Major Validations

The two-gate call.

MindCast's January 20, 2026 simulation predicted that China would continue blocking commercial H200 access, tolerate limited gray-market leakage, force domestic substitution through ecosystem discipline, and test but not concede to U.S. monetized access architecture. The Beijing summit of May 13–15 confirmed each component. Commerce cleared roughly ten Chinese firms to purchase H200s at up to 75,000 units each — Alibaba, Tencent, ByteDance, JD.com, with Lenovo and Foxconn authorized as distributors. Not one chip was delivered. President Trump confirmed the refusal directly on Air Force One: China "chose not to" because "they want to develop their own." Import acceptance, not export eligibility, determined capability flow.

The enforcement-posture call.

The same simulation predicted the United States would answer with process friction and targeted enforcement rather than tariff escalation or supply-chain decoupling. U.S. Trade Representative Jamieson Greer confirmed after the summit that chip export controls were not a major part of the talks, and no tariff escalation or decoupling action followed. Commerce Secretary Howard Lutnick separately confirmed in Senate testimony that Beijing has steered investment toward domestic chipmakers.

The metrics, revised against the record.

Five indices published in January were rescored on summit-period observables. The Two-Gate Control Index moved from 0.28 to 0.24 as U.S. licensing expanded without Chinese acceptance, widening rather than closing the dual-gate gap. Enforcement Discretion rose from 0.88 to 0.91 on the President's own admission that Beijing declined despite approval. Behavioral Drift rose from 0.72 to 0.78 as Chinese firms canceled H200 orders and migrated to Huawei Ascend. Domestic Maturity rose from 0.58 to 0.64 as DeepSeek V4, Kimi K2.6, MiniMax M2.7, and GLM-5.1 demonstrated frontier capability decoupled from H200 access.

The graded miss — scenario weighting.

The January model set Scenario A, negotiating tactic, as the base case at 0.45 and Scenario C, structural rejection, at 0.22. The May outcome tracked Scenario C. The control index was projected to rise toward 0.45–0.55 under the base case; it fell to 0.24 instead. The directional prediction landed and the probability distribution behind it did not, and the misweighted layer was the read of Beijing's reactive timing as leverage extraction rather than structural refusal. Published at the same level as the hits.

Five predictions carried a settlement date of August 15, 2026. All five are graded below against their named verification sources. Misses appear at the same level of detail as hits.

H200 deliveries stay near zero — MISS

The call required physical deliveries to the ten approved buyers at zero or below 5 percent of licensed capacity. ByteDance and Tencent each took delivery of roughly 10,000 H200 processors, reported by the Financial Times on August 19, 2026, with other approved firms expected to receive comparable tranches. The combined volume runs to about 13 percent of the 75,000-unit per-firm ceiling set under the January 2026 rule.

Reporting describes the deliveries as occurring over recent weeks, so the exact crossing date relative to August 15 is not resolvable from public sources. The threshold was breached and the call fails.

The underlying mechanism held longer than the threshold did. Washington approved the sales in January 2026 and no chips moved for roughly seven months. Nvidia halted China-bound H200 production in March and redirected that capacity. Beijing's demand control, not American licensing, governed the outcome for two full quarters. The forecast error was a threshold set too tight against a mechanism read correctly.

Taiwan arms package — HIT, PROVISIONAL

The call required the $14 billion package either to remain in abeyance or to receive approval without explicit Chinese concession. As of mid-May 2026 the package remained unsigned, with reporting describing continued hesitation following a call with Xi, and Taiwan had only recently appropriated funding covering both this package and an earlier $11 billion tranche.

Graded provisional pending confirmation of presidential signature timing through the settlement date.

Governance frameworks exclude commercial-to-military verification — UNSETTLED

The call required any announced bilateral AI governance framework to omit mechanisms governing commercial-to-military capability transfer. No published terms-of-reference document has been located.

