B.I.A.S. ANALYSIS
CENTER
LEFTCENTERRIGHT
Signal breakdown
Heuristic (v1/v3)
-0.20 · CENTER
ML v2 (DistilBERT)
-0.262 · LEFT
Ensemble
-0.131 · CENTER
🏦 Source Intelligence
Rolling outlet bias
CENTER
avg -0.040
1,023 articles tracked
7-day bias trend
LcenterR
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Article Excerpt
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Breadcrumb Trail Links
HomeLifeHomesCondosNew HomesShopping EssentialsHome LivingKitchen & Dining
Espresso on speed dial
KitchenAid's new line of fully automatic espresso machines provide the quickest route to a macchiato made to order.
Author of the article:
By Claire Young • Calgary Herald
Published Jul 31, 2026
Last updated 3 hours ago
4 minute read
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The KitchenAid KF4 is one of a new line of fully automatic espresso machines that offer a full menu of cafe offerings, including i…
Read full article at Calgary Herald ↗
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.
Analyzed by
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L.O.C.A.L.
quick v1 + full
Jul 31, 2026