The Globe and Mail
🏢 Globe and Mail Inc. (Woodbridge)
Apr 28, 2026
· 7 min read
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AI meets DIY, for big savings on renovations
Original article ↗ 🔒 Paywalled source — limited preview availableB.I.A.S. ANALYSIS
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Heuristic (v1/v3)
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ML v2 (DistilBERT)
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Ensemble
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Rolling outlet bias
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Article Excerpt
ON MONEY
AI meets DIY, for big savings on renovations
DAVID BERMAN
INVESTMENT REPORTER
PUBLISHED APRIL 28, 2026
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I just returned from an extended weekend at my family cottage in Northern Ontario, with my older brother. In addition to the usual springtime chores of moving furniture and turning on the water, we dug up heavy muck.
A lot of it.
The long explanation: We repaired concrete supports on our front porch, which …
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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.