Pith Number

pith:DQNJNZ32

pith:2026:DQNJNZ324G24PXKJBOV4BRACGG

not attested not anchored not stored refs pending

Robust Human-AI Complementarity under Uncertainty

Bryan Wilder, Yewon Byun

arxiv:2607.06656 v1 · 2026-07-07 · 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{DQNJNZ324G24PXKJBOV4BRACGG}

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	2026-07-09T00:19:22.002514Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c1a96e77ae1b5c7dd490babc0c40231838cd9c4eb78c7cae6f1bee62753ba09

Aliases

arxiv: 2607.06656 · arxiv_version: 2607.06656v1 · doi: 10.48550/arxiv.2607.06656 · pith_short_12: DQNJNZ324G24 · pith_short_16: DQNJNZ324G24PXKJ · pith_short_8: DQNJNZ32

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/DQNJNZ324G24PXKJBOV4BRACGG \
  | 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: 1c1a96e77ae1b5c7dd490babc0c40231838cd9c4eb78c7cae6f1bee62753ba09

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eea8a5b8edbef78ee17384f3c1592ee1dc65961de0aeb329ddc723164a7c4fe6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-07T17:58:06Z",
    "title_canon_sha256": "492ea930db238f9f983649c1dfb25d98e6d6b45e618086395551dd1ba3ea026e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.06656",
    "kind": "arxiv",
    "version": 1
  }
}