Seven backfilled papers from the October 2 announcements: 2026-10-04¶
Three user-approved P0 and four P1 items from the October 2 announced window, not seven papers published within hours. Official arXiv full text and author links, no DeepXiv. No new full scan or complete Google/Meta rerun; coverage_complete=false, watermark 2026-10-02, overlap from 2026-10-01.
| Priority | Method | Executable part | Boundary |
|---|---|---|---|
| P0 | Jev lookahead | Cloned simulator, newly available actions, System One provider | Diagnostic provider, not ALFWorld success |
| P0 | T2SPO | Real TabPFN, support standardization/SVD, credit and clipping | Official CPU checkpoint, synthetic states |
| P0 | Weakest-Link | All prefixes, absorbing penalty, immediate full-vocabulary gradient | Real small-policy update, not LLM distillation |
| P1 | CMP | Randomized retrieval exposure, Hájek and risk decisions | Intervention measurement, not long-run deletion |
| P1 | TESS | Sequential two-model training, PVM selector and independent pool scoring | Synthetic classifiers, not LM lift |
| P1 | RLCPR | Entropy buckets and concentrated-posterior length penalty | Formula/gradient checks |
| P1 | Mingbird | Portable M1/M3/M4/M5 and real tool acceptance loop | Scripted policy, not agent accuracy |
Callable L1 APIs are not end-to-end reproduce adapters or registry-only Evolve integrations.
PYTHONPATH=src python scripts/run_oct04_seven_papers.py
python -m pytest tests/test_oct04_seven_papers.py
T2SPO pins tabpfn==2.2.1 in a separate environment; see its page for checkpoint revision. Three-seed MAEs 0.00290, 0.00138 and 0.00234 on synthetic learnable remaining distance are not real environment prediction or the paper's encoder/RL. Weakest-Link mean expensive-action probability 0.3546→0.01036; TESS PVM 0.0803→0.0129; CMP 100 exposures per memory. All diagnostic_only=true regardless of seeds.
Full benchmarks, LLM/hosted Jev, cross-task memory utility and large training remain on the roadmap. No new CUDA claim/A100/A30 verification. CMRec Amazon-M2 and other earlier boundaries remain.