Pith Number

pith:FCVT3PGQ

pith:2026:FCVT3PGQWPQE6TUORDWKHQRGOR

not attested not anchored not stored refs pending

A Unifying Lens on Reward Uncertainty in RLHF

Ely Hahami, Jack Benarroch Jedlicki, Ray Zhou, Yoel Zimmermann

arxiv:2606.09073 v1 · 2026-06-08 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FCVT3PGQWPQE6TUORDWKHQRGOR}

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	2026-06-09T02:07:57.176264Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

28ab3dbcd0b3e04f4e8e88eca3c226747cc5d4b8663698c56a631bb18aaf620a

Aliases

arxiv: 2606.09073 · arxiv_version: 2606.09073v1 · doi: 10.48550/arxiv.2606.09073 · pith_short_12: FCVT3PGQWPQE · pith_short_16: FCVT3PGQWPQE6TUO · pith_short_8: FCVT3PGQ

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/FCVT3PGQWPQE6TUORDWKHQRGOR \
  | 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: 28ab3dbcd0b3e04f4e8e88eca3c226747cc5d4b8663698c56a631bb18aaf620a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "139ce02a7345aad79683aba8ceaefe81cc4896eac113a4d97f191876776fb5c2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-08T06:15:30Z",
    "title_canon_sha256": "451827b14a685e8356f6272542177785b23095c6ef77b1b4a8df41aed4d801aa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.09073",
    "kind": "arxiv",
    "version": 1
  }
}