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Pith Number

pith:AD3WXFVE

pith:2026:AD3WXFVE4AR433PEO76DMOINPS
not attested not anchored not stored refs pending

Winner-Take-All bottlenecks enforce disentangled symbolic representations in multi-task learning

Julian Gutheil (1), Robert Legenstein (1) ((1) Graz University of Technology), Simon Hitzginger (1)

arxiv:2605.22472 v1 · 2026-05-21 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{AD3WXFVE4AR433PEO76DMOINPS}

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 2026-05-22T01:04:44.548556Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

00f76b96a4e023cdede477fc36390d7cb3147128037ad8b75de1c00c5c827e53

Aliases

arxiv: 2605.22472 · arxiv_version: 2605.22472v1 · doi: 10.48550/arxiv.2605.22472 · pith_short_12: AD3WXFVE4AR4 · pith_short_16: AD3WXFVE4AR433PE · pith_short_8: AD3WXFVE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/AD3WXFVE4AR433PEO76DMOINPS \
  | 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: 00f76b96a4e023cdede477fc36390d7cb3147128037ad8b75de1c00c5c827e53
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ba772996a9ee28b8a79b98876b8ba3667b6c82b297c9343a238a5c87ade9d65d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-21T13:33:08Z",
    "title_canon_sha256": "20fd534cddd0b11b63aa08e86986ced6bf5b41d61d7881c8dbd69e9afbf98547"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.22472",
    "kind": "arxiv",
    "version": 1
  }
}