Generative AI Fundamentals Map
Map/Trust and governance/Wave 11

Personal knowledge portability

Ownership, consent and exit rights over a person’s own knowledge.

capabilitySpeculative Open on the map →

Facts

Lane
Trust and governance
Wave
11 of 12 (build order, not a date)
Needs
3 boxes all the way back through hard links
Unlocks
1 boxes downstream through hard links
Leverage
0.1 points · stands in the way of 1 of 53 stages · rank 57 of 57
Cluster
Trust plumbing and the agent economy

Evidence as of October 2026

Around it

Needs · 2
Unlocks · 1

Openings researchers' judgement, October 2026 scouting

Startup room 58/100 · rank 15 of 124 Research room 45/100 · rank 77 of 124
Crowding2 Lab overlap3 Small-team fit4 Buyer today2 Research openness3
Depth
light
Players
MacPaw Portable Memory proposal; memx; Kontext; labs' memory import
Wedge
A cross-vendor memory schema whose meaning survives transfer between models, with a GDPR/DMA hook. startup
  1. 01MacPaw: Portable Memory