Pith Number

pith:OBZ2JNO2

pith:2024:OBZ2JNO2AD5LDQWC2MGW67XH5C

not attested not anchored not stored refs pending

Capabilities of Large Language Models in Control Engineering: A Benchmark Study on GPT-4, Claude 3 Opus, and Gemini 1.0 Ultra

Aaron Havens, Bin Hu, Darioush Kevian, Geir Dullerud, Lianhui Qin, Peter Seiler, Usman Syed, Xingang Guo

arxiv:2404.03647 v1 · 2024-04-04 · math.OC · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OBZ2JNO2AD5LDQWC2MGW67XH5C}

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

6 papers in Pith

Reasoning4Sciences: Bridging Reasoning Language Models to All Scientific Branches

FDM-Bench: A Comprehensive Benchmark for Evaluating Large Language Models in Additive Manufacturing Tasks

When control meets large language models: From words to dynamics

Teaching Astronomy with Large Language Models

Receipt and verification

First computed	2026-07-05T08:04:28.742789Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7073a4b5da00fab1c2c2d30d6f7ee7e8ab0cc2f62a32727825e747332e6952b6

Aliases

arxiv: 2404.03647 · arxiv_version: 2404.03647v1 · doi: 10.48550/arxiv.2404.03647 · pith_short_12: OBZ2JNO2AD5L · pith_short_16: OBZ2JNO2AD5LDQWC · pith_short_8: OBZ2JNO2

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/OBZ2JNO2AD5LDQWC2MGW67XH5C \
  | 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: 7073a4b5da00fab1c2c2d30d6f7ee7e8ab0cc2f62a32727825e747332e6952b6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ee45aaf7508f029ca9500ba9f1c1d4db25ccb162540caa5afab87484a358667",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2024-04-04T17:58:38Z",
    "title_canon_sha256": "0b1213a9c5acbe93c95a8671bf2e659453669bf0e17f3a947947f322b5f76376"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.03647",
    "kind": "arxiv",
    "version": 1
  }
}