Pith Number

pith:GB2B3GSM

pith:2026:GB2B3GSMRS3H4MUU6KPAQY4PUN

not attested not anchored not stored refs pending

RENEW: Towards Learning World Models and Repairing Model Exploitation from Preferences

Logan Mondal Bhamidipaty, Mykel Kochenderfer, Subramanian Ramamoorthy

arxiv:2607.14180 v1 · 2026-07-15 · cs.LG · 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{GB2B3GSMRS3H4MUU6KPAQY4PUN}

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	2026-07-17T00:20:55.695003Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30741d9a4c8cb67e3294f29e08638fa34368ce32f0eb584e0ba3ef6cfbc90cb7

Aliases

arxiv: 2607.14180 · arxiv_version: 2607.14180v1 · doi: 10.48550/arxiv.2607.14180 · pith_short_12: GB2B3GSMRS3H · pith_short_16: GB2B3GSMRS3H4MUU · pith_short_8: GB2B3GSM

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/GB2B3GSMRS3H4MUU6KPAQY4PUN \
  | 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: 30741d9a4c8cb67e3294f29e08638fa34368ce32f0eb584e0ba3ef6cfbc90cb7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "855d6e58236986b2f5906214119b6d89097cc6279a1c6418e8b3620d006cbafe",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-15T14:03:45Z",
    "title_canon_sha256": "09c43732a273b5f3e92472eb5ce2509797d9bf0a6c43c0f82d2159a5de7c77ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.14180",
    "kind": "arxiv",
    "version": 1
  }
}