Pith Number

pith:PJ7JIVS7

pith:2022:PJ7JIVS7NZM7LZYT6RIKKV267J

not attested not anchored not stored refs pending

Thinking Fast and Slow in Large Language Models

Michal Kosinski, Sarah Fabi, Thilo Hagendorff

arxiv:2212.05206 v2 · 2022-12-10 · cs.CL · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PJ7JIVS7NZM7LZYT6RIKKV267J}

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

2 papers in Pith

Adapt to Thrive! Adaptive Power-Mean Policy Optimization for Improved LLM Reasoning

Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs

Receipt and verification

First computed	2026-07-05T06:58:36.961224Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a7e94565f6e59f5e713f450a5575efa5da18fa6856c8ccc048030765c9e4dd1

Aliases

arxiv: 2212.05206 · arxiv_version: 2212.05206v2 · doi: 10.48550/arxiv.2212.05206 · pith_short_12: PJ7JIVS7NZM7 · pith_short_16: PJ7JIVS7NZM7LZYT · pith_short_8: PJ7JIVS7

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/PJ7JIVS7NZM7LZYT6RIKKV267J \
  | 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: 7a7e94565f6e59f5e713f450a5575efa5da18fa6856c8ccc048030765c9e4dd1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a46d37e47976d39ae3c604b72b3c64f151aa895b6a8f16083bfd6b514f006877",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-12-10T05:07:30Z",
    "title_canon_sha256": "e04ab12f80eedc41c5c9961ff2bafb40b7879b772a28db91cd22f4c6eb2a5a3a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.05206",
    "kind": "arxiv",
    "version": 2
  }
}