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book_layout: document the complete feature set and entry points
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book_layout: reproducible sample gallery (generate.py)
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book_layout: Zero support, wide-diagram scaling, public API
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book_layout: render Expectation as an E[.] box
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Benchmarks: diffusion (DDPM) step and second-order Newton step
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book_layout: only rotate genuine transposes (free-edge matrices)
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book_layout: application arrows keep clearance; wide labels sized right
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book_layout: unevaluated Derivatives render as Penrose loops
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Foreach scheduling by condensation reorder: 463/512 members group
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Hoist per-output wrap plans out of CompiledProgram.__call__ (-7.2ms/s…
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Benchmark suite: four training-step workloads with torch references
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book_layout: book-grammar Tensor->TikZ diagram engine
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SDPA relaxations: 3-operand AV (folded W_O), alias hop, exclusivity d…
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Foreach grouping: isomorphic elementwise chains as torch._foreach_* c…
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benchmarks/: persistent second-order harnesses (tg vs torch.func vs jax)
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Second-order regression tests: the compiler must find the algebra
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minGPT: symbolic window starts (bug #45 fixed by satisfiability-aware…
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Two step-time wins: general matmul cell; satisfiability-aware trial dims
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Keep the three polished videos; add the animation SKILL file
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F.argsort (leaf) and F.sort (composition): real sorting vocabulary
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softmax_jacobian: honest naming; amber edge stays anchored
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cross_entropy_hessian: final softmax arrows back to solid
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cross_entropy_hessian: the wire turns down instead of spawning
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cross_entropy_hessian: principled object mapping in the finale
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cross_entropy_hessian: uniform glyph sizes; dashed aligned final arrows
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