Pith Number

pith:I2Z6GP5J

pith:2026:I2Z6GP5JHJEW4XUMOHHLOXCGHV

not attested not anchored not stored refs pending

The Rollout Infrastructure Tax in Coding-Agent Reinforcement Learning

Daniel Thi Graviet, Ivan Burazin, Ivan Dagelic, Lovre Pesut, Vedran Jukic

arxiv:2607.01415 v1 · 2026-07-01 · cs.LG · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{I2Z6GP5JHJEW4XUMOHHLOXCGHV}

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.

Receipt and verification

First computed	2026-07-03T00:16:59.701244Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

46b3e33fa93a496e5e8c71ceb75c463d4cd3f8b18200c359d031838df19a9a72

Aliases

arxiv: 2607.01415 · arxiv_version: 2607.01415v1 · doi: 10.48550/arxiv.2607.01415 · pith_short_12: I2Z6GP5JHJEW · pith_short_16: I2Z6GP5JHJEW4XUM · pith_short_8: I2Z6GP5J

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/I2Z6GP5JHJEW4XUMOHHLOXCGHV \
  | 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: 46b3e33fa93a496e5e8c71ceb75c463d4cd3f8b18200c359d031838df19a9a72

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8356a4e242d0013533cbb21850825b76ec75a642f22f010db39f69da5cccff14",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-01T19:20:46Z",
    "title_canon_sha256": "50ba70d70b58d8cade99453317a2bd99f56821f344854c8e0be547e7ba01d9a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.01415",
    "kind": "arxiv",
    "version": 1
  }
}