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sha256

Syntologyentry name in harvested coderead from the graph 2026-09-24

sha256 appears in the code Syntology harvested for 9 papers, as 10 distinct code bodies found in 10 places (a place is one code body under one paper). At least one of them ran in 7 of the papers; 1 of the code bodies carries a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named sha256 do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 8 of the 10 distinct code bodies named sha256; 2 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
8ran
2unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 3 of the 10 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

9 papers shown of 9, newest first; 10 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 8 papers added by Syntology. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
Predictive Likelihood Ratios for Language Model Watermark Detection added by Syntology 2026-09 (from id) MaStatLab/PLRWatermark/code/build_prompts.py 683398569d564d3b unverified MIT (permissive)
One note in three: a verified census of three deployed AI scribes, and the instrument that counted it added by Syntology 2026-08 (from id) composo-ai/omission-bench/anchors/wb_medval_ingest.py 7ae530b94f0d11ea unverified MIT (permissive)
Agentic Autoresearch for Cell-Edge Power Control: Radically Redefining the Researcher's Role added by Syntology 2026-08 (from id) akhan-ericsson/autoresearch-percentile-optimization/verify/verify.py 3408b39e52529fca ran GPL-3.0 (copyleft) · pointer only
A Hierarchical Synergistic Deep Learning Framework Integrating Composition, Structure, and Ionic Transport for Solid-State Electrolyte Discovery added by Syntology 2026-08 (from id) dhw059/MatCascade/src/matcascade/audit.py 04cb8aca0c89eef4 ran no licence file found · pointer only
ExFold: Unified Expert Folding for Training-Free MoE Prefill-Decode Acceleration added by Syntology 2026-08 (from id) Time-Rune/ExFold-MoE/exfold/artifacts.py 99f3e316d3813cb7 ran Apache-2.0 (permissive)
A Theory of Finite-Noise Optima and Generalization in Quantum Machine Learning added by Syntology 2026-08 (from id) dongsnaq/Finite-Noise-Generalization-QML/code/evaluate_molecular_checkpoint.py 6f2a533d0951e650 ran MIT (permissive)
Fine-Tuning Over Architectural Complexity: Broad-Coverage PII Detection on PIIBench with DeBERTa added by Syntology 2026-05 (from id) pritesh-2711/pii-bench/run_existing_models_benchmark.py 5af10371e040e4e0 ran Apache-2.0 (permissive)
Fine-Tuning Over Architectural Complexity: Broad-Coverage PII Detection on PIIBench with DeBERTa added by Syntology 2026-05 (from id) pritesh-2711/pii-bench/run_streaming_model_benchmark.py 4766926320baf68b ran Apache-2.0 (permissive)
Hyrax: An Extensible Framework for Rapid ML Experimentation and Unsupervised Discovery in the Era of Rubin, Roman, and Euclid added by Syntology 2026-05 (from id) chroma-core/chroma/bin/ci/preload_default_onnx_model.py 576021ed65e8768f ran Apache-2.0 (permissive)
End-to-end Piano Performance-MIDI to Score Conversion with Transformers 30 Sep 2024 timfelixbeyer/midi2scoretransformer/midi2scoretransformer/dataset.py cc0ea2b14103785a ran fingerprinted no licence file found · pointer only

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections