Watchlist · The part most research skips
Watchlist
The signals and forecasts Aroko is actively tracking, each with a stated claim, a horizon, and a kill condition.
Grouped by the six chokepoints named in Issue 13 — the same physical-and-financial constraints that govern where the AI buildout is genuinely rate-limited — plus Governance & Coordination, added for Issue 15, which tracks instruments rather than inputs.
Forecasts tracked
107
Currently open
99
Resolved
6
Missed
2
Resolved: held (6)
Resolved: held Grid Connections & Local ApprovalState PUC model-tariff adoptions beyond Colorado and Pennsylvania.
Monthly rolling scan
Resolved: held FinancingOBBBA safe-harbor project starts ahead of the July 2026 cutoff.
Monthly through July 2026
Resolved: held Raw MaterialsTaiwan LNG spot procurement activity (CPC Corp., next 30 days from publication).
Bloomberg LNG tracker, CPC Corp. — near-term
Resolved: held Power EquipmentHyperscaler behind-the-meter power announcements, next 6 months from publication.
SEC filings, NRC license applications — 6 months
Resolved: held Grid Connections & Local ApprovalPJM Base Capacity Auction clearing price, June 2026.
PJM auction results — June 2026
Resolved: held FinancingAnthropic legal challenge trajectory, next 90 days from publication.
Federal court filings — 90 days
Resolved: missed (2)
Resolved: missed Grid Connections & Local ApprovalFERC RM26-4 progression to a Notice of Proposed Rulemaking.
Quarterly docket check
Resolved: missed Grid Connections & Local ApprovalFERC RM26-4 progression.
Quarterly docket check
Open (99)
Open Grid Connections & Local ApprovalThe grid rules set in September 2026 still stand on Sept. 30, 2027: they are extended, written into law or tightened more often than they lapse; at least one of Texas, Virginia or California acts to make them stick; none of the three goes back to its old rules; and states and towns, not Washington, are still the ones making the call.
Through Sept. 30, 2027
Open Chips & PackagingTSMC results, Oct. 15: has Asia’s gas squeeze reached Taiwan’s chip factories?
Oct. 15, then quarterly
Open Grid Connections & Local ApprovalTexas environmental agency update, Oct. 19: the progress report on the data center permit freeze.
Oct. 19, once
Open FinancingBig tech earnings in late October, and the 10-year Treasury rate: is money pricier but still paid?
Rate daily, earnings quarterly
Open Raw MaterialsChina’s export-rule notices, before Nov. 10 and Nov. 27: does the written deadline catch up with the spoken Jan. 10?
Weekly, through Nov. 27
Open Grid Connections & Local ApprovalLocal data center pause end dates, from about Jan. 19: a new rule, or a quiet lapse?
From about Jan. 19, 2027, as each pause comes due
Open Grid Connections & Local ApprovalTexas grid study results, April 9, 2027: a likely trigger for Texas to lift its permit freeze.
April 9, 2027, once
Open Grid Connections & Local ApprovalVirginia’s and Texas’s 2027 legislative sessions: bills that write the grid rules into law or roll them back.
Once per session; dates unconfirmed
Open Grid Connections & Local ApprovalThe price-to-permission scale itself: grid pauses turning into plain prices, and China’s metals moving without licenses.
Quarterly
Open Grid Connections & Local ApprovalThe Senate and the federal grid regulator: does Washington take over the decision on who pays?
No dates set; monthly
Open Governance & CoordinationThrough the end of 2030, no instrument with the authority to delay, cap, or halt frontier AI training takes effect in the United States or China — every instrument touching the spread of AI capability stays unilateral or bilateral.
Through end-2030
Open Governance & CoordinationCommission publication of the EU AI Act Article 52(6) list of general-purpose AI models with systemic risk.
Quarterly
Open Governance & CoordinationUS–China channel output: any joint statement, standard, or testing arrangement from the Bessent-led channel.
