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Verification register AI & Agents

Readiness verdict

Llama 2

A dated reading of what is claimed, reported, and independently verified in the current evidence.

As of
2026-10-01
Revision
3
Method
v1.4.0

Current reading

Readiness band and full integer triple

AI-assisted assembly · derived results

Readiness band

Watch

Primary summary from verified readiness

Confidence
91% · stale
Computed at
2026-10-01T00:49:57.450888+00:00
Claimed
55

Public ambition and stated capability

Reported
55

Observed practitioner reporting

Verified
35

Independently supported evidence

Gap
+20

Claimed leads verified

Evidence strength Growing

Decision

What the current evidence supports

Agent-assisted assessment · independently reviewed · 2026-10-01

Usable for an existing bounded workload with a supported runtime.

Why
Serving experiments support practical deployment, but correctness varies by size and task, and some hosted endpoints have retired.
Next
Confirm support for the exact endpoint or self-hosted checkpoint, then compare workload accuracy, latency and maintenance costs with current alternatives.

Constraints

Blockers

  • Approximately 4K-token context
  • Dated static training knowledge
  • Custom license and English intended-use restrictions
  • Model-size-dependent accuracy and ordering bias
  • Retired Cloudflare int8 and fp16 chat endpoints

Evidence summary

Derived counts

AI-assisted assembly

Total
10
Tier 1
8
Tier 2
2
Tier 3
0
Supports
5
Contradicts
2
Context
3
Latest observed
2026-08-19

Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.

Publication record

Revisions

Revision 3

  1. 2026-08-20 Reading moved from watch to watch.
  2. 2026-09-22 Reading moved from watch to watch.
  3. 2026-10-01 Reading moved from watch to watch.

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