Banning kids from social media sounds like common sense. The evidence says otherwise
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LEFTCENTERRIGHT
Signal breakdown
Heuristic (v1/v3)
0.00 · CENTER
ML v2 (DistilBERT)
-0.246 · LEFT
Ensemble
-0.123 · CENTER
🏦 Source Intelligence
Rolling outlet bias
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avg -0.104
10,364 articles tracked
7-day bias trend
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Article Excerpt
OPINION
Banning kids from social media sounds like common sense. The evidence says otherwise
KARA BRISSON-BOIVIN
SPECIAL TO THE GLOBE AND MAIL
PUBLISHED APRIL 30, 2026
Open this photo in gallery:
Research to date shows that social media bans are not the clear solution they are hoped to be.
KATIE COLLINS/REUTERS
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Kara Brisson-Boivin is the director of research at MediaSmarts.
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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.