Audit Trail · Article #2340713

Are you a creature or a machine? How to live in ecological community in a time of AI

Source article ↗ · The Conversation Canada · outlet lean: center-left · owner: The Conversation (academic) (non_profit)

published 2026-10-15T15:13:02.166392 · ingested 2026-10-15T13:13:02.166392

Bias Analysis · B.I.A.S.

LEFT score: -0.20 confidence: 80% vv3

The article leans towards environmental concerns and the need for human connection with nature, which is more aligned with left-leaning perspectives.

Trigger phrases: environmentalistecological community

      computed at 2026-10-15T14:56:16.623480
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 46% valhalla/distilbart-mnli-12-3

      computed at 2026-10-15T14:57:22.227318-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-15T14:56:16.623480

Tier-2 at: 2026-10-15T14:56:16.623480

AI analyzed: ✗

Geographic Extraction · L.O.C.A.L.

Country: US

Province: —

Scope: international

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified As we are bombarded with apocalyptic headlines about the future of artificial intelligence, the writer, farmer and environmentalist Wendell Berry can help bring us back to our earthly community.

        fact_v1 · 2026-10-15T14:56:31.427779
      

Cross-Outlet Cluster · I.N.K.

Are you a creature or a machine? How to live in ecological community in a time of AI 1 article across outlets

      clustered at 2026-10-15T13:13:02.188303
    

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': 1, 'grade': 'A+', 'note': 'below minimum volume (1 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 · 1 events tracked

Raw Audit Trail (2 events)

2026-10-15T13:13:02.166392 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": 13769
}

2026-10-15T14:57:22.227318 bias_v2_scored

payload

{
  "confidence": 0.457,
  "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.