Pith Number

pith:SLACG3NT

pith:2025:SLACG3NTHTXJGZVLW7SFPNJFIL

not attested not anchored not stored refs pending

Kevin: Multi-Turn RL for Generating CUDA Kernels

Ben Pan, Carlo Baronio, Pietro Marsella, Silas Alberti, Simon Guo

arxiv:2507.11948 v1 · 2025-07-16 · cs.LG · cs.AI · cs.PF · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SLACG3NTHTXJGZVLW7SFPNJFIL}

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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

15 papers in Pith

SpecGen: Accelerating Agentic Kernel Optimization with Speculative Generation

Hawk: Harnessing Hardware-Aware Knowledge for High-Performance NPU Kernel Generation

CUDABeaver: Benchmarking LLM-Based Automated CUDA Debugging

Kernel Foundry: A Diagnosis-driven Evolutionary Kernel Optimizer with Multi-Experts

The FIL Hypothesis: Inductive Biases Help with Kernel Engineering

Receipt and verification

First computed	2026-07-05T11:38:11.333145Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92c0236db33cee9366abb7e457b52542e169c2379007fd33661a3f3a6f6aef40

Aliases

arxiv: 2507.11948 · arxiv_version: 2507.11948v1 · doi: 10.48550/arxiv.2507.11948 · pith_short_12: SLACG3NTHTXJ · pith_short_16: SLACG3NTHTXJGZVL · pith_short_8: SLACG3NT

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/SLACG3NTHTXJGZVLW7SFPNJFIL \
  | 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: 92c0236db33cee9366abb7e457b52542e169c2379007fd33661a3f3a6f6aef40

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0aa03e2ed9cfe2e695fc274f63d8cc81f5204f7f524eeaf8e675c32e078ef5a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.PF",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-16T06:33:07Z",
    "title_canon_sha256": "c11a94431d45ccd9b30d036c3941064e2b95c95888fe57e55835d1b2afc09ec4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.11948",
    "kind": "arxiv",
    "version": 1
  }
}