Pith Number

pith:5VV4JTYN

pith:2023:5VV4JTYNBCHWMPBCYBMUJLFSD6

not attested not anchored not stored refs pending

The History and Risks of Reinforcement Learning and Human Feedback

Nathan Lambert, Thomas Krendl Gilbert, Tom Zick

arxiv:2310.13595 v2 · 2023-10-20 · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5VV4JTYNBCHWMPBCYBMUJLFSD6}

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

3 papers in Pith

AI Alignment From Social Choice Perspectives

Reinforcement Learning from Human Feedback

RewardBench 2: Advancing Reward Model Evaluation

Receipt and verification

First computed	2026-07-05T07:17:33.302800Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ed6bc4cf0d088f663c22c05944acb21f975399d8b58db23ce51fa06e22e9f576

Aliases

arxiv: 2310.13595 · arxiv_version: 2310.13595v2 · doi: 10.48550/arxiv.2310.13595 · pith_short_12: 5VV4JTYNBCHW · pith_short_16: 5VV4JTYNBCHWMPBC · pith_short_8: 5VV4JTYN

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/5VV4JTYNBCHWMPBCYBMUJLFSD6 \
  | 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: ed6bc4cf0d088f663c22c05944acb21f975399d8b58db23ce51fa06e22e9f576

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "40714ee5528c3c574c03f02e4a120266d464dddf825ed7819d32dd0b387ef5c1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2023-10-20T15:45:16Z",
    "title_canon_sha256": "633278139518b6cce0085a178f61d87c8cc7eef7dba2b8b6108baa8b8bec93bf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.13595",
    "kind": "arxiv",
    "version": 2
  }
}