Pith. sign in
Pith Number

pith:M4O657F3

pith:2026:M4O657F3EEFBGRY2RPLG5WKTFJ
not attested not anchored not stored refs pending

Programmers Are Poor and Overconfident Judges of LLM-Generated Assertions

Adithya Murali, Madeline Endres, Yuriy Brun, Zhanna Kaufman

arxiv:2607.08885 v1 · 2026-07-09 · cs.SE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{M4O657F3EEFBGRY2RPLG5WKTFJ}

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.
Receipt and verification
First computed 2026-07-13T00:17:24.583971Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

671deefcbb210a13471a8bd66ed9532a785c79dd1a31be2e047a3052689b6411

Aliases

arxiv: 2607.08885 · arxiv_version: 2607.08885v1 · doi: 10.48550/arxiv.2607.08885 · pith_short_12: M4O657F3EEFB · pith_short_16: M4O657F3EEFBGRY2 · pith_short_8: M4O657F3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/M4O657F3EEFBGRY2RPLG5WKTFJ \
  | 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: 671deefcbb210a13471a8bd66ed9532a785c79dd1a31be2e047a3052689b6411
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "3c05ed9121a2e04ca46c42cb34098987947fd8955c7d8fecd85b131b0e97ab2c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-07-09T19:22:35Z",
    "title_canon_sha256": "e306582518d49e0ee92c2b85ccce5a06b1eb820486a12652b7c8e9f8c9f0dac9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.08885",
    "kind": "arxiv",
    "version": 1
  }
}