Why doing hard things on purpose pays off
Original article ↗ 🔒 Paywalled source — limited preview availableB.I.A.S. ANALYSIS
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Signal breakdown
Heuristic (v1/v3)
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ML v2 (DistilBERT)
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Ensemble
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🏦 Source Intelligence
Rolling outlet bias
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avg -0.097
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Article Excerpt
NEWSLETTER
Why doing hard things on purpose pays off
DÉJÀ LEONARD
SPECIAL TO THE GLOBE AND MAIL
PUBLISHED 1 HOUR AGO
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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.