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gpt54pro · Model identity and integrity report

Last updatedSep 13, 2026, 9:08 PM · Data window: past 90 days

Measured results (90 days)

7 runs · 1 hosts · 5 anomalies

Family-fingerprint consistency

  anthropic        4  ██████████████░░░░░░░░░░░   57% (suspicious)
  openai           2  ███████░░░░░░░░░░░░░░░░░░   29% (expected)
  unknown          1  ████░░░░░░░░░░░░░░░░░░░░░   14% (suspicious)

Observed V3 sub-model mapping

  → abstain                                  5 (71%) — low confidence
  → unknown                                  2 (29%) ⚠ mismatch

Capability score distribution (auxiliary)

  0-49     █████████████████████████    7
  50-69    ░░░░░░░░░░░░░░░░░░░░░░░░░    0
  70-89    ░░░░░░░░░░░░░░░░░░░░░░░░░    0
  90-100   ░░░░░░░░░░░░░░░░░░░░░░░░░    0

Host integrity ranking

HostRunsAverage scoreFamily matchMost common V3 match
http://187.53.135.158:7101/v17029%

Recent anomalies

http://187.53.135.158:7101/v1Sep 10, 2026, 8:21 AM
Self-claimed model
gpt-5.4-pro
V2 predicted family
anthropic
V3 best match
Verdict
V3 low confidence · Abstain
http://187.53.135.158:7101/v1Sep 9, 2026, 7:42 PM
Self-claimed model
gpt-5.4-pro
V2 predicted family
anthropic
V3 best match
Verdict
V3 low confidence · Abstain
http://187.53.135.158:7101/v1Sep 9, 2026, 6:24 AM
Self-claimed model
gpt-5.4-pro
V2 predicted family
openai
V3 best match
Verdict
V3 low confidence · Abstain
http://187.53.135.158:7101/v1Sep 8, 2026, 5:07 PM
Self-claimed model
gpt-5.4-pro
V2 predicted family
anthropic
V3 best match
Verdict
V3 low confidence · Abstain
http://187.53.135.158:7101/v1Sep 7, 2026, 12:06 PM
Self-claimed model
gpt-5.4-pro
V2 predicted family
anthropic
V3 best match
Verdict
V3 low confidence · Abstain

Methodology

BazaarLink Probe combines a Bayesian V2 family classifier across nine fingerprint categories with V3 sub-model references to verify endpoints claiming gpt54pro. Low family consistency, a different V3 match, or divergence from selfClaim is flagged as anomalous. BazaarLink Probe home.

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