The entry is unsettled rather than correct. Its falsifier assumed a framework would be announced, and absent one the prediction has no object to grade. Reissue requires a conditional structure: if a framework is announced, then the omission test applies.

Enforcement action on a Chinese AI firm — MISS

The call required at least one additional Chinese commercial-AI firm to face Entity List or sanctions action tied to adversary operational support. Treasury warned in July 2026 that Chinese firms face direct financial sanctions and Entity List blacklisting over model distillation, and the White House publicly accused a Beijing-based firm of distilling an American frontier model. Outside analysts recommended designations for three named firms.

Stated intent is not designation. No Bureau of Industry and Security action appears in the record by the settlement date. The call fails, and the error was treating an announced posture as an imminent instrument.

Autumn truce preserves options rather than settling structure — SETTLEMENT DATE DEFECT

The call turns on what the trade-truce expiration produces. The expiration falls after August 15, so the entry cannot settle on its own date. The defect is in the register rather than in the forecast, and the entry reissues with a settlement date tied to the expiration itself.

Tally: one hit, two misses, one unsettled, one date defect.

Both misses share a shape. Each predicted the continued absence of an action, and each was overtaken within weeks of its window. Absence-of-action calls require either a wider threshold or a shorter horizon than either entry carried.

Major Outstanding Predictions

In August 2026 the Trump Administration declared a national emergency over foreign-made grid equipment, restricting who may sell transformers and control systems into the American power system. Days later, X disclosed a China-linked account network pushing claims that AI data centers raise household electricity bills, and an independent researcher found the campaign reached almost nobody. The federal rule is reshaping the AI buildout. The influence campaign is not.

Six predictions carry the most weight.

American rules keep two separate tests rather than collapsing into one. Federal implementation preserves security screening based on who controls a supplier, alongside a distinct preference for domestic manufacture that applies only to federal purchasing. Through June 30, 2027. Settlement: Federal Register. 84–93%

Congress leaves data center siting to the states. Federal security policy deepens through equipment and procurement rules while Congress passes no comprehensive federal siting or preemption law. Through December 31, 2027. Settlement: public law. 85–95%

Taiwan keeps the advanced chips. A majority of global wafer capacity at 5 nanometer and below, the class used for AI accelerators, remains located in Taiwan. Through December 31, 2027. Settlement: TrendForce foundry capacity reporting. 82–92%

No American authority blames China for a data center decision. No United States regulator, court or federal agency finds that a foreign influence campaign materially caused a named tariff outcome, permit denial or moratorium. Through December 31, 2027. Settlement: commission orders, judicial opinions, federal agency statements. 80–89%

Power bills survive when the chips do not arrive. No utility contract in the defined corpus excuses a data center customer from paying for power it committed to buy, on the grounds that its computing hardware arrived late. Through December 31, 2027. Settlement: federal and state commission tariff filings. 78–89%

Agreeing to curtail buys a faster grid connection. At least one grid operator tariff accepted by federal regulators grants expedited large-load interconnection to customers who commit to reduce power during shortages or bring their own generation. By December 31, 2027. Settlement: Commission orders and accepted tariff sheets. 72–84%

Longer-dated.

The Inevitability Threshold arrives in Q2 2027, the point at which hardware-layer export controls stop functioning as strategic constraint absent access-layer governance. The summit produced no access-layer commitments, leaving the timeline intact.

Four gray-market thresholds run continuously, any two of which force a structural-shift upgrade: cumulative leakage above 50,000 units, premium compression below 1.5× list, more than three documented multi-rack deployments from gray-sourced chips, and material volume emergence through Singapore or Malaysia routing hubs. The Geodesic Availability Ratio rose to 0.36 on active migration toward Blackwell B200 and B300 — expanding, still below ecosystem-shaping scale.

The control index publishes monthly against scenario trajectory, validated where correlation with customs reporting, supplier signals, and gray-market pricing exceeds 0.7.