Pith. sign in
Pith Number

pith:V5JOBVWF

pith:2026:V5JOBVWFILZLMJDB3GSKBZWMPJ
not attested not anchored not stored refs pending

EvoThink: Evolving Thinking in Large Reasoning Models via Self-Pruning and Aha-Moment Preference Optimization

Guilin Qi, Guohui Xiao, Huikang Hu, Kuicai Dong, Lin Ren, Rihui Jin, Xinbang Dai, Yuyang Zhang, Zhaocheng Du, Zheyu Xin

arxiv:2607.19962 v1 · 2026-07-22 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{V5JOBVWFILZLMJDB3GSKBZWMPJ}

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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.
Receipt and verification
First computed 2026-07-23T01:24:52.343236Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

af52e0d6c542f2b62461d9a4a0e6cc7a61e2c99113189c4139a3a8e86bebac04

Aliases

arxiv: 2607.19962 · arxiv_version: 2607.19962v1 · doi: 10.48550/arxiv.2607.19962 · pith_short_12: V5JOBVWFILZL · pith_short_16: V5JOBVWFILZLMJDB · pith_short_8: V5JOBVWF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/V5JOBVWFILZLMJDB3GSKBZWMPJ \
  | 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: af52e0d6c542f2b62461d9a4a0e6cc7a61e2c99113189c4139a3a8e86bebac04
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "32b96350157f3bd340f3afff52f4cb8a308427bc00924934f937703c4565efcb",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-22T09:40:22Z",
    "title_canon_sha256": "d0b8fb9d86963362b75aa46a73dc9233bc2dec536cd443c63ba3eb3b64d79e35"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.19962",
    "kind": "arxiv",
    "version": 1
  }
}