Pith Number

pith:NZG3GDNR

pith:2024:NZG3GDNRN6OWOYZUVU2CXU2BA2

not attested not anchored not stored refs pending

Adaptive Circuit Behavior and Generalization in Mechanistic Interpretability

AJ Yeung, David Jensen, Jatin Nainani, Kartik Gupta, Sankaran Vaidyanathan

arxiv:2411.16105 v2 · 2024-11-25 · cs.LG · cs.AI · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NZG3GDNRN6OWOYZUVU2CXU2BA2}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

3 papers in Pith

Many Circuits, One Mechanism: Input Variation and Evaluation Granularity in Circuit Discovery

How Much Do Circuits Tell Us? Measuring the Consistency and Specificity of Language Model Circuits

Inside-Out: Measuring Generalization in Vision Transformers Through Inner Workings

Receipt and verification

First computed	2026-07-05T09:44:55.002473Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6e4db30db16f9d676334ad342bd34106a61db12fbcbc963707615736b4331633

Aliases

arxiv: 2411.16105 · arxiv_version: 2411.16105v2 · doi: 10.48550/arxiv.2411.16105 · pith_short_12: NZG3GDNRN6OW · pith_short_16: NZG3GDNRN6OWOYZU · pith_short_8: NZG3GDNR

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/NZG3GDNRN6OWOYZUVU2CXU2BA2 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 6e4db30db16f9d676334ad342bd34106a61db12fbcbc963707615736b4331633

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a099f3f359bdfbeb73f8d6f4412bd9aed28846c97dc199d41341c637969e8f6e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-25T05:32:34Z",
    "title_canon_sha256": "9ad1ea818d87f18d9af2edf5281287c4499ed7dc52fd59815fa03d6106d72691"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.16105",
    "kind": "arxiv",
    "version": 2
  }
}