AI/ML●●●●Gem
Experiments Mapping the "Primitive Layer" in Language Models
Semantic primitives show up in activation patterns across Qwen, Gemma, LLaMA, SmolLM2.
WizardryBig BrainZero to One
dchisholm125
203mo ago
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Who's in the weights? – which people 13 language models know
by heterodoxjedi·Jun 22, 2026·1 point·0 comments
AI Analysis
●●●BangerZero to OneBig BrainRabbit Hole
Tests 13 LLMs on 291 people to reveal what's actually baked into model weights.
Strengths
- •Novel methodology comparing confidence scores across 13 different model architectures.
- •Correlates model knowledge against Wikipedia pageviews with interactive scatter plot.
- •Reveals meaningful variation between models on the same person's recognition.
Weaknesses
- •Limited to 291 people — broader dataset would strengthen the findings.
- •No API or programmatic access to run custom queries against the test suite.
Category
Target Audience
ML researchers, AI engineers, people curious about model knowledge
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