Four-lens research desk
Four lenses hunt the next trillion-dollar stocks.
Agreement is the signal.
A scout hunts trillion-dollar DNA — the traits today's giants showed before they were giants — in small companies now. Three independent lenses — fundamentals, game theory, street consensus — work the cohort blind. When their threads converge, Mag8 measures it.
How a run works
One scout finds the cohort
Deep web research hunts trillion-dollar DNA: the traits today's mega-caps showed before they were big, matched to small and mid-caps riding the same secular waves now.
Three lenses work blind
Fundamentals, game theory, and street consensus each analyze every candidate — independently, never seeing each other.
Agreement gets measured
A compiler scores each stock; deterministic code verifies the arithmetic. Where independent methods converge, the score says so.
Why blind lenses? Any one method can talk itself into a story. Independent methods agreeing is harder to fake — that agreement, the confluence, is what gets scored.
The scale is real: a full run fields 26 agents — one discovery scout, three lens analysts on each of eight candidates, and one compiler. And none of it is improvised: every lens works from methods published in academic research, all 32 works cited.
Under the hood — the two engines doing the unusual work
Trillion-dollar DNA, found early
STAGE 01 · SCOUTEvery giant was small once — and the traits showed up before the market cap did. The scout studies what today's trillion-dollar companies looked like before they were big, then hunts the US small- and mid-cap universe for that same genome now, wave by wave.
Discovery opens the case — it names the traits matched and the wave underneath. It never scores its own picks; the three lenses attack the thesis blind.
Game theory: it war-games the world
LENS 02 · GTMost research asks what a company is worth. This lens asks what the world around it is about to do. It maps the players who will actually decide the outcome — states, central banks, incumbents, regulators — scores each on mass, energy, and coordination, and follows the moves they're structurally compelled to make. Then it prices the gap between what's likely and what's priced in.
Every read ends with a number and a kill switch: an Asymmetry Score for the mispricing, and the observable condition that would prove the whole thesis wrong.
MOCKUP LEADERBOARD
full board opens at launchFundamentals, game theory, and street consensus each file a blind verdict.
Where independent methods converge, the score climbs — agreement is the signal.
Value-trap gates veto weak stories before they ever reach the board.
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