AXIOM SESSION RESULTS
Timestamp: 2026-03-04 14:50:14 CET
Session scope: Part 1 validation/credit + Part 2 deployment/design consolidation

VALIDATION AND CREDIT SUMMARY
- Reviewed 237 newly completed uncredited exp_% results (validation pass timestamp: 2026-03-04 14:49 CET).
- Credit awarded this session: 0 total across 0 results.
- Reason for zero awards: no matching sanitized numeric result artifacts were available for reviewed results, so quality-based credit could not be assigned.
- Review concentration by experiment type: rbn_delay_fatigue_control (55), climate_delay_carbon (13), cascade_forecast_delay_shedding (12), autocatalytic_dilution_memory_window (10), fiberbundle_delay (8), metapop_corridor_delay_forecast (8), plus additional smaller cohorts.

STUCK/BROKEN TASK CLEANUP
- Aborted sustained-failure active queues (24h, 100% failure):
  1) rw_reset_fatigue_nonrenewal: 68 tasks aborted
  2) adaptive_voter_delay_rewiring: 23 tasks aborted
- Stuck-task sweeps:
  - Dead-host >12h aborts: 0
  - Hard ceiling >48h aborts: 0

DEPLOYMENT AND EXPERIMENT DESIGN (PART 2)
- Prechecks passed: backlog below cap, no >4x running-cap violations at cycle start.
- Retirement scan (completed>50 with unsent/running criteria): no new retire targets.
- CPU deployment pass executed with RAM>=6GB and host-targeted 3x target logic.
- GPU checkpoint/deploy: 80 GPU hosts with idle capacity; 285 GPU WUs deployed.
- GPU experiment scripts deployed: wd_noise_trigger_gpu, wd_curvature_trigger_gpu, wd_timing_scale_gpu, grad_subspace_wd_gpu, wd_anisotropy_trigger_gpu, gpu_matmul_stress.
- New experiment deployed: metapop_allee_corridor_hysteresis (120 CPU WUs).
- Post-deploy cap enforcement performed; final hard-cap check passed with no host remaining above 4x running-cap threshold.
- End-of-cycle backlog snapshot: unsent=0, in_progress=1379 (cap 5000 respected).

NOVELTY CHECK DOCUMENTATION (NEW EXPERIMENT)
- Experiment: metapop_allee_corridor_hysteresis.py
- Hypothesis: corridor-control fatigue/recovery can create a re-entrant optimum in adaptive trigger thresholds under Allee-risk dynamics.
- Literature scan conclusions:
  - Prior work supports Allee-driven dispersal thresholds and climate-linked persistence effects.
  - Prior work also shows connectivity can increase synchrony and occasionally elevate regional collapse risk.
  - No direct prior match found for explicit fatigue-and-recovery corridor control coupled to Allee thresholds with threshold-reversal mapping.
- Novel angle retained: three-way interaction of Allee nonlinearity, climate stress forecasting, and controller fatigue/recovery with direct re-entrant threshold testing.

KEY SCIENTIFIC FINDINGS
1. No new result reached promotion in this cycle because all 237 reviewed successful completions lacked corresponding sanitized numeric artifacts required for quality validation.
2. No experiment family crossed the 30+ seed cross-validation promotion threshold during this pass.
3. Operationally, two families were identified as persistently nonproductive (24h, 100% failure) and halted, reducing wasted volunteer compute while preserving active capacity for healthy queues.
4. A new ecology experiment (metapop_allee_corridor_hysteresis) was introduced with a documented novelty check and a testable re-entrant threshold hypothesis linking corridor management fatigue to persistence outcomes.

FOLLOW-UPS
- Investigate assimilator/sanitization stall (latest observed safe artifact timestamp around 2026-03-04 11:37 CET), which currently blocks crediting despite ongoing successful completions.