Verification register Security & Identity
Current reading
Readiness band and full integer triple
AI-assisted assembly · derived results
Readiness band
Ready
Primary summary from verified readiness
- Confidence
- 81% · stale
- Computed at
- 2026-08-20T10:53:07.24519+00:00
- Claimed
- 68
- Reported
- 64
- Verified
- 56
- Gap
- +12
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
Claimed leads verified
Evidence strength Strong
Decision
What the current evidence supports
Human editorial judgment · 2026-08-20
Wait for stronger evidence
- Why
- Now the best-funded interpretability vendor ($1.25B valuation) with strong enterprise/scientific traction, but partner-gated access and open-model-centric coverage make it premature for direct adoption in our stack.
- Next
- Monitor Ember's expansion to broader/closed-model coverage and any self-serve tier; pilot the open-sourced SAEs on a Llama model in a sandbox before considering partner engagement.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 13
- Tier 1
- 0
- Tier 2
- 11
- Tier 3
- 2
- Supports
- 7
- Contradicts
- 2
- Context
- 4
- Latest observed
- 2026-02-05
Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.
Publication record
Revisions
Initial public reading
- 2026-07-19 Reading moved from ready to ready.