Graded weekly · misses stay on the record

AI Brain Scorecard

Every forecast the M3I research brain has made on AI infrastructure — memory, custom silicon, networking, power and the macro regime — timestamped when made, then graded against what the tape actually did. The Audit Trail covers the geopolitical record; this page covers the AI one.

How it is gradedAI Predictive Intelligence

Demand, regime, convergence — one feedback loop

The brain reasons under three inputs — Jensen Huang's demand model (compute is revenue; the binding constraints are chips, memory, power and lithography), the Visser / 22V AI Macro Nexus regime read (weekly technical scores, absolute exhaustion and a consolidation playbook across a 100-name AI-infrastructure universe), and the Mosaic Method — the week's earnings prints and five tracked expert podcasts fused into one forecast, where convergence across differently-incentivized voices is the strongest signal. It does not score on valuation multiples.

Every call it makes carries a probability and a score-by date and is logged before the outcome is known. When the horizon expires — or an event tests the call early — it is graded Right, Partial or Wrong against end-of-day price data and public facts. Probabilities are updated weekly with a one-line reason; the original figure stays on the record. The misses are analysed in more depth than the hits, because they are where the calibration comes from.

What is published here. Index, theme and macro calls only — the semiconductor index, sector relatives, rates, memory pricing, Bitcoin, the crypto-rails index and its verticals, policy and financing events. Single-name calls and the per-name breakout-entry flags are graded on the same rules internally and reported here only as a tally, so this page never doubles as a stock list. The full-record hit-rate is shown alongside the published one for honesty; both are computed the same way.

Read the numbers with the sample size in mind. Under thirty graded calls this is directional, not statistical. The brain's known weakness is timing; its stronger skill is identifying floors and direction.

Running hit-rate
Open calls — scored when the horizon expires
Graded calls
What the misses taught
Independent verification

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M3I Research is for informational and educational purposes only. Nothing on this site constitutes financial, investment, legal, or tax advice, an offer or solicitation to buy or sell any security, or a recommendation of any investment strategy. The scores, signals, gauges, forecasts and interpretations are outputs of a proprietary research framework and should not be relied upon as the sole basis for any investment decision. Company names appear as factual examples of industry structure only. References to historical patterns, valuations and market levels describe past observations and do not guarantee future results. All investing involves risk, including the possible loss of principal. M3I Research is not a registered investment adviser or broker-dealer. Always do your own research and consult a qualified, licensed financial professional before making any investment decision.
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Past forecast accuracy does not guarantee future results. M3I scores are analytical outputs, not investment recommendations.