Pith Number

pith:UPSJSY4K

pith:2026:UPSJSY4KLKYY2WL2U7TBJF2ICD

not attested not anchored not stored refs pending

Temperature-driven inversion and nonlinear dynamics in ChatGPT-like AIs

Bella Xinrui Li, Frank Yingjie Huo, Neil F. Johnson

arxiv:2608.00939 v1 · 2026-08-02 · physics.soc-ph · cond-mat.dis-nn · cs.AI · nlin.AO · physics.app-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UPSJSY4KLKYY2WL2U7TBJF2ICD}

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	2026-08-04T01:55:53.156751Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a3e499638a5ab18d597aa7e614974810ce995772e69bcc459d64da3a10132a47

Aliases

arxiv: 2608.00939 · arxiv_version: 2608.00939v1 · doi: 10.48550/arxiv.2608.00939 · pith_short_12: UPSJSY4KLKYY · pith_short_16: UPSJSY4KLKYY2WL2 · pith_short_8: UPSJSY4K

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/UPSJSY4KLKYY2WL2U7TBJF2ICD \
  | 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: a3e499638a5ab18d597aa7e614974810ce995772e69bcc459d64da3a10132a47

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6484182136f17760bdc280f6ef64613e0d67e0c358b2ce4b3af9992a2763b2ae",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "cs.AI",
      "nlin.AO",
      "physics.app-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.soc-ph",
    "submitted_at": "2026-08-02T02:37:49Z",
    "title_canon_sha256": "0664c8fc1091d73f76041458b315cffb5d9a664e52f17b7af627866db8bb0c9f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.00939",
    "kind": "arxiv",
    "version": 1
  }
}