Pith Number

pith:6REZWYZP

pith:2024:6REZWYZPHWITYCNEI7IJGBPMHG

not attested not anchored not stored refs pending

An Information-Theoretic Analysis of In-Context Learning

Benjamin Van Roy, Hong Jun Jeon, Jason D. Lee, Qi Lei

arxiv:2401.15530 v1 · 2024-01-28 · cs.LG · cs.IT · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6REZWYZPHWITYCNEI7IJGBPMHG}

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

2 papers in Pith

Manifold Steering Reveals the Shared Geometry of Neural Network Representation and Behavior

Why Multimodal In-Context Learning Lags Behind? Unveiling the Inner Mechanisms and Bottlenecks

Receipt and verification

First computed	2026-07-05T07:38:36.226063Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f4499b632f3d913c09a447d09305ec39a9d7af8ef62336f8c00b98f1b7bbdf32

Aliases

arxiv: 2401.15530 · arxiv_version: 2401.15530v1 · doi: 10.48550/arxiv.2401.15530 · pith_short_12: 6REZWYZPHWIT · pith_short_16: 6REZWYZPHWITYCNE · pith_short_8: 6REZWYZP

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/6REZWYZPHWITYCNEI7IJGBPMHG \
  | 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: f4499b632f3d913c09a447d09305ec39a9d7af8ef62336f8c00b98f1b7bbdf32

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fcee7ca7978baec05379b78b4186cbb7ddd87b737ffc5f310bcfa2f35b8cf661",
    "cross_cats_sorted": [
      "cs.IT",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-28T00:36:44Z",
    "title_canon_sha256": "3f05b2b6424d5eb43a8ed0ca6557fe519175a189ecfabb07f9cca72153bc348d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.15530",
    "kind": "arxiv",
    "version": 1
  }
}