Pith Number

pith:GC4LIP5N

pith:2025:GC4LIP5NH66NKL4BA4RTHUPIAC

not attested not anchored not stored refs pending

LLM Priors for ERM over Programs

Eran Malach, Priyadarsi Mishra, Shivam Singhal, Tomer Galanti

arxiv:2510.14331 v3 · 2025-10-16 · 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{GC4LIP5NH66NKL4BA4RTHUPIAC}

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

What Do Evolutionary Coding Agents Evolve?

ReaComp: Compiling LLM Reasoning into Symbolic Solvers for Efficient Program Synthesis

Receipt and verification

First computed	2026-07-03T01:17:13.718174Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30b8b43fad3fbcd52f81072333d1e8008afac58d9b9d374e984f9a1e84e7bafd

Aliases

arxiv: 2510.14331 · arxiv_version: 2510.14331v3 · doi: 10.48550/arxiv.2510.14331 · pith_short_12: GC4LIP5NH66N · pith_short_16: GC4LIP5NH66NKL4B · pith_short_8: GC4LIP5N

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/GC4LIP5NH66NKL4BA4RTHUPIAC \
  | 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: 30b8b43fad3fbcd52f81072333d1e8008afac58d9b9d374e984f9a1e84e7bafd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "88f3f119194e350de8ad4ac9c6c7b5db2403897c60d916e2b5bbc6a3ae3a1f84",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-16T06:10:11Z",
    "title_canon_sha256": "e2f4f6a346271267c5ef888849d66f0b65e2cc0f0e4fcf6c48d7636343384b45"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.14331",
    "kind": "arxiv",
    "version": 3
  }
}