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Verification register AI & Agents

Readiness verdict

Llama 3 / Llama 3.1 405B (Meta)

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

Ready

Primary summary from verified readiness

Confidence
89% · stale
Computed at
2026-10-01T00:49:57.702053+00:00
Claimed
75

Public ambition and stated capability

Reported
55

Observed practitioner reporting

Verified
55

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

Suitable for evaluated text-serving workloads when a supported deployment is secured.

Why
Historical tests demonstrate repeatable inference serving, while provider retirements create maintenance constraints and application correctness still requires evaluation.
Next
Confirm an available exact-checkpoint deployment or self-hosting plan, then benchmark precision, concurrency, task accuracy and migration costs.

Constraints

Blockers

  • Large inference memory and compute requirements
  • Oracle on-demand and dedicated hosting retired August 3, 2026
  • Other providers' legacy status or missing catalog availability
  • Workload- and concurrency-dependent latency
  • Application correctness requires task-specific evaluation
  • Community-license conditions and December 2023 knowledge cutoff

Evidence summary

Derived counts

AI-assisted assembly

Total
13
Tier 1
10
Tier 2
3
Tier 3
0
Supports
6
Contradicts
3
Context
4
Latest observed
2026-08-03

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

Publication record

Revisions

Revision 3

  1. 2026-07-23 Reading moved from mature to mature.
  2. 2026-09-22 Reading moved from mature to mature.
  3. 2026-10-01 Reading moved from mature to ready.

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