Pith Number

pith:X7CD2Q62

pith:2025:X7CD2Q6272TGZHHSLGRU2WE7EE

not attested not anchored not stored refs pending

Position Paper: Rethinking AI/ML for Air Interface in Wireless Networks

Birendra Ghimire, Christopher Mutschler, Diomidis S. Michalopoulos, Georgios Kontes

arxiv:2506.11466 v1 · 2025-06-13 · 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{X7CD2Q6272TGZHHSLGRU2WE7EE}

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	2026-07-05T11:21:04.967041Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bfc43d43dafea66c9cf259a34d589f212779dfc33e5acbc222a29e87860b94d4

Aliases

arxiv: 2506.11466 · arxiv_version: 2506.11466v1 · doi: 10.48550/arxiv.2506.11466 · pith_short_12: X7CD2Q6272TG · pith_short_16: X7CD2Q6272TGZHHS · pith_short_8: X7CD2Q62

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/X7CD2Q6272TGZHHSLGRU2WE7EE \
  | 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: bfc43d43dafea66c9cf259a34d589f212779dfc33e5acbc222a29e87860b94d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ad05fbaaa3b5e64cd068012b9caaa6580b1a1169c6777245d81e9e670148055d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-13T04:41:51Z",
    "title_canon_sha256": "c44bb9701f38b49494b63b16b8dab76f4ab816e5a07c37738cff4cdb9101137b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.11466",
    "kind": "arxiv",
    "version": 1
  }
}