Pith Number

pith:N4VTAIPG

pith:2026:N4VTAIPGAWHWCEEBFQTLZ2JRRC

not attested not anchored not stored refs pending

Towards Feedback-to-Plan Decisions for Self-Evolving LLM Agents in CUDA Kernel Generation

Jiaming Wu, Peng Qu, Yee Hin Chong, YouHui Zhang

arxiv:2605.26720 v1 · 2026-05-26 · 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{N4VTAIPGAWHWCEEBFQTLZ2JRRC}

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	2026-05-27T01:06:09.194112Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6f2b3021e6058f6110812c26bce93188b27cc6f4627e41613b751e7455883eb2

Aliases

arxiv: 2605.26720 · arxiv_version: 2605.26720v1 · doi: 10.48550/arxiv.2605.26720 · pith_short_12: N4VTAIPGAWHW · pith_short_16: N4VTAIPGAWHWCEEB · pith_short_8: N4VTAIPG

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/N4VTAIPGAWHWCEEBFQTLZ2JRRC \
  | 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: 6f2b3021e6058f6110812c26bce93188b27cc6f4627e41613b751e7455883eb2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "be3ab33c6a8ac0504adc6beb8e5409e14ac186b6640d9822af5a6d319ed09e40",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-26T09:00:09Z",
    "title_canon_sha256": "c415c3552e94d7b8e180a847564eee03e872e63854ede5be2e71ef6471d741f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.26720",
    "kind": "arxiv",
    "version": 1
  }
}