Pith Number

pith:XBHGIWRB

pith:2025:XBHGIWRB2KQFYYTKUXAOEZF3J4

not attested not anchored not stored refs pending

Frontier: Simulating the Next Generation of LLM Inference Systems

Hong Xu, Kin Hang Sew, Xin Tan, Yibo Zhu, Yicheng Feng, Yimin Jiang

arxiv:2508.03148 v1 · 2025-08-05 · 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{XBHGIWRB2KQFYYTKUXAOEZF3J4}

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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

Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation

Receipt and verification

First computed	2026-07-05T11:48:37.444922Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b84e645a21d2a05c626aa5c0e264bb4f059b7b5077c924254a048536213ca6b0

Aliases

arxiv: 2508.03148 · arxiv_version: 2508.03148v1 · doi: 10.48550/arxiv.2508.03148 · pith_short_12: XBHGIWRB2KQF · pith_short_16: XBHGIWRB2KQFYYTK · pith_short_8: XBHGIWRB

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/XBHGIWRB2KQFYYTKUXAOEZF3J4 \
  | 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: b84e645a21d2a05c626aa5c0e264bb4f059b7b5077c924254a048536213ca6b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a4e0cb77dafd77ce88067a02837509661beef0f5d140aac6cd23ea3da90e968a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-05T06:53:28Z",
    "title_canon_sha256": "cf9e662239f4973a72c432fd7b80feb17d4baa40ff75e4034c9f5720365560e3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.03148",
    "kind": "arxiv",
    "version": 1
  }
}