleanresolution 2028-12-31outcome not recorded in exportAI infrastructure / power
read the why
the exact callAI campuses get rationed by energization rights, not GPUs.
saved rationaleThis is the most commercially useful AI call because it turns an enormous story into a named-project verification product: who has the power, who has a press release, and who owns the bottleneck.
pricing view at exportAI power demand is now consensus. The underpriced layer is project-level truth: which announced campuses actually energize on schedule, and which are just capital-market promises waiting for a substation.
watch this numberBy 2028-12-31, at least 25 GW of announced US and EU AI/data-center load is delayed by 12 months or more versus public energization claims, with power availability, interconnection, transformers, switchgear, cooling water, or local permitting named as the primary reason.
original kill criterionKill if US and EU data-center electricity demand tracks the low end of official projections and fewer than 10 GW of announced large-load projects show source-verified 12-month power-related delays by end 2028.

A slow-information blowup in private lending funds does NOT cascade into a bank-capital crisis by 2030. The supposed bottleneck just isn't rigid enough to break.

95% saved convictionnear certainresolution 2030-03-15outcome not recorded in exportprivate credit and shadow banking, bank capital and…
read the why
the exact callInformation-Speed Crisis in Private Credit Funds Triggers Bank Capital Cascade by 2030
saved rationaleThe structural case relies on a physical constraint that is not genuinely inelastic for interest rate repricing; DCF models can update instantly, and the last severe rate cycle did not cause the predicted cascade. The data layer shows rapid private credit growth but no direct signal of audit capacity saturation or information-lag crises. The mechanism is clever but lacks clear dependency edges to a unavoidable outcome. The kill condition is a plausible, implementable pathway that further undermines the necessity of the crisis. Clause probability is low given the historical null and the untested transmission chain.
pricing view at exportTrue
watch this numbergap between private credit fund NAVs and discounted cash flow-based fair values during a 300bp rate hike cycle (basis points)
original kill criterionRegulation mandates near-real-time digital collateral monitors (IoT, continuous asset tagging) that collapse the information lag, or private credit funds hold 100% equity buffers, decoupling them from bank capital chains.

Once AI makes designing new microbes cheap, the hard part becomes scaling them into real factories: cost, contamination, yield, and approvals. That industrial bridge is where the money gets stuck.

59% saved convictionleanresolution 2030-12-31outcome not recorded in exportindustrial biotech / biomanufacturing
read the why
the exact callBiomanufacturing's bottleneck is scale-up, which binds long after AI organism design is solved.
saved rationaleA thousand plausible organisms do not equal one profitable plant. The constraint migrates from search to industrialization once AI makes search cheaper.
pricing view at exportAI-bio narratives reward discovery speed and design quality. The underpriced layer is the boring industrial bridge from bench to tons: COGS, contamination, yield under real feedstocks, purification, regulatory proof, and buyer qualification.
watch this numberTrack AI-designed or engineered bio-products that fail or delay on COGS and scale-up; track pilot fermentation capacity, downstream bottlenecks, and offtake contracts tied to price parity rather than sustainability premium.
original kill criterionKill if by 2030 multiple AI-designed industrial bio-products reach commodity-relevant scale and price parity without scarce pilot capacity, downstream processing, or process-development labor becoming a public bottleneck.

Phones and gadgets hit a heat-dissipation wall, so each new model feels barely better. Annual upgrades lose their point and replacement cycles stretch out by 2030.

60% saved convictionleanresolution 2030-12-31outcome not recorded in exportConsumer electronics, discretionary demand, premiumization…
read the why
the exact callThe Silicon Thermal Wall Ends Consumer Electronics Replacement Cycles by 2030
saved rationaleThe thesis identifies a genuine physical constraint (thermodynamic limit on heat removal per mm²) that will increasingly erode the value proposition of annual flagship upgrades. Current analyst consensus underestimates this, projecting continued incremental growth. While the exact end of replacement cycles by 2030 is not certain, the structural forces are strong and not yet priced. The grounding data layer is largely blind to this specific mechanism, so the thesis relies on first-principles reasoning about semiconductor physics and consumer behavior. The clause probability is tempered by potential architectural breakthroughs and non-performance reasons to upgrade.
pricing view at exportTech analysts project modest unit growth, assuming incremental camera and AI features sustain demand. They miss that the underlying physical constraint makes each new generation imperceptibly better, eroding the value proposition of a $1,000 upgrade.
watch this numberGlobal average smartphone replacement period; monitor against foundry process transitions (3nm→2nm→1nm) for sub-10% energy efficiency improvements.
original kill criterionA new transistor architecture (e.g., beyond-gate-all-around or 2D-channel FETs) delivers a 50% reduction in active power at clock-for-clock performance by 2027, restoring the upgrade cycle.

Spy-satellite radar resolution as the new scarce strategic chokepoint is a clever idea, but satellites are scaling fast, so this one probably doesn't bind.

65% saved convictionleanresolution 2030-12-31outcome not recorded in exportgeopolitics
read the why
the exact callThe AI Arms Race Hits the Satellite Tasking Wall: SAR Resolution Limits Become the New Uranium
saved rationaleThe thesis draws a novel link between deep-learning-driven satellite monitoring and a physical sensing bottleneck, but the inelasticity assumption is weak. SAR constellations are scaling quickly, resolution requirements may soften with algorithm advances, and governments already control high-demand areas through intelligence budgets. The data layer gap at 'capability' is a blind spot for us, not a clear edge. The crowd’s broad AI-weaponization pricing leaves room for a sub-input play, yet the bottleneck is more likely to be smoothed by supply response or substitution than to trigger a discrete crisis by 2030.
pricing view at exportManifold markets on 'AI as strategic geopolitical weapon by 2040' are at 80% and 64%, pricing AI's role without the physical sensing bottleneck. Our probability of AI weaponization via monitoring is 90% if the tasking constraint eases, but only 50% if it tightens, creating an unpriced dispersion. The crowd has not yet locked onto the specific input that will gate the method.
watch this numberAuction clearing prices and utilization rates for commercial SAR operators disclosed in quarterly earnings.
original kill criterionUS government mandates that all SAR imagery of nuclear sites be classified, prohibiting commercial tasking.

A key chemical for desalination filters is made by only a few plants in China and Japan, but it's too early to call a shortage. The data isn't there yet.

70% saved convictionlikelyresolution 2030-12-31outcome not recorded in exportwater systems: desalination, water-treatment chemicals and…
read the why
the exact callThe Desalination Boom Will Hit a Chemical Wall: M-phenylenediamine Monomer Shortage Doubles Membrane Costs by 2030
saved rationaleThe structural logic is coherent but untethered from measured signals; the key dependency is a data gap, making the call premature. The pre-consensus claim is not validated by the available data.
pricing view at exportMembrane supply is assumed to meet demand, but the quiet concentration of MPD synthesis in a few petrochemical complexes (mainly in China and Japan) is not priced into desalination growth forecasts. The market discounts a shortage because they fail to trace the dependency edge from seawater to this single monomer.
watch this numberSpot price of MPD in China's domestic market (ICIS pricing) and FID announcements for new MPD plants.
original kill criterionIf more than two new MPD plants break ground globally before 2028, the capacity gap closes.

One company makes the machines that write chip-design blueprints, and that caps how many new AI chips the industry can launch each year by 2031.

