[W35][Lane V''' ][PhD] Glava 81 — LUT-NPU 81-Entry Replaces Multiplier (≥1500L, 4thm, 48cites)

[gHashTag]

Lane V''' — Wave-35 PhD Glava 81 — LUT-NPU 81-Entry Replaces Multiplier

Parent: trinity-fpga#120 (Wave-35 ONE SHOT) · mirror trios#858

Sibling lanes (already merged)

Lane	PR	Merge SHA
V Coq OP_LUT_NPU=0xE3 + lut_npu_safe + 11 lemmas	t27#651	8e4f2a8a
V' JSON 81-entry assertion manifest + W-104-A..D	trios#859	f2ee3613
V'' Rust W-104-A Trinity-loss sparsity ≥ 0.5	tt-trinity-max-true#21	403a80dd
V RTL LUT-NPU PE 9/9 TB PASS, zero *	trinity-fpga#124	4d339944

Mission

Author the Flos Aureus PhD chapter that mathematically formalises Wave-35 Lever #5 (LUT-NPU 81-entry replaces multiplier) with R3/R6/R7/R12/R14 compliance.

Acceptance gates

• W35-G8 ≥ 1500 lines
• W35-G9 ≥ 4 theorems with full Lee/GVSU proofs
• W35-G10 ≥ 10 citations (target 48 to match ch80 density)
• W35-G11 ≥ 1 PRE-SILICON ESTIMATE label (R5-HONEST)
• W35-G12 Coq citation map table → gHashTag/t27 trios-coq/IGLA/LutNpu.v
• W35-G13 R18 purely additive (no edit of other chapters)

Deliverable

• docs/phd/chapters/ch81_lut_npu_replaces_multiplier.tex

TOPS/W projection

W34 TOM 225 → W35 LUT-NPU 270 (PRE-SILICON ESTIMATE) → W36 AVS 297

φ²+φ⁻²=3 · γ=φ⁻³ · QUANTUM BRAIN 1:1 SILICON · DOI 10.5281/zenodo.19227877 · NEVER STOP