Pith Number

pith:O7MTNW2U

pith:2025:O7MTNW2UK7SOZ72UK2LEGKHMWP

not attested not anchored not stored refs pending

A Stochastic Dynamical Theory of LLM Self-Adversariality: Modeling Severity Drift as a Critical Process

Jack David Carson

arxiv:2501.16783 v1 · 2025-01-28 · cs.CL · cs.AI · nlin.AO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O7MTNW2UK7SOZ72UK2LEGKHMWP}

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	2026-07-05T10:06:18.438680Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

77d936db5457e4ecff5456964328ecb3e924e12a8778a94d1ae9e944f9c449d0

Aliases

arxiv: 2501.16783 · arxiv_version: 2501.16783v1 · doi: 10.48550/arxiv.2501.16783 · pith_short_12: O7MTNW2UK7SO · pith_short_16: O7MTNW2UK7SOZ72U · pith_short_8: O7MTNW2U

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/O7MTNW2UK7SOZ72UK2LEGKHMWP \
  | 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: 77d936db5457e4ecff5456964328ecb3e924e12a8778a94d1ae9e944f9c449d0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c9a1222171c3db88c793c7e0a3c1df9c2e37d761da269039de038151881c7e2",
    "cross_cats_sorted": [
      "cs.AI",
      "nlin.AO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-28T08:08:25Z",
    "title_canon_sha256": "c72e0ec950322e673497577b2ebcbf5b839456d0fbb54821495c1becd3802a48"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.16783",
    "kind": "arxiv",
    "version": 1
  }
}