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Research-Stack/0-Core-Formalism
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Brandon Schneider ea3eedef77 feat: HiGHS integration, scale space solver, adjugate matrix, FPGA voltage/BRAM modules 
HiGHS Optimization:
- qubo_highs.py: QUBO→MIP reformulation via highspy (exact, not approximate)
- solve_route_lp: TSP/VRP assignment relaxation for RouteCost 39-node graph
- scale_space_solver.py: multi-scale optimization (coarse LP → fine MIP)
- Gaussian kernels in Q16_16, voltage↔scale mapping
- alphaproof_loop.py: Ollama → lake build → feedback proof search

Lean Formalization:
- AdjugateMatrix.lean: division-free matrix inversion (291 lines, 3300 jobs, 0 errors)
- det2/det4/det8 via cofactor expansion, all Q16_16
- adjugate, matrixInverse, cayleyTransform
- 7 #eval witnesses all pass

FPGA (Tang Nano 9K):
- voltage_mode_controller.v: 4-mode BRAM (STORE/COMPUTE/APPROX/MORPHIC)
- scale_space_bram.v: 4 Gaussian kernel banks (σ=0.25/0.50/0.75/1.00)
- highs_pivot_accelerator.v: 3-stage pipeline, Q16_16 division, 64-element columns
- blitter_memory_map.v: 8-bit CPU ↔ 32-bit Q16 bridge, full I/O map at $8000
2026-05-28 15:42:14 -05:00
..
core Remove legacy Python prototypes superseded by Lean formalization 2026-05-19 15:34:17 +00:00
lean feat: HiGHS integration, scale space solver, adjugate matrix, FPGA voltage/BRAM modules 2026-05-28 15:42:14 -05:00
otom Add Phys.org May 2026 source intake for bees, biocoatings, THz, and diamond membranes 2026-05-23 19:27:37 -05:00
receipts docs: add bio optical witness living light equations 2026-05-09 20:53:51 -05:00
rust/ftdi_gimbal initial: sovereign research stack (consolidated, weightless, and lfs-optimized) 2026-05-04 18:11:36 -05:00
README.md initial: sovereign research stack (consolidated, weightless, and lfs-optimized) 2026-05-04 18:11:36 -05:00

README.md

0-Core-Formalism

Purpose: Formal foundations for the entire Research Stack — Lean modules, bind primitive, Triumvirate consensus, core source.

No external dependencies. All other layers depend on this.

Contents (Target)

Source Destination
0-Core-Formalism/lean/Semantics/ 0-Core-Formalism/lean/Semantics/
core/ 0-Core-Formalism/core/

Concepts

  • bind — State → (State → Action) → State
  • TriumvirateClock — ternary consensus (ADD/PAUSE/SUBTRACT)
  • Builder/Judge/Warden — roles mapped to hardware registers
  • OTOM — Ordered Transformation & Orchestration Model

Build

cd "0-Core-Formalism"
lake build