Pith Number

pith:MVRYENMO

pith:2024:MVRYENMOKNLLGFW2D76LPSTLID

not attested not anchored not stored refs pending

Dualformer: Controllable Fast and Slow Thinking by Learning with Randomized Reasoning Traces

DiJia Su, Michael Rabbat, Qinqing Zheng, Sainbayar Sukhbaatar, Yuandong Tian

arxiv:2410.09918 v3 · 2024-10-13 · cs.AI · cs.LG · cs.LO

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\usepackage{pith}
\pithnumber{MVRYENMOKNLLGFW2D76LPSTLID}

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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

7 papers in Pith

Search, Fail, Recover: A Training Framework for Correction-Aware Reasoning

Efficient Reasoning with Hidden Thinking

Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps

Vision-aligned Latent Reasoning for Multi-modal Large Language Model

NoisyCoconut: Counterfactual Consensus via Latent Space Reasoning

Receipt and verification

First computed	2026-07-05T11:35:10.837083Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

656382358e5356b316da1ffcb7ca6b40fd147c8bedb89b3c3ecbe6dad558763b

Aliases

arxiv: 2410.09918 · arxiv_version: 2410.09918v3 · doi: 10.48550/arxiv.2410.09918 · pith_short_12: MVRYENMOKNLL · pith_short_16: MVRYENMOKNLLGFW2 · pith_short_8: MVRYENMO

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/MVRYENMOKNLLGFW2D76LPSTLID \
  | 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: 656382358e5356b316da1ffcb7ca6b40fd147c8bedb89b3c3ecbe6dad558763b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "665862ecf7cae6cb49b1048325537d204d2cbf0212f9bad71a28f01c0ef5dbae",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.LO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-10-13T16:53:02Z",
    "title_canon_sha256": "230d0a1f5a3d4ba607598f9d0329abdba1de69fe775bca4ae1027d1bb669719d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.09918",
    "kind": "arxiv",
    "version": 3
  }
}