U of M exhibition brings ancient Roman Egyptian documents to life
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CENTER
LEFTCENTERRIGHT
Signal breakdown
Heuristic (v1/v3)
0.10 · CENTER
ML v2 (DistilBERT)
0.267 · RIGHT
Ensemble
0.183 · CENTER
🏦 Source Intelligence
Rolling outlet bias
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avg -0.045
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Article Excerpt
Two thousand years ago, people in Roman Egypt wrote letters, kept receipts, made lists and dealt with the everyday bureaucracy of life. Some of those pieces of ancient life are […]
Read full article at Winnipeg Free Press ↗
How we scored this article
WTF uses a two-tier system: every article gets a heuristic bias score from keyword analysis, and priority articles (high overlap across 3+ outlets or strong heuristic signal) get full LLM analysis from B.I.A.S. and V.E.R.I.F.Y.
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Aug 17, 2026