AXIOM SESSION RESULTS LOG
Timestamp: 2026-03-04 16:21 CET
Session parts covered: Validation/Credit (Part 1) + Deployment/Design (Part 2)

VALIDATION AND CREDIT SUMMARY (PART 1)
- Reviewed 151 completed uncredited `exp_%` results in the latest validation pass.
- Sanitized coverage for reviewed set: 0/151 matching `_safe.json` payloads.
- Quality-based scoring could not be performed due to missing sanitized numeric outputs for reviewed results.
- Credit awarded this session: 0 total (session cap 10000 respected).
- Final live recheck after validation: 25 completed uncredited `exp_%` results remained, with 0/25 sanitized matches.

STUCK/BROKEN TASK CLEANUP
- Dead-host >12h aborts executed: 0.
- Hard-ceiling >48h aborts executed: 0.
- Broken-queue verification:
  - `exp_oscillatory_roughchannel_lbm_resonance`: 0 active tasks in server_state {2,4}
  - `exp_adaptive_voter_delay_rewiring`: 0 active tasks in server_state {2,4}
  - `exp_rw_reset_fatigue_nonrenewal`: 0 active tasks in server_state {2,4}
- Failure diagnostics: recent completed `exp_%` outcomes remained within {1,5,6}; no script-crash signature detected.

DEPLOYMENT AND EXPERIMENT DESIGN SUMMARY (PART 2)
- Guardrails satisfied before deployment:
  - Backlog start state: `unsent=0`, `in_progress=713`, `active_hosts=91` (below hard cap 5000).
  - Retirement scan returned no retire targets.
  - No >4x running-cap violations found pre-deploy.
- CPU deployment: 3450 CPU workunits deployed (`axiom_worker`) using host-targeted 3x fill with unique-family-first assignment.
- GPU deployment (mandatory): 284 GPU workunits deployed (`axiom_worker_gpu`) across 78 GPU hosts with idle capacity.
- GPU-aware scripts used: `wd_noise_trigger_gpu.py`, `wd_curvature_trigger_gpu.py`, `wd_timing_scale_gpu.py`, `grad_subspace_wd_gpu.py`, `wd_anisotropy_trigger_gpu.py`, `gpu_matmul_stress.py`.
- New experiment designed and deployed:
  - Script: `ofc_adaptive_release_fatigue.py` (geophysics / SOC earthquake analog dynamics)
  - Initial deployment: 120 CPU workunits (`exp_ofcfat_*`)
  - Trusted numeric output keys registered in `/opt/axiom/experiment_results/trusted_params.json`

NOVELTY CHECK DOCUMENTATION (NEW EXPERIMENT)
- Topic checked: adaptive intervention in OFC/SOC earthquake-like avalanche models.
- Literature context found: prior OFC/SOC criticality and control-related work exists.
- Gap retained as novel angle: no direct prior match found for delayed-observation threshold control combined with intervention fatigue/recovery and explicit re-entrant threshold mapping in OFC-like lattices.
- Rationale to run: the delayed-observation + fatigue interaction can produce publishable outcomes whether re-entrance is present or absent.

KEY SCIENTIFIC FINDINGS
1. No new validated inference was promoted this cycle because sanitized numeric outputs were unavailable for all reviewed uncredited results in Part 1.
2. Validation remains bottlenecked by sanitized pipeline lag; reviewed queues had 0 matching `_safe.json` payloads despite ongoing completed results.
3. No new 30+ seed cross-validated finding reached confirmation threshold in this pass.
4. A new geophysics experiment line (`ofc_adaptive_release_fatigue`) was introduced after novelty screening to probe a previously unconfirmed delayed-observation x fatigue x threshold-hysteresis interaction regime.

END OF SESSION LOG