Pith Number

pith:3T7O5XED

pith:2026:3T7O5XEDUPGFYFUGDTRAGMI2RP

not attested not anchored not stored refs pending

Cognitive Demand Steering for Adaptive Meta-Reasoning in Large Language Models

John Scoville, Jonathan Richard Schwarz, Shengzhuang Chen, Stefan Winzeck, Yejin Bang

arxiv:2608.01319 v1 · 2026-08-02 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3T7O5XEDUPGFYFUGDTRAGMI2RP}

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.

Receipt and verification

First computed	2026-08-04T02:03:59.485493Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dcfeeedc83a3cc5c16861ce203311a8bde09d57ef8eda64bc9ae758f2e1806a8

Aliases

arxiv: 2608.01319 · arxiv_version: 2608.01319v1 · doi: 10.48550/arxiv.2608.01319 · pith_short_12: 3T7O5XEDUPGF · pith_short_16: 3T7O5XEDUPGFYFUG · pith_short_8: 3T7O5XED

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/3T7O5XEDUPGFYFUGDTRAGMI2RP \
  | 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: dcfeeedc83a3cc5c16861ce203311a8bde09d57ef8eda64bc9ae758f2e1806a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d06bad45cc6ed1c2fc4da2bf971280057c00ee579a90fbfe70e4efc6f1a30aa8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-02T15:41:12Z",
    "title_canon_sha256": "ed97faafb30617b3acaf3b5b0afd611ccfb91f2e98ad8a6374db3d30bef16488"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.01319",
    "kind": "arxiv",
    "version": 1
  }
}