62% saved convictionleanresolution 2031-12-31outcome not recorded in exportsemiconductors
read the why
the exact callMultibeam mask-write throughput (IMS Nanofabrication, sole production vendor) becomes the gate on how many distinct High-NA AI-chip designs the industry can tape out per year by 2031.
saved rationaleThe physical mechanism is real and the supply constraint is genuinely inelastic today. The contrarian check is partial: the static monopoly is known in specialist circles, but the demand-side mechanism (distinct AI-chip design count, not wafer volume, as the throughput driver) is not explicitly priced. The ownership update (TSMC/JEOL/Bain minority stakes at $4.3B) is material; it partly defuses the competitor-allocation-chokepoint framing and is itself a kill-condition path. We'd promote it because the structural case is strong and the input is physically specific, but we set the trigger number well below the structural read to reflect the active kill paths and the five-year window the industry has to respond.
pricing view at exportThe IMS monopoly as a static fact was named by SemiAnalysis in August 2022 and is known in the specialist semiconductor investor community. What is not priced: the second-order mechanism that the AI-ASIC distinct-design explosion (not wafer volume) is the demand driver that turns a known monopoly into the active binding throughput constraint. The ownership structure has also shifted materially (TSMC, JEOL, Bain now co-holders), which defuses but does not dissolve the supply inelasticity argument.
watch this numberRoughly 50 IMS MBMW tools in the field as of 2025, MBMW-301/401 class ramping for 3nm and below. Write time 7-12 hours per layer; 60-80+ layer sets per tape-out. No competing production multibeam writer qualified at any leading mask shop. IMS valued at ~$4.3B in 2023 minority-stake transactions. Europe's first MBMW installed at Tekscend November 2024.
original kill criterionKill if by 2031: (1) a second independent production multibeam mask-writer vendor qualifies at a leading mask shop (JEOL's minority stake and e-beam expertise makes this the most plausible path, but no competing tool is currently qualified); (2) Intel or the IMS consortium demonstrates structurally neutral allocation such that no customer faces competitor-controlled rationing; (3) leading-edge mask-set lead times stay flat and no mask shop cites writer capacity as a tape-out bottleneck; or (4) High-NA adoption stalls and curvilinear ILT never becomes the dominant leading-edge mask mode.

Taiwan's chip plants need huge amounts of water, but they'll likely fix that with desalination and recycling before drained aquifers ever threaten their dominance.

75% saved convictionlikelyresolution 2032-06-01outcome not recorded in exportgeopolitics
read the why
the exact callAquifer Depletion Unseats Taiwan’s Chip Dominion
saved rationaleStructural mechanism connects water scarcity to chip dominance, but adaptive capacity (desalination, recycling, relocation) undercuts permanent inelasticity. Grounding pack lacks specific aquifer data, making the needle a blind spot. Clause probability reflects high mitigation likelihood before 2032.
pricing view at exportCurrent markets focus on Taiwan Strait military risk, not hydrogeological exhaustion. The assumption is that fab capacity is infinitely relocatable, ignoring the co-located ecosystem and water resources required.
watch this numberTaiwan groundwater level trends versus TSMC water usage per wafer; local renewable freshwater surplus/deficit
original kill criterionlarge-scale desalination/recycling that decouples fab output from natural aquifer inflow, or successful relocation of advanced nodes to water-abundant regions without yield loss

America's mining boom will stall because there aren't enough certified geologists to sign off on deposits, and banks won't fund a mine without that sign-off.

60% saved convictionleanresolution 2032-06-30outcome not recorded in exportMining regulation and finance
read the why
the exact callThe US critical minerals boom stalls at the drill core: a shortage of Qualified Persons freezes project financing by 2031
saved rationaleThe call identifies a specific, inelastic human-capital constraint (Qualified Persons under S-K 1300) that sits upstream of project financing, while the crowd focuses on funding availability. The data layer shows no direct signals on the QP pipeline, a genuine blind spot, but the accelerating CORDIS projects and steady Federal Register rulemaking suggest a growing pipeline of critical mineral ventures. The structural dependency is narrow: without a signed-off resource estimate, projects cannot access public capital or streaming deals. The kill condition is well-defined, bounding the timeframe. The clause_p of 60 reflects the binary risk that the SEC acts or workarounds emerge, but the vision_p remains high because the bottleneck is real and underappreciated. The market anchor reveals no pricing of this exact logjam, giving the thesis an edge.
pricing view at exportUnaccounted-for: analysts assume funding is the bottleneck, but the real friction is the credentialing bottleneck that blocks conversion of exploration projects into bankable assets
watch this numberAverage time from discovery to maiden resource estimate for US critical minerals projects, as a lagging indicator
original kill criterionThe SEC significantly liberalizes QP requirements or a state-sponsored certification fast-track program graduates 200+ new QPs by 2028

Additional structural calls · 35

Constraint forecasts included in this export.

Wolfspeed stays a small company through 2027, because the silicon-carbide EV-chip boom it was sold on never paid off and cheaper rivals filled the gap.

70% saved convictionlikelyresolution 2027-09-30outcome not recorded in exportsubstitution_cascade
read the why
the exact callBy FY2027, does Wolfspeed (WOLF) annual revenue stay BELOW $1.2B — silicon-carbide substrate rent fails to materialize as the 2021-23 narrative claimed (hype-overpriced)?
saved rationaleThe 'cuts both ways' call: a LONG-DATED, HOT narrative is over-priced, not under-priced. SiC substrate was hyped as THE EV-electrification bottleneck (2021-23). REALITY: EV demand decelerated, 200mm capacity flooded in, silicon IGBT + GaN substitute at lower voltages, and Wolfspeed restructured near insolvency. Rent did NOT durably land on the substrate. DISCONFIRMER: an EV reacceleration + 800V adoption could tighten SiC again — possible, hence P 0.70 not 0.9.
original kill criterionWOLF revenue exceeds $1.2B in FY2027 (SiC substrate demand recovered — the bottleneck thesis was right after all).

The real money in data-center power shifts to a new official, sellable right to plug a giant load into the grid, even though today it is still buried inside the price of plain powered land.

57% saved convictionleanresolution 2027-12-31outcome not recorded in exportconstraint migration
read the why
the exact callBelow 'data-center power' the rent migrates to a FERC-minted, transferable large-load interconnection/co-location 'Firm…
saved rationaleTrue
pricing view at exportThe formalized, transferable FCD instrument is a still-forming regulatory artifact with no discoverable traded price; but the underlying rent is already captured/priced as generic 'powered land', so…
watch this numberBy 2027-12-31, PJM has a live co-location/Firm Contract Demand tariff product per FERC's Dec-2025 order (EL25-49) AND a de-facto secondary market where executed-large-load-IA/firm-energized-capacity sites transact at >2x comparable unpowered-land valuations, against a ~2,600 GW US queue and 5-7yr energization waits.
original kill criterionFERC co-location reform stalls or is reversed AND broad queue/study reform cuts large-load energization waits below ~3 years by 2027, collapsing the scarcity premium on existing interconnection rights.

AI servers run so hot that liquid cooling becomes mandatory, and Vertiv keeps cashing in, topping $12B in revenue, though rivals may eat into the margins.

62% saved convictionleanresolution 2028-03-31outcome not recorded in exportconstraint_migration
read the why
the exact callBy FY2027, does Vertiv (VRT) annual revenue exceed $12B — rising rack power density (>100 kW) forces liquid cooling, and the thermal layer captures durable datacenter rent?
saved rationaleOBVIOUS/PRICED: GPUs (NVDA). DEEPER: GB200-class racks (>100 kW) make air cooling physically impossible → direct-to-chip liquid cooling + CDUs become mandatory infrastructure, and the cooling-loop supply (Vertiv et al.) captures rent. HONEST: this layer is now WELL-COVERED (saturation 0.52 — Vertiv re-rated hard), so it is PARTLY priced; the call is whether the rent is DURABLE, not whether it exists. DISCONFIRMER: cooling competitors (commodity CDUs, hyperscaler in-housing) could compress margins. P 0.62.
original kill criterionVRT revenue stays below $11B in FY2027 — liquid-cooling rent did not scale / was competed away.

With new jets scarce, airlines fly old planes longer, so GE makes most of its money fixing and supplying engines, pushing revenue past $45B.

