Pith Number

pith:FWF47FHD

pith:2026:FWF47FHDAR2PJRBHUBKPBPLA5G

not attested not anchored not stored refs pending

Calibrating Artificial Guilt: Neurally Grounded Reward Shaping for Prosocial Multi-Agent Reinforcement Learning

Aaditya Mehta, Arya Shah

arxiv:2608.04663 v1 · 2026-08-05 · 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{FWF47FHDAR2PJRBHUBKPBPLA5G}

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	2026-08-06T01:46:07.510344Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d8bcf94e30474f4c427a054f0bd60e9b271905fb8a9ca61a1213d9ff81ba11a

Aliases

arxiv: 2608.04663 · arxiv_version: 2608.04663v1 · doi: 10.48550/arxiv.2608.04663 · pith_short_12: FWF47FHDAR2P · pith_short_16: FWF47FHDAR2PJRBH · pith_short_8: FWF47FHD

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/FWF47FHDAR2PJRBHUBKPBPLA5G \
  | 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: 2d8bcf94e30474f4c427a054f0bd60e9b271905fb8a9ca61a1213d9ff81ba11a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "261022188b3d9623980ee4c5852629c33049ab8a20539b41066c1ded1cb061d9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-05T10:21:11Z",
    "title_canon_sha256": "84a12853ef8826d2e2ec16f4edb58c35e0913266ac24e754b9eb21160503874a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.04663",
    "kind": "arxiv",
    "version": 1
  }
}