Pith Number

pith:YRFLVZZQ

pith:2026:YRFLVZZQA6O24A5FCEUUH6BAZG

not attested not anchored not stored refs pending

Ready Cohorts: Bounding GPU Opportunity and Avoiding Host Round Trips in LLM-Agent Control

Josef Liyanjun Chen

arxiv:2608.12123 v1 · 2026-08-12 · cs.DC · cs.AI · cs.OS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YRFLVZZQA6O24A5FCEUUH6BAZG}

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	2026-08-13T01:30:08.465126Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c44abae730079dae03a5112943f820c99df175065ad5b9dcf8a81596ba323611

Aliases

arxiv: 2608.12123 · arxiv_version: 2608.12123v1 · doi: 10.48550/arxiv.2608.12123 · pith_short_12: YRFLVZZQA6O2 · pith_short_16: YRFLVZZQA6O24A5F · pith_short_8: YRFLVZZQ

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/YRFLVZZQA6O24A5FCEUUH6BAZG \
  | 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: c44abae730079dae03a5112943f820c99df175065ad5b9dcf8a81596ba323611

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b845697076f8390be1e1dd3abaff334aafdd70d7bbacd97c789f7bccd1112f9d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.OS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2026-08-12T14:42:15Z",
    "title_canon_sha256": "bb90c26eacd9a26ac2cc0f424626871f7a298d4f3f2bcc08b999f3ddb2a0f9ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.12123",
    "kind": "arxiv",
    "version": 1
  }
}