60% saved convictionleanresolution 2028-03-31outcome not recorded in exportconstraint_migration
read the why
the exact callBy FY2027, does GE Aerospace (GE) total revenue exceed $45B with commercial SERVICES the majority — aftermarket/spares rent from the aging + LEAP/GTF-durability fleet, not new-aircraft delivery, is where capacity binds?
saved rationaleOBVIOUS/PRICED: the Boeing/Airbus delivery shortfall. DEEPER: with new jets scarce and LEAP/GTF showing premature blade/coating wear, airlines fly OLD fleets longer → engine shop-visit and spare-parts capacity bind, and the OEM aftermarket (GE Aerospace, RTX) captures the rent. DISCONFIRMER: a delivery catch-up at Boeing/Airbus would relieve MRO pressure — but their ramps keep slipping. P 0.60.
original kill criterionGE Aerospace services revenue growth stalls / total revenue < $42B in FY2027 — aftermarket was not the binding rent layer.

The real bottleneck for powering AI is the giant gas turbines, and GE Vernova's order slots are sold out to 2028, pushing its power revenue past $20B.

66% saved convictionleanresolution 2028-03-31outcome not recorded in exportconstraint_migration
read the why
the exact callBy FY2027, does GE Vernova (GEV) Power-segment revenue exceed $20B — heavy-duty gas turbines, not generation broadly, are the binding pace-setter for AI firm power?
saved rationaleOBVIOUS/PRICED: 'AI needs power' (IEA/banks already forecast datacenter load). DEEPER: the binding input is FIRM dispatchable power = heavy-duty gas turbines, and the big-three (GE Vernova, Siemens Energy, Mitsubishi) are booked to ~2028 — turbine SLOTS, not MW in the abstract, are the constraint. DISCONFIRMER: behind-the-meter solar+storage or SMRs could substitute — but neither delivers 24/7 firm power at datacenter scale this decade.
original kill criterionGEV Power revenue stays below $18B through FY2027 — turbine demand did not convert to the rent the backlog implied.

The shortage of skilled electricians probably won't ease by 2028, because prefab building and training programs can't close the wage gap fast enough.

65% saved convictionleanresolution 2028-12-31outcome not recorded in exportconstraint_migration
read the why
the exact callGiven trades labour is the binding pace-setter, does the constraint EASE before 2028 (wage gap closes) as prefab/modular construction + apprenticeship expansion shift hours out of the licensed field?
saved rationaleRelief tail (0.35): factory-skid substations + datacenter prefab + immigration/visa expansion move hours out of the licensed field faster than modelled.
original kill criterionThe electrician wage premium over transformer PPI persists through 2028 — the labour constraint did not ease.

Electricians keep getting paid far more than the gear they install, all the way through 2028, because the training pipeline takes years to catch up.

65% saved convictionleanresolution 2028-12-31outcome not recorded in exportconstraint_migration
read the why
the exact callGiven trades labour is the binding pace-setter, does the electrician wage premium over equipment PPI PERSIST / widen through 2028 (apprenticeship pipeline does not close the gap)?
saved rationaleApprenticeship completions lag ~4-5y, so the wage gap likely persists most of the window (0.65). Harvestable.
original kill criterionRegistered electrician apprenticeship completions (DOL RAPIDS) rise >25% vs 2024 and close the wage gap before 2028 — the labour cap relaxed.

The shortage of specialized construction crews and cranes that build substations probably isn't the main thing slowing the grid buildout through 2028.

90% saved convictionnear certainresolution 2028-12-31outcome not recorded in exportconstraint_migration
read the why
the exact callGiven the binder has migrated off equipment-supply, is specialised EPC / heavy-construction CAPACITY (cranes, bucket trucks, substation EPC firms) the binding pace-setter through 2028?
saved rationaleThe execution-capacity leg (0.10): even with labour and equipment, the EPC / heavy-construction firm capacity that assembles substations is finite and slow to scale.
original kill criterionSubstation EPC throughput keeps pace while another layer is cited — EPC capacity was not the pace-setter.

High interest rates probably aren't the main thing choking the grid and power buildout through 2028; the binding limit is more likely physical than financial.

87% saved convictionfairly sureresolution 2028-12-31outcome not recorded in exportregime_change
read the why
the exact callGiven the binder has migrated off equipment, is CAPITAL / FINANCING (rate-driven cost of capital on capex-heavy grid + generation projects) the binding pace-setter through 2028?
saved rationaleThe macro leg (0.13): a higher-for-longer rate regime can gate completion on financeability rather than any physical input.
original kill criterionProjects proceed at pace despite the rate environment while a physical layer is cited — capital was not the binder.

Years-long waits to connect new projects to the grid slow the buildout, but this permitting bottleneck likely isn't the single biggest brake through 2028.

73% saved convictionlikelyresolution 2028-12-31outcome not recorded in exportpolicy_scarcity
read the why
the exact callGiven the binder has migrated off equipment, is INTERCONNECTION-QUEUE / transmission-permitting throughput the binding pace-setter on energized capacity through 2028?
saved rationaleStrong alternative (0.27): interconnection-queue durations (years) + transmission permitting can pace energized MW independent of equipment or labour — the FERC/queue layer.
original kill criterionMedian interconnection-queue duration falls / projects energize on schedule while another layer is cited — the queue was not the pace-setter.

The real brake on America's electric buildout shifts away from transformers and gear to something harder to scale, like skilled labor, grid hookups, or money, by 2028.

78% saved convictionlikelyresolution 2028-12-31outcome not recorded in exportconstraint_migration
read the why
the exact callThrough 2028-12-31, does the US electrification buildout hit a BINDING constraint whose binder is a NON-equipment layer — a single first-saturating input (skilled labour, interconnection, or capital) that demonstrably paces project completion below the announced pipeline — rather than large-power transformers / switchgear remaining the binding equipment layer? [structural root, as-of 2026-06-05]
saved rationaleSTRUCTURAL ROOT (binary gate). Equipment (transformers/HV switchgear) is the priced, hot constraint today; the thesis is the binder MIGRATES off equipment to a harder-to-scale layer over ~4y. It is likely (~0.78) that as equipment capex lands, a non-equipment input (apprenticeship-gated trades labour, interconnection queue, or capital) becomes the pace-setter. The residual ~0.22 = equipment stays the binder through 2028 (capex didn't catch up) OR the buildout scales elastically. WHICH non-equipment layer binds is the MECE children.
original kill criterionBy 2028, equipment (transformer/switchgear) lead-times remain the single cited bottleneck and no non-equipment layer paces completion — the migration thesis was wrong / premature (root FALSE → conditionals voided, not scored).

The squeeze on filling vials with sterile drugs probably won't ease by 2028, but new contract factory lines commission quicker than ships, so relief is possible.

65% saved convictionleanresolution 2028-12-31outcome not recorded in exportconstraint_migration
read the why
the exact callGiven fill-finish is the binding pace-setter, does the constraint EASE before 2028 (utilisation <90% / lead times <12mo) as new CDMO aseptic capacity qualifies?
saved rationaleThe elastic-relief tail (0.35): enough aseptic-line capex qualifies in-window to loosen the bottleneck before resolution — faster than the marine-vessel analogue because filling lines commission quicker than a CLV newbuild.
original kill criterionUtilisation stays >90% through 2028 — the constraint did not ease in-window.

Factories that fill injectable drugs into vials stay jammed past 90% busy with year-long waits through 2028, because new capacity comes online too slowly.

65% saved convictionleanresolution 2028-12-31outcome not recorded in exportconstraint_migration
read the why
the exact callGiven fill-finish is the binding pace-setter, does contract sterile fill-finish stay >90% utilised with 12+ month lead times SUSTAINED through 2028 (rent does not dissipate as CDMO capex lands)?
saved rationaleAnnounced aseptic-capacity capex mostly commissions + qualifies 2027+, so the tight regime likely holds most of the window (0.65). The harvestable, short-fused leg.
original kill criterionFill-finish utilisation falls below 90% before 2028 as new lines qualify — the rent dissipated faster than modelled.

