Pith Number

pith:LRSSYNEF

pith:2025:LRSSYNEFP5FCIZGH7T56V3VQSP

not attested not anchored not stored refs pending

Implicit Reasoning in Large Language Models: A Comprehensive Survey

Chengwei Qin, Irwin King, Jiahong Liu, Jindong Li, Li Fan, Menglin Yang, Rex Ying, Yali Fu, Yao Shu

arxiv:2509.02350 v1 · 2025-09-02 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{LRSSYNEFP5FCIZGH7T56V3VQSP}

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Record completeness

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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

10 papers in Pith

Latent Visual States for Efficient Multimodal Reasoning

LoRi: Low-Rank Distillation for Implicit Reasoning

Bridging the Gap Between Latent and Explicit Reasoning with Looped Transformers

The Attentional White Bear Effect in Transformer Language Models

S$^2$GR: Stepwise Semantic-Guided Reasoning in Latent Space for Generative Recommendation

Receipt and verification

First computed	2026-07-05T12:03:36.831193Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c652c34857f4a2464c7fcfbeaeeb093e16fbbd633b28fef8dc5e7290da0f3bf

Aliases

arxiv: 2509.02350 · arxiv_version: 2509.02350v1 · doi: 10.48550/arxiv.2509.02350 · pith_short_12: LRSSYNEFP5FC · pith_short_16: LRSSYNEFP5FCIZGH · pith_short_8: LRSSYNEF

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/LRSSYNEFP5FCIZGH7T56V3VQSP \
  | 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: 5c652c34857f4a2464c7fcfbeaeeb093e16fbbd633b28fef8dc5e7290da0f3bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bb821c98d9c5226e27807ac53ff3580507893fa83cd08b7321b271897c9e9c3a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-09-02T14:16:02Z",
    "title_canon_sha256": "fdb642a23f486a3e09b63df31c59e350f1096e39e6b1fe76f28c5a445fe37eeb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.02350",
    "kind": "arxiv",
    "version": 1
  }
}