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
- 66% · fresh
- Computed at
- 2026-09-22T00:11:59.793481+00:00
- Claimed
- 90
- Reported
- 84
- Verified
- 75
- Gap
- +15
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 · 2026-09-22
Proceed with caution
- Why
- Benchmarks show clear, verifiable gains (DeepSWE +8.4pts, OSWorld-2.0 +8.4pts, Terminal-bench +3.6pts) and it slots into an already-used Gemini Flash lineage, but the cost trajectory and token-usage overhead are unverified in this ecosystem's own workloads and the vendor itself flags rising real costs — warranting a guarded pilot rather than an immediate default swap.
- Next
- Pilot 3.8 Flash in the agy/Antigravity config against real ecosystem prompts (gemini-ask, gemini-brainstorm workloads) and measure actual token/cost delta before swapping it in as the default model, given Google's own disclosure that it is more token-hungry and The Register's reported ~40% real-world per-task cost increase; re-check before Jan 1 2027 when standard pricing doubles.
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
- 5
- Tier 3
- 1
- Supports
- 3
- Contradicts
- 2
- Context
- 1
- Latest observed
- 2026-09-02
Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.
Publication record
Revisions
Initial public reading
- 2026-09-21 Reading moved from mature to mature.