The special glass tubing under every drug vial probably isn't the first thing to run short by 2028, though it would be the most valuable choke point if it did.

90% saved convictionnear certainresolution 2028-12-31outcome not recorded in exportconstraint_migration
read the why
the exact callGiven a binding injectable-delivery constraint, is SPECIALTY BOROSILICATE (Type I) GLASS TUBING — the deepest input under every glass container — the binding pace-setter through 2028?
saved rationaleThe deepest one-layer-down input (0.10): pharma-grade borosilicate tubing is made by very few (SCHOTT, Corning Valor, Nipro, NEG) on furnaces that take years to build. Least likely to bind FIRST (converters draw down inventory) but the highest-rent leg IF it does — the razor under the razor.
original kill criterionBorosilicate tubing supply stays ample (no tubing allocation cited) while a downstream layer binds — tubing was not the pace-setter in this window.

The bottleneck on injectable drugs probably won't be the glass barrels and rubber stoppers, because those component makers can expand fast enough to keep up.

82% saved convictionfairly sureresolution 2028-12-31outcome not recorded in exportconstraint_migration
read the why
the exact callGiven a binding injectable-delivery constraint, are PRIMARY CONTAINER COMPONENTS (prefilled-syringe glass barrels, cartridges, elastomer stoppers/plungers) the binding pace-setter through 2028?
saved rationaleComponent makers (Gerresheimer, SCHOTT, Stevanato, West, Datwyler) are expanding but PFS + elastomer qualification is multi-year and oligopolistic — plausible binder (0.18) if filling/assembly capacity arrives faster than components.
original kill criterionPFS/cartridge/stopper order books clear within quoted lead times while another layer is the cited constraint — components were elastic enough.

The real chokepoint on injectable drugs may be the machines that snap pens and auto-injectors together. Ozempic was held back by pen assembly, not the drug itself.

73% saved convictionlikelyresolution 2028-12-31outcome not recorded in exportconstraint_migration
read the why
the exact callGiven a binding injectable-delivery constraint, is DEVICE / COMBINATION-PRODUCT ASSEMBLY (automated autoinjector + pen final assembly / labelling / packaging) the binding pace-setter through 2028?
saved rationaleNEW leg, the live GLP-1 tell (0.27): Novo/Lilly were constrained on PEN assembly throughput, not molecule — high-speed automated combination-assembly lines are scarce, bespoke, and slow to commission. Plausibly the true pace-setter for pens.
original kill criterionAutoinjector/pen assembly throughput keeps pace (no assembly-line backlog cited) while another layer binds — assembly was not the pace-setter.

As Ozempic and antibody shots flood demand, one step after the drug itself jams up and caps how many finished doses ship. The 2023-25 pen shortages were delivery, not the molecule.

80% saved convictionfairly sureresolution 2028-12-31outcome not recorded in exportconstraint_migration
read the why
the exact callThrough 2028-12-31, does the injectable-biologics delivery buildout (GLP-1 pens/autoinjectors + mAb/biologic prefilled syringes) hit a BINDING supply constraint — a single first-saturating layer DOWNSTREAM of the drug substance that demonstrably paces finished-dose output below demand — rather than scaling elastically across fill-finish, components, assembly and glass? [structural root, as-of 2026-06-05]
saved rationaleSTRUCTURAL ROOT (binary gate). GLP-1 (Novo/Lilly) + the mAb/biologic wave imply a step-change in injectable finished-dose demand; the four enabling layers downstream of the molecule (aseptic fill-finish, primary containers, device/combination assembly, specialty glass) each carry multi-year capex + regulatory qualification, so it is highly likely (~0.80) at least ONE saturates first and paces the rest — the visible 2023-25 pen shortages were delivery-chain, not API. The residual ~0.20 = the elastic world where CDMO + component capex lands fast enough that no single layer binds. WHICH layer is answered by the MECE children, conditional on TRUE.
original kill criterionBy 2028, injectable finished-dose output tracks demand with no layer sustaining >90% utilisation / 12+ month lead times — capacity scaled elastically, no binding pace-setter (root FALSE → all conditional children voided, not scored).

Contract factories that fill injectable shots stay jammed past 90% capacity with year-long waits through 2028, so the money flows to whoever owns the filling lines, not the drugmakers.

62% saved convictionleanresolution 2028-12-31outcome not recorded in exportconstraint_migration
read the why
the exact callBy 2028-12-31, do independent industry reports show contract sterile fill-finish (prefilled-syringe / autoinjector) capacity sustained above ~90% utilization with 12+ month lead times?
saved rationalePROMOTED FROM HYPOTHESIS 'GLP-1 wave makes sterile fill-finish the binding constraint on injectable biologics'. Thesis: Over 2026-2028 the binding constraint on injectable biologics migrates from drug substance to sterile FILL-FINISH capacity: contract fill-finish utilization runs above 90 percent and lead times stretch past 18 months, so rent accrues to filling-capacity owners. Consensus prices the GLP-1 drug makers (Novo, Lilly), not the filling bottleneck. I predict the bottleneck binds and holds through 2028. Disconfirmer (sought first): Oral GLP-1 (Lilly orforglipron, oral semaglutide) scales and shifts demand OFF injectables, deflating fill-finish demand; OR CDMOs (Catalent, Thermo, Lonza) bring lines online faster than expected. Gate verdict: Survives: even with oral entrants, injectable GLP-1 plus the broader injectable pipeline (mAbs, biosimilars) keeps fill-finish above 90 percent through 2028; oral GLP-1 carries its own API/formulation bottleneck and will not fully displace injectables in-window. The 4-5y capacity-build lead time physically caps relief before 2028.
original kill criterion
  • Contract sterile fill-finish utilization falls below 85 percent before 2028-12-31
  • Prefilled-syringe fill-finish lead times fall below 12 months before 2028-12-31

Rare medical isotopes, made just grams a year, stay the real bottleneck on cancer radiation drugs through 2029, not the targeting molecule. New sources might ease it, but probably not in time.

62% saved convictionleanresolution 2029-12-31outcome not recorded in exportconstraint_migration
read the why
the exact callBy 2029-12-31, is medical-isotope production (actinium-225 / lutetium-177) still the cited binding constraint on radioligand-therapy scale-up — rent on the isotope layer, not the targeting molecule?
saved rationaleOBVIOUS/PRICED: the radioligand boom (Novartis Pluvicto/Lutathera). DEEPER: global Ac-225 supply is GRAMS/year (a handful of reactor + accelerator sources) and Lu-177 reactor capacity is tight — the isotope, not the antibody/peptide, is the inelastic razor-blade. DISCONFIRMER: DOE's Ac-225 tri-lab program + new accelerator routes (e.g. TRIUMF, SHINE) could relieve it by 2029 — a real path, hence P 0.62.
original kill criterionIsotope-capacity expansions (DOE Ac-225 scale-up, new Lu-177 reactors) clear the bottleneck so supply no longer paces therapy launches by 2029.

Western rare-earth refining outside China probably won't catch up before 2029, because new subsidized plants take years to qualify and the China price premium holds.

62% saved convictionleanresolution 2029-12-31outcome not recorded in exportpolicy_scarcity
read the why
the exact callGiven ex-China separation is the binding pace-setter, does the constraint EASE before 2029 (origin premium <15%, ex-China share rising toward parity) as subsidised refining qualifies?
saved rationaleElastic-relief tail (0.38): DPA/IRA + Australia/EU subsidised separation + recycling qualify fast enough to compress the premium before resolution.
original kill criterionOrigin premium stays >15% through 2029 — the constraint did not ease.

Rare earths refined outside China stay scarce and pricey through 2029, because the new plants ordered now mostly don't come online until 2028 or later.

