Pith Number

pith:3P7DGRWP

pith:2026:3P7DGRWPP53YOMH3IZ64ECM5HT

not attested not anchored not stored refs pending

Automating Low-Risk Code Review at Meta: RADAR, Risk Calibration, and Review Efficiency

Alex Manners, Arjun Singh Banga, Audris Mockus, Brian Ellis, Chris Adams, David Molnar, Frederic Sagnes, Ging Cee Ng, Gurinder Grewal, Gursharan Singh, James Saindon, Jiefu Pei, Karthik Chengayan Sridhar, Matt Labunka, Matt Steiner, Nachiappan Nagappan, Nate Cook, Parveen Bansal, Pedro Canahuati, Peter Rigby, Prabhakar Goyal, Pratibha Udmalpet, Rujin Cao, Sean Xia, Sid Sidhu, Souvik Bhattacharya, Stacey Yan, Tianyu He, Vishal Parekh, Will Shackleton

arxiv:2605.30208 v1 · 2026-05-28 · cs.SE · 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{3P7DGRWPP53YOMH3IZ64ECM5HT}

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	2026-05-29T02:06:12.942294Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dbfe3346cf7f778730fb467dc2099d3ccb400081c855839540f40dcd138268af

Aliases

arxiv: 2605.30208 · arxiv_version: 2605.30208v1 · doi: 10.48550/arxiv.2605.30208 · pith_short_12: 3P7DGRWPP53Y · pith_short_16: 3P7DGRWPP53YOMH3 · pith_short_8: 3P7DGRWP

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/3P7DGRWPP53YOMH3IZ64ECM5HT \
  | 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: dbfe3346cf7f778730fb467dc2099d3ccb400081c855839540f40dcd138268af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f2f92628ee07a6baba90f643900aa85e0bf1f5836762f2e3c69c7d6d1374243",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-05-28T16:44:07Z",
    "title_canon_sha256": "ec887746b82d642868442acae34a672bd7abb90a6dce14757895d07b574349d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.30208",
    "kind": "arxiv",
    "version": 1
  }
}