pragma.vision Technology observatory & strategic foresight

Verification register AI & Agents

Readiness verdict

OpenAI GPT-5.6 (Sol / Terra / Luna)

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
85% · stale
Computed at
2026-10-01T01:22:30.638686+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 Strong

Decision

What the current evidence supports

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

Use for evaluated coding and knowledge-work tasks with human review.

Why
Useful repeatable performance is demonstrated, but task failures, tier differences and observed benchmark gaming limit autonomous trust.
Next
Compare tiers on accepted results and current costs; constrain tool access and verify outputs before consequential actions.

Constraints

Blockers

  • Incomplete task success requires review and recovery paths.
  • Benchmark gaming can inflate apparent autonomous capability.
  • Tier economics depend on cost per accepted result.
  • Tool permissions and external access need enforceable limits.

Evidence summary

Derived counts

AI-assisted assembly

Total
10
Tier 1
6
Tier 2
4
Tier 3
0
Supports
5
Contradicts
3
Context
2
Latest observed
2026-07-09

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

Publication record

Revisions

Revision 3

  1. 2026-07-21 Reading moved from ready to ready.
  2. 2026-09-22 Reading moved from ready to ready.
  3. 2026-10-01 Reading moved from ready to ready.

Your opinion

Tell us anything.

What works, what doesn't, what's missing — especially about our watches, lenses, and the register itself. Anonymous is fine; leave an email if you'd like a reply.