Pith Number

pith:AQGRVWJI

pith:2024:AQGRVWJIK3YBRI3DZHATNQLUAD

not attested not anchored not stored refs pending

Competition Dynamics Shape Algorithmic Phases of In-Context Learning

Core Francisco Park, Ekdeep Singh Lubana, Hidenori Tanaka, Itamar Pres

arxiv:2412.01003 v4 · 2024-12-01 · cs.LG · 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{AQGRVWJIK3YBRI3DZHATNQLUAD}

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

High-Dimensional Statistics: Reflections on Progress and Open Problems

A Systematic Study of Behavioral Cloning for Scientific Data Annotation

Optimal Attention Temperature Improves the Robustness of In-Context Learning under Distribution Shift in High Dimensions

Stories in Space: In-Context Learning Trajectories in Conceptual Belief Space

High-Dimensional Statistics: Reflections on Progress and Open Problems

Receipt and verification

First computed	2026-07-05T10:57:30.136347Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

040d1ad92856f018a363c9c136c17400de6a3e4941c0e4bc1a123e782a8f7a2a

Aliases

arxiv: 2412.01003 · arxiv_version: 2412.01003v4 · doi: 10.48550/arxiv.2412.01003 · pith_short_12: AQGRVWJIK3YB · pith_short_16: AQGRVWJIK3YBRI3D · pith_short_8: AQGRVWJI

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/AQGRVWJIK3YBRI3DZHATNQLUAD \
  | 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: 040d1ad92856f018a363c9c136c17400de6a3e4941c0e4bc1a123e782a8f7a2a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c71b20602b1d73f08643f8df46f0bfca7ad12cb1ae5199df2b6bd43f4a2e9c14",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-01T23:35:53Z",
    "title_canon_sha256": "4700a6119aef279ef707196cb882c1c22a7cea8ad29cb3cfc0d08b4498599090"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.01003",
    "kind": "arxiv",
    "version": 4
  }
}