Pith Number

pith:LYU6TUUO

pith:2025:LYU6TUUOSHENKF22YXMJ4OP4NW

not attested not anchored not stored refs pending

AUTOCIRCUIT-RL: Reinforcement Learning-Driven LLM for Automated Circuit Topology Generation

Ehsan Degan, Luyao Shi, Prashanth Vijayaraghavan, Vandana Mukherjee, Xin Zhang

arxiv:2506.03122 v1 · 2025-06-03 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LYU6TUUOSHENKF22YXMJ4OP4NW}

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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

2 papers in Pith

pcbGPT: Automatic PCB Schematic Synthesis from Natural Language Requirements

ARCS: Autoregressive Circuit Synthesis with Topology-Aware Graph Attention and Spec Conditioning

Receipt and verification

First computed	2026-07-05T11:15:15.251533Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5e29e9d28e91c8d5175ac5d89e39fc6da1a4d17b51acf4923b8baa6bdd51013a

Aliases

arxiv: 2506.03122 · arxiv_version: 2506.03122v1 · doi: 10.48550/arxiv.2506.03122 · pith_short_12: LYU6TUUOSHEN · pith_short_16: LYU6TUUOSHENKF22 · pith_short_8: LYU6TUUO

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/LYU6TUUOSHENKF22YXMJ4OP4NW \
  | 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: 5e29e9d28e91c8d5175ac5d89e39fc6da1a4d17b51acf4923b8baa6bdd51013a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "43f863ec27fc1d09fe2548cfd084d4b010538abcd14937f2fbc27cf82154e11e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-03T17:54:30Z",
    "title_canon_sha256": "0f7adaa20cd38377a96a0b48e26d48a38591631b3b68b87ca2b4c7bb12cb33d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.03122",
    "kind": "arxiv",
    "version": 1
  }
}