Pith Number

pith:AZ7JNTQX

pith:2026:AZ7JNTQXZCFWVHCJIHOHF4VKYJ

not attested not anchored not stored refs pending

KC-Agent: A Dual-Process Cognitive Architecture for Efficient ML Model Improvement

Ajay Dholakia, David Ellison, Gusseppe Bravo-Rocca, Jordi Guitart, Puneet Jain

arxiv:2608.02351 v1 · 2026-08-03 · 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{AZ7JNTQXZCFWVHCJIHOHF4VKYJ}

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	2026-08-04T02:12:00.658628Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

067e96ce17c88b6a9c4941dc72f2aac24be9c675fdb9ad69feaf873865f4c2f4

Aliases

arxiv: 2608.02351 · arxiv_version: 2608.02351v1 · doi: 10.48550/arxiv.2608.02351 · pith_short_12: AZ7JNTQXZCFW · pith_short_16: AZ7JNTQXZCFWVHCJ · pith_short_8: AZ7JNTQX

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/AZ7JNTQXZCFWVHCJIHOHF4VKYJ \
  | 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: 067e96ce17c88b6a9c4941dc72f2aac24be9c675fdb9ad69feaf873865f4c2f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aeabff1f80ff67a769d7bf6452de787cad80a2582e480ab4939d3173317283b1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-03T15:03:35Z",
    "title_canon_sha256": "f85afc782b5bdfbd3e7c76ecf8a4761cf30ddc2bed1c411208bd8d08b9684a5a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.02351",
    "kind": "arxiv",
    "version": 1
  }
}