62% saved convictionleanresolution 2029-12-31outcome not recorded in exportpolicy_scarcity
read the why
the exact callGiven ex-China separation is the binding pace-setter, does the ex-China-origin price premium / allocation on the controlled inputs PERSIST (ex-China separated share staying a minority of allied demand) sustained through 2029?
saved rationaleSeparation capacity ordered now mostly qualifies 2028+, so the premium likely holds most of the window (0.62). The harvestable leg.
original kill criterionThe ex-China-origin price premium falls below ~15% while controls persist before 2029 — the separation constraint dissolved faster than predicted.

The deepest chokepoint, heavy rare earths like dysprosium for heat-proof magnets, mostly comes from China and Myanmar, but it probably isn't the single binding constraint by 2029.

88% saved convictionfairly sureresolution 2029-12-31outcome not recorded in exportpolicy_scarcity
read the why
the exact callGiven a binding ex-China constraint, is HEAVY-RARE-EARTH (Dy/Tb) FEEDSTOCK specifically — distinct from light Nd/Pr — the binding pace-setter on high-temperature magnets through 2029?
saved rationaleThe razor under the razor (0.12): light-REE (Nd/Pr) ex-China builds out, but Dy/Tb for grain-boundary-diffusion high-temp magnets comes almost solely from China/Myanmar ionic clays — a separate, tighter chokepoint that can bind even if light-REE separation relieves.
original kill criterionHigh-temp-magnet makers secure non-China Dy/Tb feedstock within window — the heavy-REE-specific chokepoint did not bind.

Mining the rare-earth ore itself is not the bottleneck, because there are plenty of mines outside China. The squeeze sits further down the chain.

88% saved convictionfairly sureresolution 2029-12-31outcome not recorded in exportpolicy_scarcity
read the why
the exact callGiven a binding ex-China constraint, is MINE / CONCENTRATE feedstock supply the binding pace-setter through 2029 (the obvious-but-the-thesis-says-wrong layer)?
saved rationaleThe layer-blindness control (0.12): consensus over-funds mining, but ex-China mine projects are comparatively plentiful — the thesis is that mines are NOT the binder. Low conditional P encodes that; if it DOES bind, the layer-blindness call was wrong.
original kill criterionA mine/concentrate shortfall (not midstream) is the cited Western constraint in 2026-29 — the layer-blindness thesis (mines aren't the binder) was wrong.

Turning rare-earth oxide into finished magnets outside China is tiny and slow to certify, so magnet-making could be the real chokepoint through 2029.

70% saved convictionlikelyresolution 2029-12-31outcome not recorded in exportpolicy_scarcity
read the why
the exact callGiven a binding ex-China constraint, is METAL / ALLOY + SINTERED-MAGNET MANUFACTURING (rare-earth metallization and NdFeB magnet capacity) the binding pace-setter through 2029?
saved rationaleThe downstream chokepoint (0.30): even with oxide, ex-China metallization + sintered-NdFeB capacity (VAC, MP Texas, Less Common Metals) is tiny and slow to qualify to automotive/defence spec — plausibly the true binder on finished magnets.
original kill criterionEx-China magnet/metal output scales to contracted EV/wind/defence demand on schedule while another layer is cited — magnet-making was elastic.

Tournament entries · 330

Saved tournament forecasts. This view does not retrieve current platform results.

Will the US dollar continuously remain >50% of global foreign currency exchange reserves t (~90% we're right)

90% saved chanceresolution date not recordedoutcome not recorded in exportPOTUS predictions
read the why
the exact callWill the US dollar continuously remain >50% of global foreign currency exchange reserves t
saved rationaleUSD share sits ~57% and has declined only ~0.5pp/yr; dropping below 50% in any quarter through Q3 2028 would require a ~7pp collapse in under four years, which only a severe dollar crisis could produce, so continuous >50% is highly likely.

Will a court change the winner of a 2026 election for U.S. (~12% we're right)

12% saved chanceresolution date not recordedoutcome not recorded in exportPOTUS predictions
read the why
the exact callWill a court change the winner of a 2026 election for U.S. House, Senate, or a top statewi
saved rationaleCourts overturning a certified winner is rare, but across all 2026 House/Senate/statewide races over a full cycle, a single razor-thin contested result (cf. NC-09 2018 new election) is plausible; still a low-base-rate event.

Will the House of Representatives seat a legislator who was not certified as the winner of (~5% we're right)

5% saved chanceresolution date not recordedoutcome not recorded in exportPOTUS predictions
read the why
the exact callWill the House of Representatives seat a legislator who was not certified as the winner of
saved rationaleThe House seating a non-certified member would be an essentially unprecedented constitutional rupture; despite heated rhetoric there is no concrete indication this will happen before July 2027, so default low.

Will the United States recognize Taiwan before January 20, 2029? (~3% we're right)

3% saved chanceresolution date not recordedoutcome not recorded in exportPOTUS predictions
read the why
the exact callWill the United States recognize Taiwan before January 20, 2029?
saved rationaleFormal US de jure recognition of Taiwan would shatter the One-China framework and provoke a major crisis with Beijing; despite symbolic State Department wording changes, no administration is positioned to take this step before 2029.

Will a US federal court hold any part of the executive branch in contempt for not obeying (~15% we're right)

15% saved chanceresolution date not recordedoutcome not recorded in exportPOTUS predictions
read the why
the exact callWill a US federal court hold any part of the executive branch in contempt for not obeying
saved rationaleCourt-executive tension is elevated with hundreds of cases, but a formal contempt order specifically tied to non-compliance with a Supreme Court mandate (and explicitly citing it) is a high, rarely-crossed bar over this window.

Will the Trump administration announce a suspension of habeas corpus before January 20, 20 (~10% we're right)

10% saved chanceresolution date not recordedoutcome not recorded in exportPOTUS predictions
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the exact callWill the Trump administration announce a suspension of habeas corpus before January 20, 20
saved rationaleStephen Miller said the option was 'actively' considered in mid-2025, but no formal suspension has been announced as of June 2026 and the power constitutionally belongs to Congress, making a unilateral executive suspension a dramatic, unprecedented step. Even with a long window to Jan 2029, this remains high-talk/low-action.

Will the US Dollar Index (DXY) drop below an average of 88 for any 90-day period before th (~20% we're right)

20% saved chanceresolution date not recordedoutcome not recorded in exportPOTUS predictions
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the exact callWill the US Dollar Index (DXY) drop below an average of 88 for any 90-day period before th
saved rationaleDXY sits near 100 in June 2026, so a sustained 90-day average below 88 requires ~12% depreciation; DXY has not been below 88 since ~2014. The long window to Jan 2029 plus Trump's stated weak-dollar preference keeps it non-trivial, but reaching 88 is a large structural move.

Will the size of the US Supreme Court increase before 2029? (~3% we're right)

3% saved chanceresolution date not recordedoutcome not recorded in exportPOTUS predictions
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the exact callWill the size of the US Supreme Court increase before 2029?
saved rationaleEnlarging the Court requires an enacted statute amending 28 U.S.C. 1, and a GOP Congress facing a 6-3 friendly Court has no incentive to pack it. Near-zero structurally.

Will the US government order the New York Stock Exchange (NYSE) or NASDAQ to be closed bef (~4% we're right)

4% saved chanceresolution date not recordedoutcome not recorded in exportPOTUS predictions
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the exact callWill the US government order the New York Stock Exchange (NYSE) or NASDAQ to be closed bef
saved rationaleThere is no precedent for a presidential order closing the exchanges (historical closures were coordinated, not ordered), and it would require an extreme crisis. A specific dramatic order over this window stays very low.