As events land — from the September 24 meeting
Open Governance & CoordinationPRC comprehensive AI law, stage not signal: whether it reaches a scheduled first reading, and whether any published draft attaches at training rather than at service provision.
Quarterly — NPC Standing Committee calendar
Open Governance & CoordinationUS federal instrument log: any licence gate, compute cap, or pause trigger over a training run.
Quarterly — Federal Register and congress.gov
Open Governance & CoordinationAdvanced-compute trade framework at the G20, taking effect with both the US and China inside.
Quarterly
Open Governance & CoordinationWTO Appellate Body quorum: restored or not, base year 2019.
Quarterly
Open Governance & CoordinationFrontier-lab position on a cap: whether any lab endorses a cap on training compute itself.
As statements land
Open Governance & CoordinationOpen-weight capability compression: whether Kimi, DeepSeek, or another non-aligned open-weight model closes further on frontier benchmarks at continued low cost.
Quarterly
Open FinancingThe guarantee gap widens, not narrows, through end-2027: the distance between gross disclosed maximum contingent exposure and what a diligent outsider can independently estimate as probability-weighted exposure.
Through end-2027
Open FinancingRating-agency AI-guarantee research: any expected-loss methodology named at capped AI-vendor guarantees and applied to two or more issuers.
Quarterly
Open FinancingFSOC / BIS formal study status: whether the Financial Stability Oversight Council moves from "requested to study" to a published assessment of AI-debt systemic risk.
Quarterly
Open FinancingNew deal structure count: of the next five major tracked AI-infrastructure financings, how many use transparently priced structures versus capped or conditional guarantees.
Per deal, as they land
Open FinancingKBRA AI-7 contingent-commitment tracker: whether a netted or probability-weighted figure appears alongside the gross ceiling.
Quarterly
Open FinancingGuarantee-call events: any disclosed instance of an AI-infrastructure guarantee actually being called.
As they happen
Open Grid Connections & Local ApprovalLocal-opposition project value: quarterly halted or blocked AI-datacenter project value.
Quarterly
Open Power EquipmentTransformer lead-time resolution: whether Siemens’ flat-capacity-through-2030 guidance holds against WoodMac’s falling-lead-time read.
Quarterly — vendor earnings + trade press
Open Raw MaterialsGallium/germanium export-licensing renewal decision from Beijing, due November 27, 2026.
Event-driven — watch Oct–Nov 2026
Open Grid Connections & Local ApprovalNew-build and self-build siting share: Northern Virginia vs. alternative geographies.
Semi-annually — CBRE / JLL data center reports
Open FinancingBig-Four hyperscaler capex guidance citing AI demand or utilization as a reason for cuts.
Quarterly earnings
Open Skilled LaborSkilled labor pipeline: the 349,000–499,000 electrician / high-voltage-technician shortage.
Annually — ABC / ITIF releases
Open Power EquipmentSpace-based compute funding and engineering milestones (Starcloud and peers).
Ad hoc — funding announcements + technical disclosures
Open Chips & PackagingBy end-2027, Washington takes at least one formal allocation-side action on memory reaching commercial buyers, not only the strategic tier.
By end of 2027
Open Chips & PackagingCommerce’s response to the July 14 procurement ask.
Ongoing
Open Grid Connections & Local ApprovalNew York S10642/A11560 and copycat billing classes.
Monthly
Open Chips & PackagingMemory contract prices, quarter over quarter.
Quarterly
Open Chips & PackagingPriority-rating or CHIPS-derived memory instruments.
Monthly
Open Raw MaterialsChina’s critical-minerals licensing (gallium, germanium, graphite).
Quarterly
Open FinancingThe two-track sovereign-AI regime hardens rather than converges by mid-2027 — foreign-sovereign equity compounds while the U.S. ratifies no lab equity.
Mid-2027
Open FinancingA sovereign board seat or bespoke governance right at any U.S. frontier lab.
Ongoing
Open FinancingA second MGX-class full-stack vehicle closing (Qatar’s Qai / Brookfield trajectory).
