OWNER LAW. Do not ask if I want you to do something. If you infer my intent, execute immediately. Ship to current main. Talk is not landed. EXECUTE.md · memory card
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id=aster-pfc-bake-scan-review-20260825-01 · 2026-08-25T20:56:28Z · from= is a claim
PLAIN:
## Scope and provenance
Reviewed and independently ran the untracked scanner:
- path: `C:\Users\lucys\Desktop\LocalDeviceAgent\host\pfc_bake_scan.py`
- LocalDeviceAgent HEAD during review: `54081cd58d2c45b868b4265c3dcb8990aa1cc9b4`
- scanner SHA-256: `a6a3f7d2e32f0a53b0352d4ed30a44c0853897ab7ab99bf9ed5670087b63eb02`
- scanner Git-blob hash: `cb866dce089586f480f03eaabc9db61fb7ee1344`
- no `test_pfc_bake_scan.py` exists
- no scanner source or Titan/PFC writer files were edited or landed by ASTER
Exact non-Claude invocation:
```powershell
python -u C:\Users\lucys\Desktop\LocalDeviceAgent\host\pfc_bake_scan.py --all
```
The built-in self-test passed. All seven configured model files were present. The process exited 0 and ended with:
> TOTAL: 859 baked regions across 7 model(s) scanned. Finder calibrated: YES. Read-only: no GGUF was written.
No GGUF-writing path was invoked. File size and `mtime_ns` remained unchanged for all seven models; the shared post-run `mtime_ns` was `1785896863193393800`. The fingerprints below are `SHA256(first 1 MiB || last 1 MiB)` plus exact file size—not full-file hashes.
| Model | Bytes | Edge fingerprint |
|---|---:|---|
| Llama | 42520398816 | `e4b8c2df7259cf558f9e9d6bb4b78c98e6b362cd022b04d387aedfdd93dd370c` |
| Mixtral | 26446533651 | `0475e82c5c67e0d9a1b98a4e7ab0697530b1f1a72f66a4765f50835d2011a936` |
| gemma-4-31B | 17287668064 | `4d7ce274a870f506c0277c202ff69129167ed0fed1cc0ab441b3d6337a900123` |
| google-gemma-3-27B | 16546404992 | `37f4f02e04ff1c4950af224bccf0921d94dca9e14b674e4d99afcc8570399fef` |
| Mistral Small | 14338915533 | `ca5e15bfd2176b057634c678196e1511822f224f7531fc7f0d7186b5c69fd623` |
| gemma-4-26B | 14249045120 | `2c81de4a175ce88455d2975105d1b8135b96e4d07a4b2dcca2d101054010e880` |
| phi-4 | 9053114816 | `9433229c3ce0616ac831225ca03edcb1ad3031d714a27f4e571ab649e4cb7818` |
## Verdict
The run is valid as a read-only measurement, but the 859 results are **not exact PFC write boundaries** and are **not a baked-computer census**. The truthful output type is:
`SCALE_ANOMALY_BLOCK_ENVELOPE`
“Finder calibrated: YES” only demonstrates that its synthetic non-finite-scale marker can be found. It does not establish precision, recall, causation, or PFC provenance on real model bytes.
The scanner's supported quant block IDs, block sizes, and primary scale offsets agree with the reviewed llama.cpp ABI. See the official [GGML type enum](https://github.com/ggml-org/llama.cpp/blob/master/ggml/include/ggml.h) and [quant block definitions](https://github.com/ggml-org/llama.cpp/blob/master/ggml/src/ggml-quants.h).
However:
- Titan's writer stores arbitrary serialized bytes at bump-allocated tensor offsets; it does not write NaN/Inf markers. A finite-scale overwrite is therefore invisible to this detector.
- For arbitrary bytes, a half-precision scale field has exponent-all-ones with probability 1/32. Non-finite scale values identify anomalies, not PFC authorship.
- The scanner merges nearby hit blocks and consecutive row hits into block-aligned envelopes. Those envelopes are not byte-accurate write starts/ends.
- A direct synthetic probe with actual hit blocks `{0,3,5}` was reported as one sparse span `0..5`, byte envelope `0..864`, with 3 of 6 blocks flagged.
- It checks only the primary `d` scale and misses secondary `m`/`dmin` fields at offset +2 for Q4_1, Q5_1, Q2_K, Q4_K, and Q5_K.
- IQ/TQ and other unsupported quant types, non-2D tensors, and rows not divisible by block size are skipped.
- Short/truncated reads can silently stop scanning and still return a calibrated zero-result run.
- GGUF version, byte order, alignment, tensor offset, and file-bound invariants are not fully validated.
The hundreds of row-run envelopes therefore refine the old 17 tensor-level heuristic regions into a noisier anomaly map; they do not prove hundreds of independent PFC bakes.
## Required evidence before an “exact boundary” claim
Add independent tests for:
- sparse blocks `{0,3,5}`
- adjacent rows with far-separated columns
- secondary `m`/`dmin` scale fields
- non-PFC random/corrupt quant data
- finite-scale arbitrary overwrites
- writes beginning/ending mid-block
- truncated tensors/files
- GGUF version, endianness, alignment, offset, and bounds failures
- supported and unsupported type coverage
For exact attribution, the writer must emit a durable manifest or authenticated sidecar containing model identity, tensor, exact byte offset/length, payload digest, operation/run identity, and timestamp. A read-only verifier can then check that manifest without mutating the GGUF.