Pith Number

pith:FISUJVZF

pith:2024:FISUJVZFTJALKI7SQAARLTQW6X

not attested not anchored not stored refs pending

Machine Learning & Wi-Fi: Unveiling the Path Towards AI/ML-Native IEEE 802.11 Networks

Boris Bellalta, Francesc Wilhelmi, Katarzyna Kosek-Szott, Szymon Szott

arxiv:2405.11504 v2 · 2024-05-19 · cs.NI · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FISUJVZFTJALKI7SQAARLTQW6X}

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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

1 paper in Pith

On-Device LLM for Context-Aware Wi-Fi Roaming

Receipt and verification

First computed	2026-07-05T09:01:00.307178Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2a2544d7259a40b523f2800115ce16f5c454c084bf7a8ad22cdefe36de322438

Aliases

arxiv: 2405.11504 · arxiv_version: 2405.11504v2 · doi: 10.48550/arxiv.2405.11504 · pith_short_12: FISUJVZFTJAL · pith_short_16: FISUJVZFTJALKI7S · pith_short_8: FISUJVZF

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/FISUJVZFTJALKI7SQAARLTQW6X \
  | 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: 2a2544d7259a40b523f2800115ce16f5c454c084bf7a8ad22cdefe36de322438

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef4daab4bcec150c621efd5e181a6700d93d3576a3e35d8696aeb63979aa2906",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2024-05-19T10:12:20Z",
    "title_canon_sha256": "bfd4c25013402cd5752f01dbcc31c2d0a1ea94f7c08f2f483bc47801ae6cf3f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.11504",
    "kind": "arxiv",
    "version": 2
  }
}