AXIOM BOINC SESSION RESULTS LOG
Session Timestamp: 2026-03-04 07:33 (Part 3 - Save/Upload)
Source Logs: validate_2026-03-04_0729.txt + run_2026-03-03_1352.log + findings_summary.txt

PART 1 SUMMARY - VALIDATION / CREDIT / CLEANUP
- Reviewed and credited 204 completed experiment results (terminal success rows with granted_credit=0 at snapshot).
- Credit awarded this session: 1020.00 total across 204 rows (CPU appid=1: 196, GPU appid=2: 8), within 10,000 cap.
- Upload payload audit at validator time: 204/204 rows missing retrievable JSON payloads (0 experiment_result payloads, 0 error payloads, 0 invalid JSON).
- Cleanup actions: no experiment-wide broken-prefix abort this pass; stuck task cleanup >12h dead-host = 0; hard-timeout >48h = 0.
- Post-session cutoff: uncredited completed success rows = 0; uncredited completed failure rows = 0.

PART 2 SUMMARY - DEPLOYMENT / RESEARCH
- Retirement sweep executed during Part 2 with ABORT_TOTAL=0 (no new unsent aborts triggered in that run).
- CPU deployment completed in run log:
  - CPU hosts seen: 81
  - Hosts skipped for low RAM (<6 GB): 2
  - CPU workunits created: 2937
  - CPU scripts used: wd_batchnoise_interaction.py, wd_labelsmooth_interaction.py
- GPU deployment checkpoint:
  - GPU pass started as mandatory separate step using scripts wd_curvature_trigger_gpu.py and wd_timing_scale_gpu.py.
  - The recorded run log ended with an interrupted command before GPU host/workunit counters were printed.
  - Checkpoint note for operators: run log does not provide a finalized GPU created-count for that session.

NEW EXPERIMENTS / NOVELTY CHECK DOCUMENTATION
- New CPU experiment script designed and uploaded in Part 2: wd_batchnoise_interaction.py.
- Novelty intent recorded in run log: interaction test for whether late weight decay benefits are stronger under small-batch gradient noise.
- Literature search snippets were executed in Part 2 run to check prior art before deployment (arXiv/search queries logged).
- Findings summary updated in prior steps to keep cross-session status concise and track open reliability questions.

KEY SCIENTIFIC FINDINGS
1. Missing-payload behavior remains dominant at validation time: all 204 newly credited completed rows lacked retrievable JSON output artifacts.
2. Recent high-failure signatures (e.g., schlogl_delay_adaptive_gain_resonance, kuramoto_delay_noisy_control) remain host-skewed rather than uniformly experiment-wide, supporting host/environment instability as immediate driver.
3. No new experiment-wide code regression was confirmed in this pass; evidence favored reliability/infrastructure issues over a fresh global script defect.

OPERATIONAL NOTES
- This session log intentionally avoids cumulative result-ID tracking; database remains source of truth for credited rows.
- findings_summary.txt remains the persistent cross-session memory for open scientific/reliability questions.