Protection against AI herding
Keeping many firms on similar models from moving markets in lockstep.
capabilityEmerging Open on the map →
Facts
- Lane
- Finance and capital allocation
- Wave
- 8 of 12 (build order, not a date)
- Needs
- 1 boxes all the way back through hard links
- Unlocks
- 0 boxes downstream through hard links
- Leverage
- None
- Cluster
- Science and medicine
Evidence as of October 2026
The Bank of England warned in April 2025 that firms using similar AI models could take "increasingly correlated positions" and amplify shocks.
Around it
Needs · 1
Unlocks · 1
Openings researchers' judgement, October 2026 scouting
Startup room 49/100 · rank 37 of 124 Research room 66/100 · rank 15 of 124
- Depth
- light
- Players
- Bank of England (stress tests, FSR); ICLR 2026 herding paper; no startups found
- Wedge
- Measuring model and information homogeneity across live market participants; an AI-correlation monitoring service for regulators and supervised firms. research