Pith Number

pith:KXIDSPGX

pith:2025:KXIDSPGXUU2UZO3EKGSRDTSDQR

not attested not anchored not stored refs pending

Token Communication in the Era of Large Models: An Information Bottleneck-Based Approach

Dusit Niyato, Hao Wei, Ping Zhang, Wanli Ni, Wenjun Xu, Wen Wang

arxiv:2507.01728 v1 · 2025-07-02 · eess.SP · 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{KXIDSPGXUU2UZO3EKGSRDTSDQR}

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.

Cited by

1 paper in Pith

Networking-Aware Energy Efficiency in Agentic AI Inference: A Survey

Receipt and verification

First computed	2026-07-05T11:30:54.142823Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55d0393cd7a5354cbb6451a511ce43845e53aac5e19602d7da5f67de85fc417f

Aliases

arxiv: 2507.01728 · arxiv_version: 2507.01728v1 · doi: 10.48550/arxiv.2507.01728 · pith_short_12: KXIDSPGXUU2U · pith_short_16: KXIDSPGXUU2UZO3E · pith_short_8: KXIDSPGX

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/KXIDSPGXUU2UZO3EKGSRDTSDQR \
  | 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: 55d0393cd7a5354cbb6451a511ce43845e53aac5e19602d7da5f67de85fc417f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "acd58490b846f9f32b4eb3428af8812162b9dd1f3f34bff48867f324a4d5cd7a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2025-07-02T14:03:01Z",
    "title_canon_sha256": "c5728fa85a943c8f35b6764d4fcd66f73d8a5df273a5dff6b930f9a5e92c6926"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.01728",
    "kind": "arxiv",
    "version": 1
  }
}