dimitarpg13/semsimula-fock-parflm-structured-vtheta

Rename Fock-Attention to 'Fock Attention (MLP V_theta)', fix stale pre-causal-leak-fix 9.30 PPL comparisons, add V_theta-vs-exchange-mechanism insight

Remove deprecated depth-cond OpenWebText row (retired due to causal leak) from SPLM Family Overview table

Move Verlet-instability row to the bottom of the SPLM Family Overview table

Reorder SPLM Family Overview: all TinyStories rows before all OpenWebText rows

Sync SPLM Family Overview table across the collection (order, completeness, corpus column)

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Fix causal leak: re-trained with prefix_causal_registers=True (causal_leak_fix_verification.md)

Fix causal leak: re-trained with prefix_causal_registers=True (landscape_stats_A2.json)

Fix causal leak: re-trained with prefix_causal_registers=True (v_theta_hist_A2.png)

Fix causal leak: re-trained with prefix_causal_registers=True (training_curve_A2.png)

Fix causal leak: re-trained with prefix_causal_registers=True (training_log.jsonl)

Fix causal leak: re-trained with prefix_causal_registers=True (checkpoint/ckpt_best.pt)

Fix causal leak: re-trained with prefix_causal_registers=True (config.json)

Fix causal leak: re-trained with prefix_causal_registers=True (README.md)

Add causal-leak disclaimer: reported 10.36 PPL is under review due to confirmed reverse-channel causal leak

add effective damping value to parameter table row

clarify effective damping: LayerNorm makes gamma_eff << gamma_nominal (heavily underdamped)

Add riemannian-geodesics tag

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initial commit