Pith Number

pith:JPMCMOSS

pith:2025:JPMCMOSSGCBEW3FENJ4YWB66UL

not attested not anchored not stored refs pending

Learning without training: The implicit dynamics of in-context learning

Benoit Dherin, Hanna Mazzawi, Javier Gonzalvo, Michael Munn, Michael Wunder

arxiv:2507.16003 v4 · 2025-07-21 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JPMCMOSSGCBEW3FENJ4YWB66UL}

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

5 papers in Pith

TTT3R: 3D Reconstruction as Test-Time Training

Mitigating Many-shot Jailbreak Attacks with One Single Demonstration

Evaluating Temporal Consistency in Multi-Turn Language Models

Fast Spatial Memory with Elastic Test-Time Training

Steer Like the LLM: Activation Steering that Mimics Prompting

Receipt and verification

First computed	2026-06-03T01:05:44.385035Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4bd8263a5230824b6ca46a798b07dea2e5c33766d151a247931b955ee7a3f588

Aliases

arxiv: 2507.16003 · arxiv_version: 2507.16003v4 · doi: 10.48550/arxiv.2507.16003 · pith_short_12: JPMCMOSSGCBE · pith_short_16: JPMCMOSSGCBEW3FE · pith_short_8: JPMCMOSS

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/JPMCMOSSGCBEW3FENJ4YWB66UL \
  | 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: 4bd8263a5230824b6ca46a798b07dea2e5c33766d151a247931b955ee7a3f588

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a02a7a9db79ca696a26f76dd1e6c6c48412f8f01f2c90fd1e8e43d152f7eb03",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-21T18:44:35Z",
    "title_canon_sha256": "51b90f6a1756c8a51cd124e6a84d1eb41cceb35885b3d1a2c778ed36b507b653"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.16003",
    "kind": "arxiv",
    "version": 4
  }
}