Research-Stack/4-Infrastructure
Brandon Schneider 09e663427b update: Erdős–Gyárfás investigation with DAG and FAMM components
Updated refined investigation script for Erdős–Gyárfás Conjecture
to include both DAG and FAMM components as requested.

New components:
- DAG (Directed Acyclic Graph) structure for temporal ordering
  - Topological layers encode temporal sequence
  - Acyclic constraint ensures no directed cycles
  - Temporal density measures cross-layer connectivity

- FAMM delay lines for hippocampal temporal sequencing
  - Delay matrices capture multi-step temporal flow
  - Engram consolidation integrates weighted delays
  - Temporal integration measures cross-delay coherence

Updated functions:
- generate_dag_graph(): DAG construction with temporal layers
- famm_delay_lines(): FAMM delay line application
- dag_analysis(): DAG-specific metrics (topological depth, acyclic verification)
- famm_analysis(): FAMM-specific metrics (engram strength, delay diversity)
- investigate_erdos_gyarfas_refined(): Now uses DAG + FAMM methodology
- analyze_investigation(): Includes DAG and FAMM metrics in analysis
- main(): Updated to reflect DAG + FAMM methodology

Methodology:
- Generate DAG graph with temporal layers
- Apply FAMM delay lines for temporal sequencing
- Symmetrize graph for cycle detection (conjecture applies to undirected)
- 4-primitive analysis + DAG + FAMM metrics

Estimated time: 15-35 minutes for 25 graphs (n=[8,10,12,14,16], 5 samples each)
2026-05-08 14:50:03 -05:00
..
bin initial: sovereign research stack (consolidated, weightless, and lfs-optimized) 2026-05-04 18:11:36 -05:00
config initial: sovereign research stack (consolidated, weightless, and lfs-optimized) 2026-05-04 18:11:36 -05:00
drivers initial: sovereign research stack (consolidated, weightless, and lfs-optimized) 2026-05-04 18:11:36 -05:00
exploit-infra/CATEGORY/TSM initial: sovereign research stack (consolidated, weightless, and lfs-optimized) 2026-05-04 18:11:36 -05:00
gpu initial: sovereign research stack (consolidated, weightless, and lfs-optimized) 2026-05-04 18:11:36 -05:00
hardware collapse: prover orchestration layers, FAMM verilator harness, swarm topological prober, spec sheets, virtual FPGA system tests, merge conflict resolution 2026-05-06 23:42:01 -05:00
infra wip: refined investigation script for Erdős–Gyárfás conjecture 2026-05-08 14:50:03 -05:00
nano-kernel initial: sovereign research stack (consolidated, weightless, and lfs-optimized) 2026-05-04 18:11:36 -05:00
NoDupeLabs initial: sovereign research stack (consolidated, weightless, and lfs-optimized) 2026-05-04 18:11:36 -05:00
packaging collapse: prover orchestration layers, FAMM verilator harness, swarm topological prober, spec sheets, virtual FPGA system tests, merge conflict resolution 2026-05-06 23:42:01 -05:00
servo-fetch initial: sovereign research stack (consolidated, weightless, and lfs-optimized) 2026-05-04 18:11:36 -05:00
shim update: Erdős–Gyárfás investigation with DAG and FAMM components 2026-05-08 14:50:03 -05:00
shims initial: sovereign research stack (consolidated, weightless, and lfs-optimized) 2026-05-04 18:11:36 -05:00
surface 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

4-Infrastructure

Purpose: Python shims, GPU duty assignment, cloud storage, web interaction, hardware designs, drivers.

Depends on: 0 through 3

Contents (Target)

Source Destination
infra/ 4-Infrastructure/infra/
hardware/ 4-Infrastructure/hardware/
drivers/ 4-Infrastructure/drivers/
config/ 4-Infrastructure/config/

Components

  • Lean Shim — Lean ↔ Python bidirectional interface
  • ENE Shim — ENE node management from Python
  • GPU Duty — GPU translation surface duty assignment
  • Cloud Storage — Rclone topological storage (Google Drive)
  • Web Surface — BrowserPool, distributed crawl

GPU Status

  • Device: NVIDIA GeForce RTX 4070
  • Memory: 12.3GB total, ~10GB available
  • CUDA: 13.0