Pith Number

pith:PENMZTIL

pith:2024:PENMZTILHAXULOY5XX5GLHSLDM

not attested not anchored not stored refs pending

State Soup: In-Context Skill Learning, Retrieval and Mixing

Jo\~ao Sacramento, Johannes von Oswald, Maciej Pi\'oro, Maciej Wo{\l}czyk, Razvan Pascanu

arxiv:2406.08423 v1 · 2024-06-12 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PENMZTILHAXULOY5XX5GLHSLDM}

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

S0 Tuning: Zero-Overhead Adaptation of Hybrid Recurrent-Attention Models

Receipt and verification

First computed	2026-07-05T08:30:59.600616Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

791acccd0b382f45bb1dbdfa659e4b1b3bad8e7b736eaad7209ae3f48efc1ed0

Aliases

arxiv: 2406.08423 · arxiv_version: 2406.08423v1 · doi: 10.48550/arxiv.2406.08423 · pith_short_12: PENMZTILHAXU · pith_short_16: PENMZTILHAXULOY5 · pith_short_8: PENMZTIL

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/PENMZTILHAXULOY5XX5GLHSLDM \
  | 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: 791acccd0b382f45bb1dbdfa659e4b1b3bad8e7b736eaad7209ae3f48efc1ed0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fcf254f4e0fbf5f1faffa9bd5d9beb3ca7b9b8172ba3253f2ef467caeaa7467e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-12T17:06:07Z",
    "title_canon_sha256": "9299eb123f60930597a0afe5695122e9fdbcc15192d9f5e4ff794fa788eb06d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.08423",
    "kind": "arxiv",
    "version": 1
  }
}