Pith Number

pith:IUVM4I5V

pith:2025:IUVM4I5VBGC52AHPV4RSJAVXKY

not attested not anchored not stored refs pending

Efficient and Scalable Agentic AI with Heterogeneous Systems

Michelle Nguyen, Sachin Katti, Zain Asgar

arxiv:2507.19635 v1 · 2025-07-25 · cs.LG · cs.AI · 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{IUVM4I5VBGC52AHPV4RSJAVXKY}

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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

7 papers in Pith

Towards Scalable Customization and Deployment of Multi-Agent Systems for Enterprise Applications

The Internet of Agentic AI: Communication, Coordination, and Collective Intelligence at Scale

KForge: LLM-Driven Cross-Platform Kernel Generation for AI Accelerators

Agentic AI Workload Characteristics

GoodServe: Towards High-Goodput Serving of Agentic LLM Inferences over Heterogeneous Resources

Receipt and verification

First computed	2026-07-05T11:43:38.047200Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

452ace23b50985dd00efaf232482b7560ee34afd09a91c020466b68a205f66ee

Aliases

arxiv: 2507.19635 · arxiv_version: 2507.19635v1 · doi: 10.48550/arxiv.2507.19635 · pith_short_12: IUVM4I5VBGC5 · pith_short_16: IUVM4I5VBGC52AHP · pith_short_8: IUVM4I5V

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/IUVM4I5VBGC52AHPV4RSJAVXKY \
  | 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: 452ace23b50985dd00efaf232482b7560ee34afd09a91c020466b68a205f66ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "010b52cb16be626e4ebc88e08c6e4077a261b36285cd5d7e0d94387eb3a7fd99",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-25T19:02:42Z",
    "title_canon_sha256": "c89e5801539966713d03ea1aa59c727f97f3db5084a04c6893b379cd0aace40e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.19635",
    "kind": "arxiv",
    "version": 1
  }
}