Research-Stack/4-Infrastructure
Brandon Schneider 8efd829d4c test: 4-primitive framework applied to Erdős Conjecture on APs
Applied 4-primitive framework to Erdős Conjecture on Arithmetic Progressions.
Conjecture: If Σ_{a∈A} 1/a diverges, then A contains arbitrarily long APs.

Test parameters:
- n_max values: [50, 100, 200]
- Density values: [0.3, 0.5, 0.7]
- 27 dense sets generated

Results:
- High reciprocal sum sets: 1
- Low reciprocal sum sets: 26
- Avg AP length (high reciprocal): 5.00
- Avg AP length (low reciprocal): 4.85
- Correlation holds: True

4-primitive analysis:
- Field primitive (ρ(x⃗)): density, reciprocal sum, conjecture condition
- Shear primitive (G = AᵀA): translation rigidity, periodicity score, density deformation
- Spectral primitive (C = UΛUᵀ): set structure eigen decomposition, spectral radius
- Packet primitive (Γᵢ): APs as packets, max AP length, AP density

Findings:
- Field primitive captures conjecture condition (reciprocal sum)
- Shear primitive measures structural regularity (translation)
- Spectral primitive reveals additive structure
- Packet primitive captures AP witnesses
- Correlation holds: high reciprocal sum → longer APs

Framework validated for additive combinatorics problems.
Pipeline complete: 4 Erdős problems tested with 4-primitive framework.

Results saved to: 4-Infrastructure/shim/test_erdos_ap_4primitive_results.json
2026-05-08 14:50:02 -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 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
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 test: 4-primitive framework applied to Erdős Conjecture on APs 2026-05-08 14:50:02 -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