Pith Number

pith:MNCYARR5

pith:2025:MNCYARR5KCJYSZHPE5KERYACJT

not attested not anchored not stored refs pending

NNGPT: Rethinking AutoML with Large Language Models

Avi Goyal, Chandini Vysyaraju, Dmitry Ignatov, Furui Qin, Radu Timofte, Raghuvir Duvvuri, Roman Kochnev, Tolgay Atinc Uzun, Waleed Khalid, Xi Zhang, Yashkumar Sanjaybhai Dhameliya

arxiv:2511.20333 v1 · 2025-11-25 · cs.AI · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MNCYARR5KCJYSZHPE5KERYACJT}

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.

Cited by

3 papers in Pith

Preparation of Fractal-Inspired Computational Architectures for Advanced Large Language Model Analysis

Enhancing LLM-Based Neural Network Generation: Few-Shot Prompting and Efficient Validation for Automated Architecture Design

Receipt and verification

First computed	2026-06-02T02:04:11.421681Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

634580463d50938964ef275448e0024cd88100a3b6ac5b085f548828f5f7408b

Aliases

arxiv: 2511.20333 · arxiv_version: 2511.20333v1 · doi: 10.48550/arxiv.2511.20333 · pith_short_12: MNCYARR5KCJY · pith_short_16: MNCYARR5KCJYSZHP · pith_short_8: MNCYARR5

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/MNCYARR5KCJYSZHPE5KERYACJT \
  | 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: 634580463d50938964ef275448e0024cd88100a3b6ac5b085f548828f5f7408b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f1c57973e12454982eed1fd3af72a65cfa3afd47d722d80d17d77b7db55e3a41",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-11-25T14:10:44Z",
    "title_canon_sha256": "4f0e2169cd488003bf8822026b9da505ec5f8a5908e856920708eba3c8557ca0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.20333",
    "kind": "arxiv",
    "version": 1
  }
}