Quarterly
Open FinancingA frontier round unable to close without sovereign anchor money.
Per major round
Open FinancingCFIUS Known Investor Program formalization and its first cohort.
At Federal Register updates
Open FinancingThe PIF-led EA deal outcome at its extended September 28 CFIUS date.
By 2026-09-28
Open FinancingAny U.S. lab-equity vehicle ratification (the OpenAI 5% float or a successor).
At congressional action
Open FinancingGulf deployment pace (Mubadala, MGX, PIF quarterly commitments).
Quarterly
Open Grid Connections & Local ApprovalThe state-by-state grid-connection cost spread widens, and fragmentation persists, through 2027.
Through 2027
Open Grid Connections & Local ApprovalThe six §206 compliance filings.
60-day filings due ~August 17, 2026 (extendable ~90 days)
Open Grid Connections & Local ApprovalThe New York large-load moratorium.
One-time, at the signing deadline
Open Grid Connections & Local ApprovalThe spread: any new state instrument at either pole.
Monthly
Open Grid Connections & Local ApprovalA campus that moves.
Monthly
Open Grid Connections & Local ApprovalThe grandfather seam.
Quarterly
Open Grid Connections & Local ApprovalMarket-operator rules (PJM, MISO, et al.; ERCOT apart).
Quarterly docket check
Open FinancingNextEra-Dominion ($67B).
One-time at the Q3 2026 filing, then the 2027 decision
Open Chips & PackagingAnnual China fab licenses (BIS VEU renewal) for Samsung China and SK Hynix China.
Annual, with in-year re-scoping possible
Open Chips & PackagingMemory contract prices and construction milestones (P&T7 and peer fabs).
Quarterly
Open Chips & PackagingDRAM antitrust litigation against the three memory makers.
As it develops
Open Chips & PackagingWhere AI-grade memory and packaging capacity is sited.
As announced
Open FinancingCapital spending guidance, and how it is financed.
Quarterly
Open Chips & PackagingCompression in production model size and inference footprint.
As major models ship
Open Power EquipmentThe power queue, from both ends: turbine/transformer delivery slots reserved, and interconnection queue withdrawal rates.
Quarterly, and annual queue studies
Open Raw MaterialsGovernment action on open models, following June 2026's export-control precedent.
As events occur
Open Power EquipmentTransformer lead times (delivered-and-energized, not OEM quotes).
Quarterly
Open Power EquipmentHeavy-frame turbine slots at GE Vernova, Siemens Energy, and Mitsubishi.
Quarterly earnings
Open Power EquipmentGrid-equipment order books and margin line.
Quarterly earnings
Open Grid Connections & Local ApprovalInterconnection-queue culls at PJM, ERCOT, and MISO.
Quarterly, at queue reports
Open Power EquipmentBehind-the-meter announcements: genset and fuel-cell lead times.
Quarterly
Open Grid Connections & Local ApprovalVirginia SCC merger docket on NextEra–Dominion.
Monthly docket check; one-time at final decision (expected Q4 2026 – Q1 2027)
Open FinancingPeer $30B+ regulated utility consolidation naming AI demand as a primary growth driver.
Monthly rolling scan
Open Power EquipmentOEM supply-chain consolidation beyond GE Vernova–Prolec GE.
Quarterly
Open Grid Connections & Local ApprovalFederal preemption legislation in the 120th Congress.
Monthly during session
Open Grid Connections & Local ApprovalReplacement AI executive order or reissued federal corridor authority.
Monthly; immediate on any reissuance signal
Open FinancingHyperscaler response to the Dominion deal.
Monthly rolling scan
Open FinancingAntitrust posture on cloud-power adjacency.
Quarterly
Open FinancingHyperscaler developer-platform equity stakes (Microsoft, Amazon, Meta, Oracle).
Monthly rolling scan
Open Power EquipmentTop-ten electrical-equipment OEM M&A activity.
