Pith Number

pith:QJQMNVEB

pith:2023:QJQMNVEBLT2F7CVYRXUHYTZ4FB

not attested not anchored not stored refs pending

Estimating and Incentivizing Imperfect-Knowledge Agents with Hidden Rewards

Anil Aswani, Ilgin Dogan, Zuo-Jun Max Shen

arxiv:2308.06717 v1 · 2023-08-13 · cs.LG · cs.AI · cs.GT · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QJQMNVEBLT2F7CVYRXUHYTZ4FB}

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

1 paper in Pith

Moral Hazard in LTI Dynamics: A Hypothesis Testing Approach

Receipt and verification

First computed	2026-07-05T06:40:44.226508Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8260c6d4815cf45f8ab88de87c4f3c287958e4738a5c556589d69ea836c0d2e9

Aliases

arxiv: 2308.06717 · arxiv_version: 2308.06717v1 · doi: 10.48550/arxiv.2308.06717 · pith_short_12: QJQMNVEBLT2F · pith_short_16: QJQMNVEBLT2F7CVY · pith_short_8: QJQMNVEB

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/QJQMNVEBLT2F7CVYRXUHYTZ4FB \
  | 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: 8260c6d4815cf45f8ab88de87c4f3c287958e4738a5c556589d69ea836c0d2e9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "70019d6afc00162a9210f8a6c3dc45906679f832903f5f1d154222bb0c51e7e3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.GT",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-08-13T08:12:01Z",
    "title_canon_sha256": "a682597243075a3042896c98cbd4242a1babb936e93e993169ea212c64531ad8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.06717",
    "kind": "arxiv",
    "version": 1
  }
}