Generative AI Fundamentals Map

Map/Agents and organisations/Wave 10

Divergent-copy reconciliation

Copies of a knowledge base that drift apart can merge without losing disagreements.

capabilitySpeculative Open on the map →

Facts

Lane: Agents and organisations
Wave: 10 of 12 (build order, not a date)
Needs: 18 boxes all the way back through hard links
Unlocks: 0 boxes downstream through hard links
Leverage: None
Cluster: Trust plumbing and the agent economy

Evidence as of October 2026

Around it

Needs · 2

Shared ontology and wikicapability · Emerging
Audit and attributioncapability · Emerging

Unlocks · 1

Long-latency civilisationstage · Speculative · helps, not required

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

Openings researchers' judgement, October 2026 scouting

Startup room 52/100 · rank 31 of 124 Research room 66/100 · rank 18 of 124

Crowding1 Lab overlap2 Small-team fit5 Buyer today2 Research openness5

Depth: light
Players: Only 2026 preprints: MELD, LatticeMind, StateFuse
Wedge: Semantic merge of divergent agent beliefs with provenance and conflict preservation; adjacent to memory and wiki systems. research