Pith Number

pith:7ZWSR2D2

pith:2026:7ZWSR2D2CVRH4EGMGDW4UKZ3AS

not attested not anchored not stored refs pending

Less Traffic, Better Outcomes: Competition-Aware Request Dispatch in Real-Time Ad Exchanges

Bichen Shi, Blaz Mramor, Fangda Zou, Jonaid Shianifar, Matthieu C. Martin, Rong Zhou, Xingsheng Guo, Zhihua Zhu

arxiv:2608.03705 v1 · 2026-08-04 · cs.AI · 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{7ZWSR2D2CVRH4EGMGDW4UKZ3AS}

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	2026-08-05T01:36:55.979654Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fe6d28e87a15627e10cc30edca2b3b04b40db9cfaad4bb43d0e1ad3c718bc082

Aliases

arxiv: 2608.03705 · arxiv_version: 2608.03705v1 · doi: 10.48550/arxiv.2608.03705 · pith_short_12: 7ZWSR2D2CVRH · pith_short_16: 7ZWSR2D2CVRH4EGM · pith_short_8: 7ZWSR2D2

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/7ZWSR2D2CVRH4EGMGDW4UKZ3AS \
  | 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: fe6d28e87a15627e10cc30edca2b3b04b40db9cfaad4bb43d0e1ad3c718bc082

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9075a7ecaf05c4f5a7eb3f1a0f9cf0c15322610b46aa9b58fe3cade211dc6b1d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-04T14:11:42Z",
    "title_canon_sha256": "8dacbd7977feed05d7fcfb575d531b2d95c05ff957ed59a6d7958a27aae6b7c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.03705",
    "kind": "arxiv",
    "version": 1
  }
}