Pith Number

pith:6QPMTHOX

pith:2024:6QPMTHOXDMA2ANK3D2V3SBF3VE

not attested not anchored not stored refs pending

Make Every Move Count: LLM-based High-Quality RTL Code Generation Using MCTS

Animesh Basak Chowdhury, Jeyavijayan Rajendran, Matthew DeLorenzo, Ramesh Karri, Shailja Thakur, Siddharth Garg, Vasudev Gohil

arxiv:2402.03289 v1 · 2024-02-05 · cs.LG · cs.AI · cs.AR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6QPMTHOXDMA2ANK3D2V3SBF3VE}

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

9 papers in Pith

RTLScout: Joint Agentic Code and Synthesis Optimization for Efficient Digital Circuits

LLMs for Secure Hardware Design and Related Problems: Opportunities and Challenges

From Concept to Practice: an Automated LLM-aided UVM Machine for RTL Verification

LLMs for Secure Hardware Design and Related Problems: Opportunities and Challenges

ChipSeek: Optimizing Verilog Generation via EDA-Integrated Reinforcement Learning

Receipt and verification

First computed	2026-07-05T07:41:33.538908Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f41ec99dd71b01a0355b1eabb904bba93253679e0ff73a585db0aab407a7537e

Aliases

arxiv: 2402.03289 · arxiv_version: 2402.03289v1 · doi: 10.48550/arxiv.2402.03289 · pith_short_12: 6QPMTHOXDMA2 · pith_short_16: 6QPMTHOXDMA2ANK3 · pith_short_8: 6QPMTHOX

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/6QPMTHOXDMA2ANK3D2V3SBF3VE \
  | 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: f41ec99dd71b01a0355b1eabb904bba93253679e0ff73a585db0aab407a7537e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ad503cbc902ff2c8d3db70536048613bb5c6dfdff0fa8bf542e2c72c5d339719",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.AR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-05T18:47:04Z",
    "title_canon_sha256": "1f80aac536f2ff169a7a2722e2afd4afd4cbdf2a382bbbde2eb4a99255c0c742"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.03289",
    "kind": "arxiv",
    "version": 1
  }
}