Canada ranks 17th of 22 advanced economies on business formation—and the leaders all followed the same playbook
Original article ↗B.I.A.S. ANALYSIS
CENTER
LEFTCENTERRIGHT
Signal breakdown
Heuristic (v1/v3)
-0.50 · CENTER
ML v2 (DistilBERT)
0.257 · RIGHT
Ensemble
0.129 · CENTER
🏦 Source Intelligence
Rolling outlet bias
CENTER
avg -0.192
320 articles tracked
7-day bias trend
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Article Excerpt
# Editorial Summary This submission argues that Canada's poor business formation rate (17th of 22 advanced economies) stems from reversing the proven policy sequence: other leaders established competitive framework conditions (low corporate taxes, light regulation, open markets) before deploying targeted supports, while Canada layers boutique credits onto a deteriorating tax and regulatory base. The piece excels in comparative international evidence and concrete policy specifics (Estonia's distributed-profits tax, Ireland's rate cuts, Singapore's temporary exemptions), though it relies heavily…
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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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Aug 15, 2026