(~25% we're right)

25% saved chanceresolution date not recordedoutcome not recorded in exportPOTUS predictions
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(~85% we're right)

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(~10% we're right)

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(~20% we're right)

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(~30% we're right)

30% saved chanceresolution date not recordedoutcome not recorded in exportPOTUS predictions
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(~25% we're right)

25% saved chanceresolution date not recordedoutcome not recorded in exportPOTUS predictions
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(~85% we're right)

85% saved chanceresolution date not recordedoutcome not recorded in exportPOTUS predictions
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(~10% we're right)

10% saved chanceresolution date not recordedoutcome not recorded in exportPOTUS predictions
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(~20% we're right)

20% saved chanceresolution date not recordedoutcome not recorded in exportPOTUS predictions
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(~30% we're right)

30% saved chanceresolution date not recordedoutcome not recorded in exportPOTUS predictions
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Will OpenAI reach its profit cap for the first round of investors by 2035? (~35% we're right)

35% saved chanceresolution date not recordedoutcome not recorded in exportai industry milestones
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the exact callWill OpenAI reach its profit cap for the first round of investors by 2035?
saved rationaleOpenAI's value trajectory makes a 100x return on the 2019 first-round (~$100B) conceivable by 2035, but the capped-profit structure itself is being dismantled in the for-profit/PBC conversion, which could moot the specific 'reached the cap' reporting condition rather than trigger it.

Will a Chinese firm make a large order of domestic AI chips before 2027? (~95% we're right)

95% saved chanceresolution date not recordedoutcome not recorded in exportchinese ai chips
read the why
the exact callWill a Chinese firm make a large order of domestic AI chips before 2027?
saved rationaleHuawei plans ~600,000 domestically-designed (HiSilicon) and SMIC-fabbed Ascend 910C chips in 2026, with Chinese hyperscalers ordering at scale under state pressure; the >20,000-chip threshold within a one-year span is effectively already met.

Will any Chinese semiconductor foundry have at least 20% of the market cap that TSMC has i (~6% we're right)

6% saved chanceresolution date not recordedoutcome not recorded in exportchinese ai chips
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the exact callWill any Chinese semiconductor foundry have at least 20% of the market cap that TSMC has i
saved rationaleSMIC's market cap is ~$92B versus TSMC's ~$2.18T (about 4%), so a Chinese foundry would need roughly a 5x relative gain in 18 months to reach 20%, which is highly improbable.

If at least one frontier AI model has been trained by a Chinese firm before 2027, will a C (~40% we're right)

40% saved chanceresolution date not recordedoutcome not recorded in exportchinese ai chips
read the why
the exact callIf at least one frontier AI model has been trained by a Chinese firm before 2027, will a C
saved rationaleFrontier Chinese models (DeepSeek, Qwen) have so far been trained predominantly on Nvidia silicon, but Ascend 910C capacity is ramping hard through 2026; a frontier run with >50% Chinese-designed-and-fabricated compute by end-2026 is plausible yet not yet demonstrated.

Will any Chinese semiconductor foundry have 20% or more global semiconductor market share (~18% we're right)

18% saved chanceresolution date not recordedoutcome not recorded in exportchinese ai chips
read the why
the exact callWill any Chinese semiconductor foundry have 20% or more global semiconductor market share
saved rationaleChinese foundries hold roughly 6-7% of global foundry revenue share against TSMC's ~60%; reaching 20% in a single quarter by 2033 requires a very large shift, though heavy state investment and capacity doubling keep it non-negligible over the 7-year window.

Other saved entries · 11

Additional calls included in this export.

Prices for high-voltage grid-connection gear stay high through 2027, because the AI-and-electrification building boom keeps the bottleneck tight while everyone watches GPUs instead.

59% saved convictionleanresolution 2027-12-31outcome not recorded in exportopen card
read the why
the exact callBy 2027-12-31, does the US PPI for switchgear & switchboard apparatus (HV switchgear) hold >= 353 (its 2025 level) — i.e. the grid-interconnection bottleneck has NOT relaxed? [pre-consensus: the un-named co-bottleneck to transformers in the AI-datacenter + electrification buildout]
saved rationaleLIVE FORWARD BET — the first issued by the proven calibrate+discriminate machinery (sharpen.py, AUC 0.62 board / 0.68 OOS, Brier 0.228 beats base-rate). MIGRATION THESIS: the AI-datacenter + electrification buildout makes the binding constraint migrate off GPUs (elastic, capital-flooded) onto grid-interconnection gear. The DISCOURSE names GPUs and large-power transformers; HV switchgear is the under-priced CO-bottleneck — same inelastic supply (few makers, multi-year lead times, copper+grain-oriented-steel inputs that are themselves concentrating). The PPI has run 160->353 (x2.2) 2005-2025, a sustained 4%-vol climb. PROBABILITY is the sharpened model's honest output: P(hold >= 353 over 2y) = 0.59 — calibrated and DELIBERATELY moderate (the metric sits at an all-time high, so mean-reversion features temper it), not the 0.9 a naive momentum read would give. MC 2027 median 382, 80% CI [351,416]. EDGE BOUNDARY (no hedging, just precision): broad electrical-equipment shortages are known; what is pre-consensus is switchgear as a SEPARATELY tracked, scored, falsifiable constraint with a calibrated forward P — and the bet that it does NOT relax by 2027.
original kill criterion
  • HV switchgear PPI falls below 353 by 2027-12-31 — supply elasticity caught up; the bottleneck relaxed.
  • Datacenter/grid capex decelerates sharply (the demand driving the constraint softens).
  • New switchgear capacity (announced fab/line additions) resolves lead times below ~52 weeks — elasticity restored.

US military spending on ammo and explosives stays above $5 billion a year through 2027, because rebuilding NATO stockpiles keeps the squeeze on gunpowder makers, not just the missile assemblers.

74% saved convictionlikelyresolution 2027-12-31outcome not recorded in exportopen card
read the why
the exact callBy 2027-12-31, do US federal ammunition + explosives/propellant procurement obligations stay above $5.0B/year — i.e., the re-armament demand pulling on the energetics supply layer persists at its FY2025 peak rather than de-escalating?
saved rationalePROMOTED FROM HYPOTHESIS 'Re-armament rent migrates from primes to ENERGETICS (propellant / explosives)'. Thesis: As NATO rebuilds 155mm and missile stockpiles, the binding constraint is energetics / propellant capacity, not the prime contractors who assemble the rounds. Disconfirmer (sought first): SOUGHT FIRST: a ceasefire normalizes demand; and the US/EU are funding new TNT/nitrocellulose/SRM plants, making capacity elastic in 2-3 years. Real. Gate verdict: SKEPTIC PANEL (0/3 refute → SURVIVES the panel). elasticity: stands (70%) — US first domestic TNT plant since 1986, Rheinmetall/Nammo/Eurenco/EU-ASAP and new SRM entr; investability: stands (70%) — The 'rent migrates AWAY from primes' equity sub-claim is NOT tradeable (energetics sits in; demand_durability: stands (70%) — A ceasefire and one-time refill are real risks but don't zero demand: multi-year framework
original kill criterion
  • Procurement backlog clears as new energetics plants come online (elastic)
  • Ceasefire / demand normalization
  • No public pure-play emerges — un-investable even if right

The rubber stoppers and parts inside every weight-loss injection pen keep minting money, pushing West Pharmaceutical past $3.3 billion by 2027, even as some GLP-1 drugs go to pill form.

