Pith Number

pith:C7A3C33I

pith:2023:C7A3C33IBKAMCNFV6HTYIC4KV2

not attested not anchored not stored refs pending

Think before you speak: Training Language Models With Pause Tokens

Aditya Krishna Menon, Ankit Singh Rawat, Sachin Goyal, Sanjiv Kumar, Vaishnavh Nagarajan, Ziwei Ji

arxiv:2310.02226 v3 · 2023-10-03 · cs.CL · cs.AI · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C7A3C33IBKAMCNFV6HTYIC4KV2}

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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

26 papers in Pith

Demystifying Hidden-State Recurrence: Switchable Latent Reasoning with On-Policy Reinforcement Learning

Forecasting Future Behavior as a Learning Task

Why Limit the Residual Stream to Layers and Not Tokens? Persistent Memory for Continuous Latent Reasoning

MIRAGE: Mobile Agents with Implicit Reasoning and Generative World Models

Test-Time Compute Scaling for ASR with Depth-Conditioned Looped Transformers

Receipt and verification

First computed	2026-07-05T08:10:18.366120Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

17c1b16f680a80c134b5f1e7840b8aaeb40fa64bbee5cd71dc5c4c7f39abf3c6

Aliases

arxiv: 2310.02226 · arxiv_version: 2310.02226v3 · doi: 10.48550/arxiv.2310.02226 · pith_short_12: C7A3C33IBKAM · pith_short_16: C7A3C33IBKAMCNFV · pith_short_8: C7A3C33I

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/C7A3C33IBKAMCNFV6HTYIC4KV2 \
  | 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: 17c1b16f680a80c134b5f1e7840b8aaeb40fa64bbee5cd71dc5c4c7f39abf3c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cd23ca90f46ce72cd87ef3a53327ecc87d92ca4a0e88d9df1113a8c48092c96e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-03T17:32:41Z",
    "title_canon_sha256": "32693e22d330b662622a6cfe5ecd9a931253951c2bf5d4d3c3dd96f99ccd5f0e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.02226",
    "kind": "arxiv",
    "version": 3
  }
}