Verification register AI & Agents
Current reading
The readiness gap, in one scan
AI-assisted assembly · derived results
- Claimed
- 85
- Reported
- 77
- Verified
- 68
- Gap
- +17
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
Claimed minus verified
Evidence strength Strong
Decision
What the current evidence supports
Human editorial judgment · 2026-06-28
Proceed with caution
- Why
- Architecture is proven at trillion-parameter scale with real A/B lift and is now an MLPerf reference benchmark, but serving cost/latency and categorical-only constraints are verified blockers at our scale and budget.
- Next
- Prototype HSTU on a single high-traffic surface using the NVIDIA recsys-examples reference on one GPU; measure offline HR@100 / NDCG lift vs current SASRec-style baseline before any serving commitment.
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
- 2
- Tier 3
- 4
- Supports
- 3
- Contradicts
- 2
- Context
- 1
- Latest observed
- 2026-02-10
Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.
Publication record
Revisions
Initial public reading
This is the initial public reading. No earlier readiness change is recorded.