Audit Trail · Article #2440228

The Assembly returns for new season with Hudson Mack, Jay Baruchel for candid interviews

Source article ↗ · Vancouver Sun · outlet lean: center-right · owner: Postmedia (corporate)

published 2026-10-29T18:00:27 · ingested 2026-10-29T14:29:43.325885

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.20 confidence: 70% vv3

The article presents a balanced view by highlighting the candid nature of the interviews without taking a strong stance for or against the show.

Trigger phrases: strips away the usual protectionscandor that other people might not otherwise have

      computed at 2026-10-29T14:38:04.145687
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.256 confidence: 37% valhalla/distilbart-mnli-12-3

      computed at 2026-10-29T15:14:53.319421-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.028

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-29T14:42:08.797388

Tier-2 at: 2026-10-29T23:35:49.867059

AI analyzed: ✗

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: BC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

true The Assembly returns with new season featuring Hudson Mack and Jay Baruchel.

The article explicitly mentions the return of The Assembly for a new season with these specific guests.

        T.A.L.O.N. · 2026-10-29T23:35:49.867059
      

true The show features autistic and neurodivergent interviewers asking candid questions.

The article details how the series allows for unscripted, face-to-face exchanges without typical protective measures.

        T.A.L.O.N. · 2026-10-29T23:35:49.867059
      

Cross-Outlet Cluster · I.N.K.

The Assembly returns for new season with Hudson Mack, Jay Baruchel for candid interviews 1 article across outlets

      clustered at 2026-10-29T14:29:43.336422
    

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)

2026-10-29T14:29:43.325885 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": 593
}

2026-10-29T15:14:53.319421 bias_v2_scored

payload

{
  "confidence": 0.366,
  "ensemble_band": "center",
  "ensemble_score": 0.028,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.256
}

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