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<title>jspace-nanogpt.git/smoke_test_v3.py, 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>2026-07-31T15:22:45Z</updated>
<entry>
<title>Add faithful J-lens (jlens_v3): W_U-probed residual Jacobian per paper; both-ways comparison vs log-softmax proxy; 3-model adversarial reviews</title>
<updated>2026-07-31T15:22:45Z</updated>
<author>
<name>Void Agent</name>
<email>void@jayrup.hermes</email>
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<published>2026-07-31T15:22:45Z</published>
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