Audit Trail · Article #2391982

Sacha Baron Cohen’s laugh-free Ali G sequel represents a stunning career crash

Source article ↗ · The Globe and Mail · outlet lean: center · owner: Globe and Mail Inc. (Woodbridge) (corporate)

published 2026-10-22T18:00:00 · ingested 2026-10-22T14:23:13.548799

Bias Analysis · B.I.A.S.

LEFT score: -0.80 confidence: 90% vv3

The review is critical and negative, focusing on the perceived decline in quality of Sacha Baron Cohen's work.

Trigger phrases: stunning career crashgroaning and hoaryself-inflicted hitsbloody and bored

      computed at 2026-10-22T14:37:26.327238
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 38% valhalla/distilbart-mnli-12-3

      computed at 2026-10-22T14:38:15.730034-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-22T14:37:26.327238

Tier-2 at: 2026-10-22T14:37:26.327238

AI analyzed: ✓ at 2026-10-22T14:37:26.327238

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (3)

unverified Sacha Baron Cohen's Ali G: Who Iz I? is described as a 'stunning career crash'.

        fact_v1 · 2026-10-22T14:37:30.533085
      

unverified The movie opens with a po-faced Voltaire quote and closes with a self-congratulatory montage.

        fact_v1 · 2026-10-22T14:37:30.533085
      

unverified Ali G: Who Iz I? features actor Sacha Baron Cohen in the lead role.

        fact_v1 · 2026-10-22T14:37:30.533085
      

Cross-Outlet Cluster · I.N.K.

Sacha Baron Cohen’s laugh-free Ali G sequel represents a stunning career crash 1 article across outlets

      clustered at 2026-10-22T14:23:13.555025
    

Governance — C.R.E.E.D.

A+

overall grade

100.0

By Category

Accountability {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}

Environmental {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}

Fairness {'events': 3, 'grade': 'A+', 'note': 'below minimum volume (3 events; minimum 100 for a non-provisional score)', 'provisional': True, 'score': 100.0}

Privacy {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}

Safety {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}

Transparency {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}

Ethics audit by C.R.E.E.D. Institute · 3 events tracked

Raw Audit Trail (2 events)

2026-10-22T14:23:13.548799 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 NO SIGNAL DETECTED (not a centrist finding)",
    "score": 0.0,
    "signal_detected": false
  },
  "source_id": 488
}

2026-10-22T14:38:15.730034 bias_v2_scored

payload

{
  "confidence": 0.38,
  "ensemble_band": "center",
  "ensemble_score": 0.0,
  "label": "center",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.0
}

Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.