Pith Number

pith:XJUIFPAK

pith:2023:XJUIFPAKSUAOTYTYJOWX7VMPES

not attested not anchored not stored refs pending

Emergence of In-Context Reinforcement Learning from Noise Distillation

Alexander Nikulin, Ilya Zisman, Sergey Kolesnikov, Viacheslav Sinii, Vladislav Kurenkov

arxiv:2312.12275 v3 · 2023-12-19 · 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{XJUIFPAKSUAOTYTYJOWX7VMPES}

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

1 paper in Pith

ReBRAC-v2: The Return of the King

Receipt and verification

First computed	2026-07-05T08:30:49.356012Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ba6882bc0a9500e9e2784bad7fd58f248cc89a5b114480fa203a9c348edc5961

Aliases

arxiv: 2312.12275 · arxiv_version: 2312.12275v3 · doi: 10.48550/arxiv.2312.12275 · pith_short_12: XJUIFPAKSUAO · pith_short_16: XJUIFPAKSUAOTYTY · pith_short_8: XJUIFPAK

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/XJUIFPAKSUAOTYTYJOWX7VMPES \
  | 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: ba6882bc0a9500e9e2784bad7fd58f248cc89a5b114480fa203a9c348edc5961

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9c1d8fd32497b1265aefc0b0baa40d27e559e60307139e9303fdd64ea26add4f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-19T15:56:30Z",
    "title_canon_sha256": "ab0d9ee1263834286b51c9f7c59900b9efe73dde64a8a69f1599b11a49b94e19"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.12275",
    "kind": "arxiv",
    "version": 3
  }
}