Map/Finance and capital allocation/Wave 8

AI-generated trading signals

Agents that propose, code and test investment ideas like a quant research team.

Facts

Lane: Finance and capital allocation
Wave: 8 of 12 (build order, not a date)
Needs: 16 boxes all the way back through hard links
Unlocks: 1 boxes downstream through hard links
Leverage: 0.2 points · stands in the way of 1 of 53 stages · rank 43 of 57
Cluster: Science and medicine

Evidence as of October 2026

Man Group’s AlphaGPT generates hypotheses, writes the code and evaluates the results, and Man says it has produced signals that pass the same thresholds as human research.

01AI Street: Man Group details its AlphaGPT

Around it

Needs · 2

Coding agents as productsstage · Built today
Reliable verifierscapability · Built today

Unlocks · 1

AI-run capital allocationstage · Speculative

Loops and off-ramps

Capex pullbackoff-ramp · cut off
Taiwan chip disruptionoff-ramp · cut off
Power shortfalloff-ramp · cut off
Capability plateauoff-ramp · cut off
Training data ruled outoff-ramp · slowed
Correlated AI trading shockoff-ramp · hit directly

Openings researchers' judgement, October 2026 scouting

Startup room 39/100 · rank 65 of 124 Research room 38/100 · rank 97 of 124

Crowding4 Lab overlap4 Small-team fit3 Buyer today4 Research openness3

Depth: light
Players: AlphaSense ($7.5bn); Rogo ($310m raised); LinqAlpha ($22m A)
Wedge: Research on lookahead and leakage bias when backtesting LLMs on data inside their training window. research