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| # Material command log | |
| No command below contains a token, credential, or generated run wrapper. | |
| ## Startup and source audit | |
| ```text | |
| orx skill | |
| orx skill orx-experiment-tree | |
| orx skill orx-evidence | |
| orx skill orx-git | |
| orx skill orx-compute | |
| orx projects --json | |
| orx runs 9ca20696-2add-457e-9aa9-5c5502029fa3 | |
| git status --short | |
| git rev-parse HEAD | |
| git branch -a | |
| df -h . | |
| orx paper 2605.30523 --full | |
| ``` | |
| The primary PDF and HTML were retrieved with browser User-Agent | |
| `OpenResearch-Reproduction/1.0`, dated 2026-07-26, and hashed with SHA-256. | |
| The live verdict dataset was filtered by exact | |
| `space_id == "DineshAI/nBuL6HywFX"`. The judged Space was downloaded at exact | |
| revision `f360979669367144cd429766b5952338e263d3d9`. | |
| ## Fixed experiment command | |
| ```text | |
| uv run --locked python repro/run_campaign.py | |
| ``` | |
| ## Experiment-tree operations | |
| ```text | |
| orx create-experiment 9ca20696-2add-457e-9aa9-5c5502029fa3 --title "Frozen baseline: judged reproduction plus uv lock" --run-command "uv run --locked python repro/run_campaign.py" | |
| orx exp run 4f65748b-014e-4d1b-b3d8-4a9ff0cd77da --backend local | |
| orx create-experiment 9ca20696-2add-457e-9aa9-5c5502029fa3 --title "Claim 4: exact softmax underflow certificate" --parent 4f65748b-014e-4d1b-b3d8-4a9ff0cd77da | |
| orx exp run c99ffb0c-e2f5-48f2-b806-46f9ee68aa49 --backend hf --flavor cpu-upgrade --image ghcr.io/astral-sh/uv:python3.12-bookworm --timeout 1h | |
| orx create-experiment 9ca20696-2add-457e-9aa9-5c5502029fa3 --title "Claim 4: independent checker and evaluator package" --parent c99ffb0c-e2f5-48f2-b806-46f9ee68aa49 | |
| orx exp run 7acd1d5f-406a-43dd-9b04-9ba1986e775b --backend hf --flavor cpu-upgrade --image ghcr.io/astral-sh/uv:python3.12-bookworm --timeout 1h | |
| orx create-experiment 9ca20696-2add-457e-9aa9-5c5502029fa3 --title "Claims 1-3: proof-obligation and falsification audit" --parent 7acd1d5f-406a-43dd-9b04-9ba1986e775b | |
| orx exp run 79c0b1f8-a5f8-41eb-bedb-481ce1568929 --backend hf --flavor cpu-upgrade --image ghcr.io/astral-sh/uv:python3.12-bookworm --timeout 1h | |
| orx create-experiment 9ca20696-2add-457e-9aa9-5c5502029fa3 --title "Cumulative release candidate and evaluator audit" --parent 79c0b1f8-a5f8-41eb-bedb-481ce1568929 | |
| orx exp run 5d3b58bf-5f41-4bdb-8051-5581ba92d2a1 --backend hf --flavor cpu-upgrade --image ghcr.io/astral-sh/uv:python3.12-bookworm --timeout 1h | |
| orx create-experiment 9ca20696-2add-457e-9aa9-5c5502029fa3 --title "Publication snapshot: pin release run and red-team traversal" --parent 5d3b58bf-5f41-4bdb-8051-5581ba92d2a1 | |
| orx exp run 8fbffabd-19c2-44b0-94d0-e4420507733f --backend hf --flavor cpu-upgrade --image ghcr.io/astral-sh/uv:python3.12-bookworm --timeout 1h | |
| ``` | |
| Every run was followed by `orx exp wait`, `orx runs`, and `orx logs`; terminal | |
| run evidence was recorded into the corresponding `orx exp desc`. | |
| ## Literature scope checks | |
| ```text | |
| orx lit "London Kanade 2025 padded transformers expressivity constant width TC0 AC0" | |
| orx lit "Merrill Sabharwal 2025 fully uniform transformers TC depth looped AHAT" | |
| orx lit "Yang 2026 average hard attention softmax temperature Lemma 25" | |
| ``` | |
| ## Validation and release | |
| ```text | |
| uv run --locked marimo check notebooks/padded_transformer_reproduction.py | |
| uv run --locked python repro/run_release_audit.py | |
| git diff --check | |
| git ls-remote origin refs/heads/main | |
| ``` | |
| The final HF upload and post-publication download commands are appended to the | |
| published report after their exact revisions are known. | |