Pith Number

pith:AOCPRYJ4

pith:2025:AOCPRYJ4SF35X7HACGA2NDUFQQ

not attested not anchored not stored refs pending

Reinforcement Pre-Training

Furu Wei, Li Dong, Qingxiu Dong, Tianzhu Ye, Yao Tang, Yutao Sun, Zhifang Sui

arxiv:2506.08007 v1 · 2025-06-09 · 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{AOCPRYJ4SF35X7HACGA2NDUFQQ}

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

11 papers in Pith

Be Your Own Teacher: Steering Protein Language Models via Unsupervised Reward Optimization

RL Excursions during Pre-Training: Re-examining Policy Optimization for LLM training

Trust Region On-Policy Distillation

Value-Gradient Hypothesis of RL for LLMs

Detecting and Mitigating the Correct-Answer Extinction Window in Test-Time Reinforcement Learning with Majority Voting

Receipt and verification

First computed	2026-07-05T11:18:37.154688Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0384f8e13c9177dbfce01181a68e85842491f073fce8ee6b3ae7b74569728438

Aliases

arxiv: 2506.08007 · arxiv_version: 2506.08007v1 · doi: 10.48550/arxiv.2506.08007 · pith_short_12: AOCPRYJ4SF35 · pith_short_16: AOCPRYJ4SF35X7HA · pith_short_8: AOCPRYJ4

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/AOCPRYJ4SF35X7HACGA2NDUFQQ \
  | 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: 0384f8e13c9177dbfce01181a68e85842491f073fce8ee6b3ae7b74569728438

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a9f140ac4cdce90ad7aea99979e5f4efda52812208cbbe4a8da9684450e9172",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-09T17:59:53Z",
    "title_canon_sha256": "cdff2fe0d2cf952940426e674770674b305393f496c68cb09578d178eb48e3e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.08007",
    "kind": "arxiv",
    "version": 1
  }
}