Verification register AI & Agents
Current reading
Readiness band and full integer triple
AI-assisted assembly · derived results
Readiness band
Watch
Primary summary from verified readiness
- Confidence
- 84% · fresh
- Computed at
- 2026-10-01T00:22:26.552892+00:00
- Claimed
- 55
- Reported
- 35
- Verified
- 35
- Gap
- +20
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
Claimed leads verified
Evidence strength Strong
Decision
What the current evidence supports
Agent-assisted assessment · independently reviewed · 2026-10-01
Consider for bounded workflows after task-specific evaluation.
- Why
- The API is production-supported and independently tested, but audio reasoning, long-context recall and rule-following remain unreliable in some tested settings.
- Next
- Test the exact configuration on representative tasks, measure billed cost and repeatability, and enforce consequential actions outside the model.
Constraints
Blockers
- Weak recall near the maximum context length
- Limited Southeast Asian audio-reasoning accuracy
- Visible instructions do not reliably prevent prohibited actions
- Output verbosity and total cost depend on the workload
- Results depend on thinking settings, prompts and evaluation harness
- Computer Use remains a preview capability
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 12
- Tier 1
- 9
- Tier 2
- 2
- Tier 3
- 1
- Supports
- 5
- Contradicts
- 4
- Context
- 3
- Latest observed
- 2026-09-23
Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.
Publication record
Revisions
Revision 16
- 2026-07-19 Reading moved from watch to watch.
- 2026-07-21 Reading moved from watch to ready.
- 2026-07-22 Reading moved from watch to ready.
- 2026-07-23 Reading moved from watch to ready.
- 2026-07-23 Reading moved from watch to ready.
- 2026-07-23 Reading moved from watch to ready.
- 2026-07-27 Reading moved from watch to ready.
- 2026-07-30 Reading moved from watch to ready.
- 2026-08-05 Reading moved from watch to ready.
- 2026-08-10 Reading moved from watch to ready.
- 2026-08-17 Reading moved from watch to ready.
- 2026-08-20 Reading moved from watch to ready.
- 2026-09-21 Reading moved from watch to ready.
- 2026-09-22 Reading moved from watch to ready.
- 2026-09-22 Reading moved from ready to watch.
- 2026-10-01 Reading moved from watch to watch.