Pith Number

pith:LQ3JI7GF

pith:2025:LQ3JI7GFSRHJVGJJGYPJKFHLNQ

not attested not anchored not stored refs pending

Towards a Foundation Model for Communication Systems

Chien-Yi Wang, Da-shan Shiu, Davide Buffelli, Masoud Attarifar, Pritthijit Nath, Sattar Vakili, Sowmen Das, Yu-Wei Lin

arxiv:2505.14603 v1 · 2025-05-20 · cs.AI · cs.LG · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LQ3JI7GFSRHJVGJJGYPJKFHLNQ}

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

Against the Monolithic Wireless World Model: Why NextG Needs Composable and Agentic Intelligence

Receipt and verification

First computed	2026-07-05T11:06:16.425120Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c36947cc5944e9a9929361e9514eb6c3354c1f9f81abcf475529ed5538a6310

Aliases

arxiv: 2505.14603 · arxiv_version: 2505.14603v1 · doi: 10.48550/arxiv.2505.14603 · pith_short_12: LQ3JI7GFSRHJ · pith_short_16: LQ3JI7GFSRHJVGJJ · pith_short_8: LQ3JI7GF

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/LQ3JI7GFSRHJVGJJGYPJKFHLNQ \
  | 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: 5c36947cc5944e9a9929361e9514eb6c3354c1f9f81abcf475529ed5538a6310

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a3c67e04988f10dbd17eae622d01e462582afa94fac48c02e442e29d47361f8f",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-20T16:52:11Z",
    "title_canon_sha256": "b12c9048aeade94ab7676b32a13dd9705c4ee8bb3355ca2afe060a03c677862b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.14603",
    "kind": "arxiv",
    "version": 1
  }
}