Pith. sign in
Pith Number

pith:TWERQHMR

pith:2025:TWERQHMRB3LABEVXIO4SP7AYLW
not attested not anchored not stored refs pending

ATLAS: AI-Native Receiver Test-and-Measurement by Leveraging AI-Guided Search

Johannes Lange, Kaushik Chowdhury, Mauro Belgiovine, Michael L\"ohning, Suyash Pradhan

arxiv:2508.12204 v1 · 2025-08-17 · eess.SP · cs.LG · cs.NI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{TWERQHMRB3LABEVXIO4SP7AYLW}

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 2026-07-05T11:55:01.685487Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9d89181d910ed60092b743b927fc185d891c7f74f629b82ffd22bc3d19b985cc

Aliases

arxiv: 2508.12204 · arxiv_version: 2508.12204v1 · doi: 10.48550/arxiv.2508.12204 · pith_short_12: TWERQHMRB3LA · pith_short_16: TWERQHMRB3LABEVX · pith_short_8: TWERQHMR
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/TWERQHMRB3LABEVXIO4SP7AYLW \
  | 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: 9d89181d910ed60092b743b927fc185d891c7f74f629b82ffd22bc3d19b985cc
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "974be958ca554d9b60bc17235151356d4b02952ade60180ff04971d0fe9a0af5",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2025-08-17T02:12:15Z",
    "title_canon_sha256": "56a71d10f76626be5096184b0837acb4c668032ffb2b9c552e0b3f6f81060884"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.12204",
    "kind": "arxiv",
    "version": 1
  }
}