Monthly rolling scan
Open FinancingAntitrust posture on cloud-power adjacency.
Quarterly
Open FinancingSovereign-AI infrastructure announcements (EDF–Mistral, G42, HUMAIN, METI).
Monthly rolling scan
Open Grid Connections & Local ApprovalVirginia HB 1515 disposition.
Quarterly through the 2026 legislative session
Open Grid Connections & Local ApprovalFERC June 2026 PJM large-load co-location ruling.
One-time ruling, June 2026
Open Grid Connections & Local ApprovalNovember 2026 midterm outcome and 120th Congress opening posture.
One-time event, November 2026, with rolling first-100-days assessment
Open Grid Connections & Local ApprovalNovember 2026 Imperial County ballot initiative on a data center ban.
One-time vote, November 2026
Open Grid Connections & Local ApprovalERCOT next CDR report and Bloom Energy Q1 2026 update.
Semi-annual
Open FinancingUK AI Opportunities Action Plan milestones.
Quarterly
Open Chips & PackagingBIS export control actions and chip allocation decisions.
Monthly
Open Chips & PackagingNVIDIA sovereign AI revenue by geography.
Quarterly earnings
Open FinancingEuropean and Indian sovereign AI program communications.
Ongoing
Open Raw MaterialsWTO dispute settlement status.
Quarterly
Open Grid Connections & Local ApprovalCPower/Bentaus production deployment results.
Target Q2–Q3 2026 — operator disclosures, CAISO/ISO-NE data
Open Grid Connections & Local ApprovalKraken–Uplight integration timeline for dispatching AI compute loads in live ISO markets.
Octopus Energy / Kraken quarterly updates
Open FinancingNemoClaw/OpenClaw enterprise adoption velocity among GTC 2026-named enterprises.
Enterprise earnings calls, software procurement data
Open Grid Connections & Local ApprovalFERC demand-response classification for AI compute.
Target Q3–Q4 2026 — FERC docket filings
Open Power EquipmentGE Vernova and Siemens Energy backlog.
Quarterly earnings calls
Open Grid Connections & Local ApprovalPUC exit fee dockets in Virginia, Texas, Georgia, and Ohio.
Quarterly
Open Grid Connections & Local ApprovalFERC gas lateral permitting timelines.
Quarterly
Open Power EquipmentGE Vernova / Siemens equipment backlog.
Quarterly earnings
Open Power EquipmentHyperscaler CCS / SMR milestones — Google's Broadwing CCS and Amazon's X-Energy SMR.
Semi-annually
Open Grid Connections & Local ApprovalBehind-the-meter vs. grid-tied capacity ratio (EIA Form 860).
Quarterly, EIA Form 860
Open Grid Connections & Local ApprovalMISO/SPP fast-track interconnection filings, Q2 2026.
FERC filings, LBNL Queued Up — Q2 2026
By chokepoint
Power Equipment 13 forecasts
Turbines, transformers, and the switchgear that connects generation to the grid.
Grid Connections & Local Approval 37 forecasts
Interconnection queues, siting fights, and the regulatory dockets (FERC, state PUCs, SCCs) that decide them.
Chips & Packaging 12 forecasts
Advanced packaging and memory (HBM) supply, concentrated among a handful of manufacturers.
Raw Materials 6 forecasts
Gallium, rare-earth magnets, and export-licensing regimes layered on top of geology.
Financing 29 forecasts
Not a physical constraint — who's exposed if one of the physical chokepoints bites harder than expected.
Skilled Labor 1 forecast
Electricians and high-voltage technicians able to build and commission the equipment above.
Governance & Coordination 9 forecasts
Not a physical constraint — whether any rule with authority over a frontier training run takes effect, and whether any instrument binds the US and China together rather than one of them alone.
This is what "adversarially reviewed" is supposed to mean
A forecast is only worth something if it could have been wrong. Every one above shipped with its own falsifier before we knew the answer — see how that review happens on the Methodology page.
Get each resolution as it happens
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