Reference page for annual SAFE 2921. Updated as new context lands.
Related: expanded cohort 3449, external tool 3505.
Cross-section thread: 2026-09-17 deck. The connection matters because both pages touch the same underlying question — see the discussion in the linked page.
- Safe → ship → GTM. Worth a second pass; the SAFE angle keeps coming back.
- Memory → short-term → embedding. Worth a second pass; the memory angle keeps coming back.