Generative AI Fundamentals Map

Map/Interfaces and society/Wave 10

Intent interfaces

A person states what they care about precisely enough for agents to act on it, and notices when it is misread.

capabilitySpeculative Open on the map →

Facts

Lane: Interfaces and society
Wave: 10 of 12 (build order, not a date)
Needs: 4 boxes all the way back through hard links
Unlocks: 3 boxes downstream through hard links
Leverage: 0.2 points · stands in the way of 3 of 53 stages · rank 36 of 57
Cluster: Trust plumbing and the agent economy

Evidence as of October 2026

Around it

Needs · 2

Persistent memorycapability · Emerging
Agent-to-agent protocolscapability · Emerging

Unlocks · 1

Human-agent symbiosisstage · Speculative

Brakes

Works against this box

Sycophancybrake · Built today

Openings researchers' judgement, October 2026 scouting

Startup room 32/100 · rank 107 of 124 Research room 52/100 · rank 54 of 124

Crowding3 Lab overlap5 Small-team fit3 Buyer today2 Research openness4

Depth: light
Players: Thesys ($4m+ seed); CopilotKit; Honor agentic OS; OpenAI/io device; Apple and Google OS agents
Wedge: Error recovery and trust in intent-to-action interfaces; platform owners hold distribution. research

01CopilotKit: generative UI