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Current Kaggle Submission State

This file is the short operational pointer for the current Kaggle scope. Older generated notebook mirrors still exist for provenance and tooling, but they are not the active submission path.

Active Judge-Facing Kernels

The active competition scope is exactly three script kernels, also listed in kaggle/_INDEX.md. The first two are the primary recording path; A-00 is the quantitative proof and training/evaluation path.

Folder Role
kaggle/01-duecare-exploration-workbench/ Broad workbench: chat, harness comparison, bulk review, knowledge extraction, search, sharing, traces, and activity logs.
kaggle/02-live-demo/ Focused live demo for judges and video capture.
kaggle/A-00-omni-experiment-workbench/ Quantitative proof path: baseline, harnessed, synthetic-data, fine-tuning, judging, checkpoints, and report artifacts.

Each active folder uses kernel.py as source of truth. Do not recreate or publish historical .ipynb wrappers for these active folders unless Taylor explicitly asks.

Optional Evaluation Kernels

kaggle/03-universal-llm-benchmark/ is a separate endpoint-comparison kernel. It can test OpenAI-compatible, Anthropic Messages, or raw JSON APIs against DueCare prompts and rubric cues, with Claude Opus judging when configured. It is useful for model comparison work, but it is not part of the primary recording path above.

kaggle/04-kaggle-community-benchmark/ is a separate Kaggle-native benchmark kernel. It defines DueCare rows as kaggle_benchmarks tasks so model calls can use Kaggle's model proxy/quota and publish Community Benchmark task/run artifacts. It is also optional and not part of the primary recording path.

Archived Or Reference-Only Material

  • kaggle/_archive/notebooks/ contains the former 03, A-01 through A-24 notebook-era surfaces, task-notebook snapshots, and provenance copies.
  • Root kaggle/ must not contain appendix A-* folders other than the active A-00-omni-experiment-workbench, and the only root 04-* folder should be 04-kaggle-community-benchmark.
  • kaggle/kernels/ contains generated/research notebook mirror material used by older tooling and tests. It is not the current judge path.
  • _archive/kaggle-notebook-previews-2026-05-11/ contains historical notebook wrappers and metadata snapshots.

Current Review Anchors