The night started with a $25 online sports bet. It ended in a $14K loss
Original article ↗ 🔒 Paywalled source — limited preview availableB.I.A.S. ANALYSIS
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LEFTCENTERRIGHT
Signal breakdown
Heuristic (v1/v3)
0.00 · CENTER
ML v2 (DistilBERT)
0.000 · CENTER
Ensemble
0.000 · CENTER
🏦 Source Intelligence
Rolling outlet bias
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avg -0.047
3,672 articles tracked
7-day bias trend
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Article Excerpt
Changes to gambling laws in 2021 have given rise to apps that allow users to bet money on sporting events, along with built-in casinos offering games like blackjack, roulette or poker. One study shows young men are particularly at risk of harm.
Read full article at CBC English Top Stories ↗
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.