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get_layer

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

get_layer appears in the code Syntology harvested for 11 papers, as 12 distinct code bodies found in 12 places (a place is one code body under one paper). At least one of them ran in 6 of the papers; 0 of the code bodies carry 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 get_layer 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 7 of the 12 distinct code bodies named get_layer; 5 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
6ran
5unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 12 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

11 papers shown of 11, newest first; 12 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 3 papers added by Syntology; 1 papers have no page here and are shown by arXiv id only. 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
Internal Representation, Not Clinical Knowledge: Where Apparent LLM Triage Failures Originate added by Syntology 2026-05 (from id) dafraile/SAE_mad/exploratory/v3_layer_sweep.py a76090ef34726ae9 ran no licence file found · pointer only
Internal Representation, Not Clinical Knowledge: Where Apparent LLM Triage Failures Originate added by Syntology 2026-05 (from id) dafraile/SAE_mad/exploratory/v2_medical_rescue.py b986da2a6ae24ffd ran no licence file found · pointer only
Detecting Multi-Agent Collusion Through Multi-Agent Interpretability added by Syntology 2026-04 (from id) aaronrose227/narcbench/probes/reproduce_multiLayer.py 1d050ac451b4e194 ran · honoured contract MIT (permissive)
The Costs of Reproducibility in Music Separation Research: a Replication of Band-Split RNN added by Syntology 2026-03 (from id) magronp/bsrnn/models/attention.py 8ca9019356e49b74 unverified MIT (permissive)
Post-Training Statistical Calibration for Higher Activation Sparsity 10 Dec 2024 intellabs/scap/utils/modules.py b363274984471ed9 unverified Apache-2.0 (permissive)
Parametric model reduction of mean-field and stochastic systems via higher-order action matching 15 Oct 2024 julesberman/hoam/hoam/dnn.py d4a5498668c18e4f ran no licence file found · pointer only
How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States 9 Jun 2024 ydyjya/llm-ihs-explanation/w2s_utils.py ae4d43bf16b82326 ran no licence file found · pointer only
How a student becomes a teacher: learning and forgetting through Spectral methods 19 Oct 2023 Jamba15/SpectralTools/PyTorch/utils.py 30d12bc306c98764 ran no licence file found · pointer only
A Spectral Theory of Neural Prediction and Alignment 22 Sep 2023 chung-neuroai-lab/snap/snap/wrapper.py c20bc9cdcba0af77 ran MIT (permissive)
Aesthetic Attributes Assessment of Images 11 Jul 2019 BestiVictory/AMAN/sca_resnet_branch2b.py d670d003ee52cb99 unverified no licence file found · pointer only
Self-Attention Generative Adversarial Networks 21 May 2018 akanimax/attn_gan_pytorch/attn_gan_pytorch/Utils.py fb18a372c2d6ae7c unverified MIT (permissive)
arXiv:aaai_25380 hailanyi/TED/pcdet/models/dense_heads/anchor_head_single.py 846ad2df5261f6e8 unverified Apache-2.0 (permissive)

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