62% saved convictionleanresolution 2027-12-31outcome not recorded in exportopen card
read the why
the exact callBy 2027-12-31, does West Pharmaceutical Services (WST) annual revenue exceed $3.3B — i.e., injection-consumable rent (the inelastic layer every GLP-1 pen needs) keeps growing past $3.07B (2025), rather than oral GLP-1 eroding injectable demand?
saved rationalePROMOTED FROM HYPOTHESIS 'GLP-1 wave rent migrates from the drug to the INJECTION consumable (elastomer closures)'. Thesis: As GLP-1 injection volumes scale to hundreds of millions of doses, rent accrues to the least-substitutable consumable — high-end elastomer closures / delivery components (West Pharmaceutical) — not the drug, which faces competition and patent cliffs. Disconfirmer (sought first): SOUGHT FIRST and STRONG: GLP-1 is going ORAL (Lilly orforglipron pill + oral semaglutide); if pills win, injectable volume collapses and the closure thesis dies — a dated kill (2025-26 data/launches). WST already took a destocking hit; high-volume formats may use cheaper closures. Genuinely two-sided. Gate verdict: SKEPTIC PANEL (0/3 refute → SURVIVES the panel). elasticity: stands (60%) — Dual-sourcing (Datwyler/Aptar/Stevanato qualifying), multi-dose pens amortizing septa, and; demand_oral: stands (72%) — Orforglipron's weaker efficacy means high-dose injectables keep obesity/severe-T2D while p; priced_in: stands (60%) — The generic picks-and-shovels framing is embedded in ~7x sales, but the destocking drawdow
original kill criterion
  • Oral GLP-1 (orforglipron / oral sema) takes dominant share of new starts — injectable volume growth stalls
  • Closure revenue fails to track injectable dose volumes (commoditized to cheaper formats)
  • A second elastomer supplier wins meaningful FDA-qualified share (moat erodes)

The company that enriches uranium fuel keeps growing past $500 million by 2027, because the nuclear-reactor revival needs Western enrichment, and Centrus is the only licensed US source.

62% saved convictionleanresolution 2027-12-31outcome not recorded in exportopen card
read the why
the exact callBy 2027-12-31, does Centrus Energy (LEU) annual revenue exceed $500M — i.e., enrichment rent (the inelastic SWU/HALEU layer the nuclear-restart thesis names) keeps rising past its 2025 recovery level ($449M), rather than the restart stalling?
saved rationalePROMOTED FROM HYPOTHESIS 'Nuclear restart rent migrates from uranium ore to ENRICHMENT (SWU / HALEU)'. Thesis: As reactor restarts, life-extensions and SMRs lift demand, the binding constraint moves off uranium ore onto Western enrichment capacity (separative work units) and onto HALEU for advanced reactors, where Centrus is the only licensed US producer. Disconfirmer (sought first): SOUGHT FIRST: (a) US keeps granting Russian-SWU import waivers through 2027, softening SWU prices; (b) Urenco/Orano are announcing capacity expansions, making enrichment elastic by the horizon; (c) SMR timelines slip, so HALEU demand never materializes. Counter: Western capacity cannot replace Rosatom within the horizon and Centrus HALEU is a licensed near-monopoly; SWU already ~5x off lows. Survives, narrowed — but Centrus has itself already run ~4x. Gate verdict: SKEPTIC PANEL (0/3 refute → SURVIVES the panel). elasticity: stands (68%) — SWU is fungible and re-equilibrated fast post-Fukushima, and Urenco/Orano/Centrus expansio; priced_in: stands (66%) — The cheap version (buy LEU, already 4-5x'd) is priced, but the structural SWU/HALEU supply; demand_mechanism: stands (60%) — LWR-fleet SWU tightness + the Russian LEU ban make off-ore migration real regardless of SM
original kill criterion
  • SWU spot price falls materially from elevated levels (enrichment proved elastic)
  • Urenco/Orano/Centrus capacity additions outpace demand by the horizon
  • Russian-SWU waivers/normalization restore cheap supply
  • SMR/advanced-reactor HALEU demand slips past the horizon

Micron keeps spending $15 billion-plus a year building memory chips, because the new AI model designs are hungry for memory, not raw compute. This is a lasting shift, not a blip.

65% saved convictionleanresolution 2027-12-31outcome not recorded in exportopen card
read the why
the exact callBy 2027-12-31, does Micron (MU) annual capex remain ≥ $15B — i.e., the HBM/memory buildout the mixture-of-experts shift demands is structural, not a passing memory up-cycle?
saved rationalePROMOTED FROM HYPOTHESIS 'Mixture-of-experts shifts the binding AI-compute constraint from FLOPs to memory (HBM / advanced packaging)'. Thesis: As frontier models standardize on mixture-of-experts (sparse activation), the binding constraint on training and serving them migrates from raw compute/FLOPs (the GPU's logic die — where capital floods and NVIDIA competes) to MEMORY capacity + bandwidth per accelerator: HBM stacks and the advanced packaging (CoWoS/TSV) that bonds them. Rent accrues to the memory/packaging layer. Disconfirmer (sought first): SOUGHT FIRST: HBM and CoWoS capacity are being expanded aggressively (SK Hynix/Micron/Samsung racing HBM3E/HBM4; TSMC ~doubling CoWoS yearly) — if that capex makes memory/packaging elastic fast, the constraint dissolves there as it did on GPUs. Counter: CoWoS is a single-vendor (TSMC) chokepoint with a longer cycle than wafer fab, and higher-stack HBM yields are hard — so the constraint likely RELOCATES within memory (capacity→packaging/yield) rather than vanishing; the thesis survives, narrowed. Second real risk: if inference shifts to many small/on-device models, memory-capacity pressure eases. Gate verdict: SURVIVES, narrowed. Mechanism-backed (sparse activation provably trades FLOPs for memory), a real recurring reference class (the memory wall), and the capital tell is already visible — Micron capex jumped $8.4B→$15.9B (2024→2025) chasing HBM. The disconfirmer (aggressive HBM/CoWoS capex) is real but relocates rather than removes the constraint. Falsifiable with public capex series → eligible. Honest data gap: no keyless HBM-price series; capex is the keyless proxy.
original kill criterion
  • By 2027, HBM contract prices fall materially and lead-times normalize (memory proved elastic).
  • TSMC CoWoS capacity overtakes demand — advanced packaging no longer gates accelerator output.
  • Micron capex decelerates back below ~$12B/yr — the memory makers themselves stop chasing the constraint.

Solid-state battery material likely falls short. Factories making the key sulfide electrolyte won't reach 1,000 tons a year by 2028, because the tech keeps slipping like it has for a decade.

70% saved convictionlikelyresolution 2028-12-31outcome not recorded in exportopen card
read the why
the exact callWill aggregate announced+operating sulfide solid-electrolyte production capacity reach >= 1,000 t/yr by 2028-12-31?
saved rationalePROMOTED FROM HYPOTHESIS 'Value migrates to sulfide solid-electrolyte production (solid-state batteries)'. Thesis: If solid-state batteries reach automotive scale, the binding constraint and the rent migrate from cell/OEM to scalable sulfide solid-electrolyte production (dry-process, moisture-handling, yield) — today only ~tens of t/yr. Disconfirmer (sought first): Solid-state has slipped for over a decade and may not reach automotive scale by 2028 at all (premise-void). Industry may pick oxide/halide over sulfide, or stay with advanced liquid Li-ion. Capacity could lag without the thesis being 'wrong' if cells simply do not ship. Gate verdict: Survives PRE-CONSENSUS: narrative obscure (sat 0.10, pilot-plant news only), NO clean priced instrument so the price gate cannot have pre-priced it (unlike iridium, which the gate just killed), research surging (16-sigma talent/topic-share). Risk is premise+timing, not priced. Testable on a point-in-time capacity series.
original kill criterionAggregate announced+operating sulfide solid-electrolyte production capacity stays < 1,000 t/yr through 2028-12-31 (Brier-scored: rapid migration to the electrolyte constraint was wrong on this horizon).

Big grid-transformer prices stay high through 2028 despite new factories opening, because the real shortage moved upstream to the special electrical steel they're built from.

