Pith Number

pith:42DMKMMT

pith:2025:42DMKMMTVC5IDHGSVRIGVUU2OV

not attested not anchored not stored refs pending

Learning to Align, Aligning to Learn: A Unified Approach for Self-Optimized Alignment

Cheng Wei, Chunxiao Guo, Haowen Wang, Jiadi Jiang, Jian Wang, Jiaxin Liang, Ji Li, Jingyuan Deng, Jinjie Gu, Lei Fan, Peng Wei, Shuowen Zhang, Xudong Han, Yun Yue, Zhiling Ye

arxiv:2508.07750 v1 · 2025-08-11 · 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{42DMKMMTVC5IDHGSVRIGVUU2OV}

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

1 paper in Pith

Large Language Model Post-Training: A Unified View of Off-Policy and On-Policy Learning

Receipt and verification

First computed	2026-07-05T11:51:51.602798Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e686c53193a8ba819cd2ac506ad29a754cd71bb60d3093142235a6e57a6bd124

Aliases

arxiv: 2508.07750 · arxiv_version: 2508.07750v1 · doi: 10.48550/arxiv.2508.07750 · pith_short_12: 42DMKMMTVC5I · pith_short_16: 42DMKMMTVC5IDHGS · pith_short_8: 42DMKMMT

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/42DMKMMTVC5IDHGSVRIGVUU2OV \
  | 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: e686c53193a8ba819cd2ac506ad29a754cd71bb60d3093142235a6e57a6bd124

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c42b27c243a6336c2aa8df9ea907d0e1465ad555f898f379b39a81dd641f7f0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-11T08:28:47Z",
    "title_canon_sha256": "745f526e6d20977595262bba3861899911ab12e9b873b32d14a953621f7f99fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.07750",
    "kind": "arxiv",
    "version": 1
  }
}