| --- |
| pretty_name: SNO Article I Evidence |
| license: cc-by-4.0 |
| language: |
| - en |
| tags: |
| - machine-learning |
| - reproducibility |
| - causal-analysis |
| - mnist |
| --- |
| |
| # SNO Article I Evidence |
|
|
| Machine-readable experimental records supporting *Watching Training Move: |
| Causal Forecasting of Neural Updates Across 8,192 SGD Transitions*. |
|
|
| Creator: **TiGa-RCE** |
| Affiliation: Independent researcher; founder and sole operator of Brewster Jennings |
|
|
| The Dataset contains original result records, figure-data contracts, and |
| machine-readable receipts. It does not contain the article prose, the rendered |
| figures, the source code, private conversations, local system paths, model |
| caches, or downloaded MNIST data. |
|
|
| The long-horizon evidence includes a matched-runtime reproduction receipt for |
| the exact PyTorch 2.13 result through 8,192 transitions and separately records |
| the observed PyTorch 2.8 strict-hash portability boundary. |
|
|
| `evidence/horizon/zerogpu-portability/` adds a bounded three-horizon control |
| comparing the local PyTorch 2.13 CPU path with a PyTorch 2.13 CUDA run on |
| Hugging Face ZeroGPU. Every recorded scientific decision agreed; blanket |
| numerical identity did not. The control is neither a full 8,192-transition |
| reproduction nor a CPU-versus-GPU performance benchmark. |
|
|
| ## License |
|
|
| Original Dataset material is licensed under the Creative Commons Attribution |
| 4.0 International license. The complete terms are included in `LICENSE` and |
| are also available at https://creativecommons.org/licenses/by/4.0/. |
|
|
| Preferred attribution: “TiGa-RCE, independent researcher; founder and sole |
| operator of Brewster Jennings.” Third-party identifiers and factual references |
| are not relicensed by this Dataset. |
|
|
| ## Integrity |
|
|
| `MANIFEST.sha256` binds every published Dataset file except the manifest |
| itself. The final HF Space must pin an exact Dataset commit rather than follow |
| the mutable `main` branch. |
|
|
| Status: public evidence Dataset. Publishing the Community Article remains a |
| separate final gate. |
|
|
