Verification register AI & Agents
Current reading
Readiness band and full integer triple
AI-assisted assembly · derived results
Readiness band
Mature
Primary summary from verified readiness
- Confidence
- 64% · fresh
- Computed at
- 2026-07-23T19:13:03.150048+00:00
- Claimed
- 90
- Reported
- 85
- Verified
- 78
- Gap
- +12
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
Claimed leads verified
Evidence strength Growing
Decision
What the current evidence supports
Human editorial judgment · 2026-07-23
Track; not yet
- Why
- GPT-4o was voluntarily retired by OpenAI (2026-02-13) after collapsing to ~0.1% usage share and being cited as OpenAI's worst model for sycophancy amid self-harm-related lawsuits. It is historically important as the direct architectural predecessor of today's natively multimodal flagships, but the model itself is end-of-life and not a live adoption candidate.
- Next
- No direct adoption action for GPT-4o itself — it is retired from ChatGPT and being phased out at the API level. Track the architectural pattern it pioneered (single model, all modalities) as already reflected in current flagship choices (Claude Opus 4.x Vision, GPT-5.x, Gemini 3.x) rather than integrating this specific model.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 6
- Tier 1
- 0
- Tier 2
- 4
- Tier 3
- 2
- Supports
- 2
- Contradicts
- 2
- Context
- 2
- Latest observed
- 2026-07-23
Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.
Publication record
Revisions
Initial public reading
- 2026-07-23 Reading moved from mature to mature.