Pith Number

pith:RVV5U6ZJ

pith:2024:RVV5U6ZJ2BREYPI6XFIMCJ6XXQ

not attested not anchored not stored refs pending

Abrupt Learning in Transformers: A Case Study on Matrix Completion

Ekdeep Singh Lubana, Pulkit Gopalani, Wei Hu

arxiv:2410.22244 v1 · 2024-10-29 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RVV5U6ZJ2BREYPI6XFIMCJ6XXQ}

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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

Emergent Capabilities Arise Randomly from Learning Sparse Attention Patterns

A Systematic Study of Behavioral Cloning for Scientific Data Annotation

Receipt and verification

First computed	2026-07-05T09:28:06.187651Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8d6bda7b29d0624c3d1eb950c127d7bc29c6972de81587799ee23cac9fb1c316

Aliases

arxiv: 2410.22244 · arxiv_version: 2410.22244v1 · doi: 10.48550/arxiv.2410.22244 · pith_short_12: RVV5U6ZJ2BRE · pith_short_16: RVV5U6ZJ2BREYPI6 · pith_short_8: RVV5U6ZJ

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/RVV5U6ZJ2BREYPI6XFIMCJ6XXQ \
  | 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: 8d6bda7b29d0624c3d1eb950c127d7bc29c6972de81587799ee23cac9fb1c316

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "382cff00bfac242cc2239721b97dcfab6d41bc27d43453da494a34a312277009",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-29T17:08:06Z",
    "title_canon_sha256": "da8131ad8e87b95410873984fea7fec7b4e9778ff7f89052b1233cbc93f6d37b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.22244",
    "kind": "arxiv",
    "version": 1
  }
}