Pith Number

pith:E3VDQ5S7

pith:2025:E3VDQ5S76MEE4A3DWQYTNEJ6SH

not attested not anchored not stored refs pending

Reinforcement Learning from Human Feedback with High-Confidence Safety Constraints

Austin Hoag, Blossom Metevier, Philip S. Thomas, Scott Niekum, Will Schwarzer, Yaswanth Chittepu

arxiv:2506.08266 v1 · 2025-06-09 · cs.LG · cs.AI · cs.CL · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E3VDQ5S76MEE4A3DWQYTNEJ6SH}

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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

2 papers in Pith

Implicit Safety Alignment from Crowd Preferences

Reinforcement Learning from Human Feedback: A Statistical Perspective

Receipt and verification

First computed	2026-07-05T11:18:47.184938Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26ea38765ff3084e0363b43136913e91e7e9e6866df4e211a0f9421dac716ff2

Aliases

arxiv: 2506.08266 · arxiv_version: 2506.08266v1 · doi: 10.48550/arxiv.2506.08266 · pith_short_12: E3VDQ5S76MEE · pith_short_16: E3VDQ5S76MEE4A3D · pith_short_8: E3VDQ5S7

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/E3VDQ5S76MEE4A3DWQYTNEJ6SH \
  | 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: 26ea38765ff3084e0363b43136913e91e7e9e6866df4e211a0f9421dac716ff2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4fdfde24d51eebe4b1ede64a8727e934e1f527bb3c2335b48637dc3e486a10a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-09T22:03:56Z",
    "title_canon_sha256": "06693bab1075ada37e93ef2686655ea9fd294f6722299c9f2edd28c3cc94a690"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.08266",
    "kind": "arxiv",
    "version": 1
  }
}