Pith Number

pith:TWOO3OCE

pith:2026:TWOO3OCEE3WBKC6PQZVQDBKHDK

not attested not anchored not stored refs pending

AOSpec: Action and Observation Co-Speculation for Low-Latency Agent Serving

Hao Mark Chen, Hongxiang Fan, Jinnan Guo, Wayne Luk

arxiv:2608.00881 v1 · 2026-08-01 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TWOO3OCEE3WBKC6PQZVQDBKHDK}

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	2026-08-04T01:55:27.883761Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d9cedb84426ec150bcf866b0185471a956678da8fd9a615fa1f2e37e5fbdc35

Aliases

arxiv: 2608.00881 · arxiv_version: 2608.00881v1 · doi: 10.48550/arxiv.2608.00881 · pith_short_12: TWOO3OCEE3WB · pith_short_16: TWOO3OCEE3WBKC6P · pith_short_8: TWOO3OCE

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/TWOO3OCEE3WBKC6PQZVQDBKHDK \
  | 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: 9d9cedb84426ec150bcf866b0185471a956678da8fd9a615fa1f2e37e5fbdc35

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "247361dca03bac0a48963f65884631c17ccac703ac45a9a6398dbdda578cdebb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-01T22:06:52Z",
    "title_canon_sha256": "4446f9c7b835386f21fc6c9b47cb12ca8a12e36680c6cd408e1952653b7103eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.00881",
    "kind": "arxiv",
    "version": 1
  }
}