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<title>jspace-nanogpt.git/docs/assets/fig3_synthetic_pair.png, branch main</title>
<subtitle>J-space on nanoGPT: Jacobian Lens replication &amp; critique. J-lens norms anti-correlate with token frequency (r ~ -0.61 to -0.69); frequency-matched synthetic pair + causal loss-reweighting tests.</subtitle>
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<updated>2026-08-07T13:32:21Z</updated>
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<title>Visualize J-lens frequency findings</title>
<updated>2026-08-07T13:32:21Z</updated>
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<name>CaptainJack2491</name>
<email>jayrupnakawala@gmail.com</email>
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<published>2026-08-07T13:32:21Z</published>
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