Pith Number

pith:2MOKXRO3

pith:2026:2MOKXRO3PHZSDNXLBCJDI2FLSI

not attested not anchored not stored refs pending

Overthinking: Amplifying Reasoning Weights to Extract Learned Secrets

Dipika Khullar, Fabien Roger, Jack Hopkins

arxiv:2607.08173 v1 · 2026-07-09 · 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{2MOKXRO3PHZSDNXLBCJDI2FLSI}

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	2026-07-10T01:19:28.669350Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d31cabc5db79f321b6eb08923468ab9237f17ced0c1efdf1d4f4c3c4e20dca1c

Aliases

arxiv: 2607.08173 · arxiv_version: 2607.08173v1 · doi: 10.48550/arxiv.2607.08173 · pith_short_12: 2MOKXRO3PHZS · pith_short_16: 2MOKXRO3PHZSDNXL · pith_short_8: 2MOKXRO3

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/2MOKXRO3PHZSDNXLBCJDI2FLSI \
  | 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: d31cabc5db79f321b6eb08923468ab9237f17ced0c1efdf1d4f4c3c4e20dca1c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32dffc91541012c847c91c9836d11eec3d18676b6b5f9089c0652fd08866dad3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-09T07:19:05Z",
    "title_canon_sha256": "2a22169b115125b5a7a2bb24769b72daaee08a5735cbe3e9ee30511991fce13d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.08173",
    "kind": "arxiv",
    "version": 1
  }
}