Without proper safeguards, entrepreneurs can lose control of the dream
Original article ↗ 🔒 Paywalled source — limited preview availableB.I.A.S. ANALYSIS
CENTER
LEFTCENTERRIGHT
Signal breakdown
Heuristic (v1/v3)
-0.20 · CENTER
ML v2 (DistilBERT)
0.000 · CENTER
Ensemble
0.000 · CENTER
🏦 Source Intelligence
Rolling outlet bias
CENTER
avg -0.030
7,658 articles tracked
7-day bias trend
LcenterR
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Article Excerpt
MANAGING
Without proper safeguards, entrepreneurs can lose control of the dream
HARVEY SCHACHTER
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.
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quick v1 + full
Jul 20, 2026