Pith Number

pith:A5U7TA5M

pith:2024:A5U7TA5MZGWX3HVZBIOBOSRROG

not attested not anchored not stored refs pending

From Language Models to Practical Self-Improving Computer Agents

Alex Sheng

arxiv:2404.11964 v1 · 2024-04-18 · 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{A5U7TA5MZGWX3HVZBIOBOSRROG}

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

A Lightweight Multi-Expert Generative Language Model System for Engineering Information and Knowledge Extraction

Receipt and verification

First computed	2026-07-05T08:09:33.332116Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0769f983acc9ad7d9eb90a1c174a31718342fbd62fcdab6bbb9794c9036df29b

Aliases

arxiv: 2404.11964 · arxiv_version: 2404.11964v1 · doi: 10.48550/arxiv.2404.11964 · pith_short_12: A5U7TA5MZGWX · pith_short_16: A5U7TA5MZGWX3HVZ · pith_short_8: A5U7TA5M

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/A5U7TA5MZGWX3HVZBIOBOSRROG \
  | 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: 0769f983acc9ad7d9eb90a1c174a31718342fbd62fcdab6bbb9794c9036df29b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f8341901918dbea55580d34eb9feaf6d76c04220d017a1d1afb0e12ce405782",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-04-18T07:50:10Z",
    "title_canon_sha256": "b4960c7af3c002a53786f9914b79f655ea19dd9e999c29991d60d7e676135263"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.11964",
    "kind": "arxiv",
    "version": 1
  }
}