Pith Number

pith:MKMX3X6G

pith:2025:MKMX3X6GNNPZQD5DY7IOIWN3EV

not attested not anchored not stored refs pending

A Mixture of Linear Corrections Generates Secure Code

Corina S. Pasareanu, Matt Fredrikson, Ravi Mangal, Terry Zhuo, Weichen Yu

arxiv:2507.09508 v1 · 2025-07-13 · cs.CR · 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{MKMX3X6GNNPZQD5DY7IOIWN3EV}

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	2026-07-05T11:36:10.259491Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62997ddfc66b5f980fa3c7d0e459bb2579db9540beda0ede48dfbc3194d0afc1

Aliases

arxiv: 2507.09508 · arxiv_version: 2507.09508v1 · doi: 10.48550/arxiv.2507.09508 · pith_short_12: MKMX3X6GNNPZ · pith_short_16: MKMX3X6GNNPZQD5D · pith_short_8: MKMX3X6G

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/MKMX3X6GNNPZQD5DY7IOIWN3EV \
  | 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: 62997ddfc66b5f980fa3c7d0e459bb2579db9540beda0ede48dfbc3194d0afc1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ea92ac369626b19f388e9be5ceeb26da6aee9ba200820994230c0ae0ffaaa86e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-07-13T06:27:33Z",
    "title_canon_sha256": "4fdd4c6c87d52524628a2b795a5d0e57ead2045f33d45e12935747eab8dd09ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.09508",
    "kind": "arxiv",
    "version": 1
  }
}