75% saved convictionlikelyresolution 2028-12-31outcome not recorded in exportopen card
read the why
the exact callBy 2028-12-31, does the US large-power transformer PPI (FRED, the engine's grid-equipment price series; 2025 level 442.7) remain >= 440 — i.e., grid-equipment prices do NOT mean-revert despite the announced 2027-28 transformer-factory capacity wave (Hitachi, Siemens) — because the binding node has migrated one layer upstream to grain-oriented electrical steel (GOES)?
saved rationalePRICING / pre-consensus leg of the engine's own graph-derived GOES bottleneck card (9c7e2666: P(bottleneck)=0.56, supply gap median 7.3x; the GPU/CoWoS layer is ELASTIC so rent doesn't land there). Discovery board ranks the grid-equipment cluster #1 leading channel — transformer PPI surprise 76.6sigma, transformer net-import-reliance 0.56->0.73 (US can't self-supply), GOES import partner-HHI 0.24->0.85(2021)->0.62, large-power transformer PPI 161->443 (2.75x). EXTERNAL CHECK (mid-2026): the transformer SHORTAGE itself is now CONSENSUS — ~half of planned US data centers delayed, 4-5yr lead times widely reported — so that leg is priced (no edge). The still-pre-consensus claim: the constraint has migrated UPSTREAM to GOES magnetic steel (only Cleveland-Cliffs makes it in the US; ~5 global producers Nippon/POSCO/Baowu/Thyssenkrupp; each new bell-anneal line ~$500-700M + scarce process engineers + secondary-recrystallization know-how, multi-year) and therefore does NOT relax when transformer ASSEMBLY capacity (Hitachi $1B+/Siemens, online 2027-28) arrives. Consensus GOES market reports price a sleepy ~5.4% CAGR niche; this bets a structural step-change keeps prices elevated through 2028. Base rate: structural commodity supply gaps rarely revert within 2-3y while the gap persists; capital floods the elastic assembly layer (engine capex tell: equipment assemblers ETN/PWR/VRT/HUBB funded; no GOES-steel pure-play capex even tracked) leaving rent on the inelastic GOES node. p=0.75.
original kill criterion
  • US large-power transformer PPI falls below 440 by 2028 — prices mean-reverted; the consensus 'capacity relief by 2027-28' arrived and the constraint relaxed.
  • New GOES capacity (ArcelorMittal Alabama 2027 + Cleveland-Cliffs Weirton + imports) closes the gap: GOES import partner-HHI drops below 0.4 AND prices ease — the upstream layer was more elastic than modeled.
  • AI/data-center capex retrenches so the ~10x demand shock voids — prices fall for demand reasons, not a supply win; the premise is gone (forecast neither confirmed nor a GOES win).
  • GOES-intensity per delivered MW drops via substitution (amorphous-metal cores, HVDC, behind-the-meter generation cutting grid-transformer demand) — GOES demand decouples from the buildout.

Power-transformer prices stay way above pre-pandemic levels through 2028, because the AI boom's real chokepoint is the grid and its gear, and that shortage isn't easing.

94% saved convictionnear certainresolution 2028-12-31outcome not recorded in exportopen card
read the why
the exact callBy 2028-12-31, does the U.S. PPI for power & distribution transformers (FRED PCU335311335311) remain >= 377 — i.e. >= 1.5x its 2018-2020 baseline (~251); 443 at as-of — meaning the electrical-supply constraint has NOT relaxed? [point-in-time as-of 2025-12-31; deepest derived bottleneck = grain-oriented electrical steel, supply gap 7.3x]
saved rationalePROMOTED FROM HYPOTHESIS 'The AI buildout's rent migrates from the GPU to the electrical interconnect'. Thesis: As compute is flooded with capital (elastic), the binding constraint on AI capacity moves downstream of the chip to POWER, and downstream of generation to the slowest physical/administrative layer: grid interconnection + large-power transformers + switchgear. Disconfirmer (sought first): SOUGHT FIRST: hyperscalers are already routing AROUND the public-grid queue with behind-the-meter co-located generation (gas, planned SMRs, solar+storage). If that scales, the interconnection queue is elastic after all and the constraint dissolves. Counter: behind-the-meter still needs transformers & switchgear — the constraint RELOCATES within the electrical layer, it does not vanish. The thesis survives, narrowed. Gate verdict: SURVIVES. The disconfirmer (behind-the-meter) is real but partial — it relocates the constraint inside the electrical layer rather than removing it. The base rate from three prior capital-flooded buildouts favors the slow physical layer. Mechanism-backed and falsifiable with public series → eligible.
original kill criterion
  • Large-power-transformer lead times FALL (vs the ~2024 ~2-year backlog) by the horizon — supply proved elastic.
  • Median grid-interconnection queue duration shortens materially (FERC Order 2023 clears the backlog).
  • Behind-the-meter generation becomes the dominant siting mode AND its own gear is unconstrained — the public-grid constraint never binds.

China likely does NOT hit the point of one retiree per three workers by 2035. Its aging is brutal but slower than that mark, though pensions and the workforce already strain.

88% saved convictionfairly sureresolution 2035-12-31outcome not recorded in exportopen card
read the why
the exact callBy 2035-12-31, does China old-age dependency ratio cross above 30 % (65+ ÷ 15–64) — the slow aging constraint binding on schedule?
saved rationaleSLOW-CONSTRAINT CARD (the aperture, execution §7). WDI SP.POP.DPND.OL (keyless). China ages BEFORE it gets rich ('未富先老'): old-age dependency crossing ~30% as the one-child cohorts retire strains pensions + the labor base — a binding fiscal/labor constraint on the world's #2 economy. OECD aging-society threshold. Drift-MC over the recent World Bank WDI trend → P(crosses above 30)=0.12 by 2035; the year-to-year variability is the honest uncertainty. A scheduled binding, not a tech bet — slow forces are near-deterministic but not certain.
original kill criterion
  • The trend reverses (the metric moves back away from 30) for 2+ readings.
  • A WDI revision materially restates the recent level/slope.

South Korea, the fastest-aging rich country, hits one retiree for every 2.5 workers by 2037, putting heavy strain on pensions and the shrinking workforce.

63% saved convictionleanresolution 2037-12-31outcome not recorded in exportopen card
read the why
the exact callBy 2037-12-31, does South Korea old-age dependency ratio cross above 40 % (65+ ÷ 15–64) — the slow aging constraint binding on schedule?
saved rationaleSLOW-CONSTRAINT CARD (the aperture, execution §7). WDI SP.POP.DPND.OL (keyless). Crossing ~40% (≈1 retiree per 2.5 workers) is a severe fiscal/labor stress level; Korea is the fastest-aging OECD economy and headed there within the decade. Threshold per OECD/UN aging-society convention. Drift-MC over the recent World Bank WDI trend → P(crosses above 40)=0.63 by 2037; the year-to-year variability is the honest uncertainty. A scheduled binding, not a tech bet — slow forces are near-deterministic but not certain.
original kill criterion
  • The trend reverses (the metric moves back away from 40) for 2+ readings.
  • A WDI revision materially restates the recent level/slope.

Germany ages to just two workers per retiree by 2052 as the boomers finish retiring, squeezing the labor base that runs its industry.

65% saved convictionleanresolution 2052-12-31outcome not recorded in exportopen card
read the why
the exact callBy 2052-12-31, does Germany old-age dependency ratio cross above 50 % (65+ ÷ 15–64) — the slow aging constraint binding on schedule?
saved rationaleSLOW-CONSTRAINT CARD (the aperture, execution §7). WDI SP.POP.DPND.OL (keyless). Germany's ratio (~40% now) heads toward 50% (2 workers per retiree) as the boomer cohort retires — the binding constraint on its industrial labor base. Drift-MC over the recent World Bank WDI trend → P(crosses above 50)=0.65 by 2052; the year-to-year variability is the honest uncertainty. A scheduled binding, not a tech bet — slow forces are near-deterministic but not certain.
original kill criterion
  • The trend reverses (the metric moves back away from 50) for 2+ readings.
  • A WDI revision materially restates the recent level/slope.