Verification register AI & Agents
Current reading
Readiness band and full integer triple
AI-assisted assembly · derived results
Readiness band
Ready
Primary summary from verified readiness
- Confidence
- 66% · stale
- Computed at
- 2026-08-20T10:52:20.342791+00:00
- Claimed
- 85
- Reported
- 77
- Verified
- 68
- Gap
- +17
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
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
- 10
- Tier 1
- 0
- Tier 2
- 3
- Tier 3
- 7
- Supports
- 4
- Contradicts
- 4
- Context
- 2
- 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
- 2026-07-19 Reading moved from ready to ready.