Pith. sign in
Pith Number

pith:Y7QI36GL

pith:2024:Y7QI36GLYVFBV3CJO4V7UO74LZ
not attested not anchored not stored refs pending

Flexible task abstractions emerge in linear networks with fast and bounded units

Alexandra M. Proca, Ali Hummos, Andrew M. Saxe, Christopher Summerfield, Jan P. Bauer, Kai Sandbrink

arxiv:2411.03840 v2 · 2024-11-06 · cs.LG · q-bio.NC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{Y7QI36GLYVFBV3CJO4V7UO74LZ}

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 2026-07-05T10:01:37.769382Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c7e08df8cbc54a1aec49772bfa3bfc5e6ec121f0edf9ea306f602a90cd1c1fb6

Aliases

arxiv: 2411.03840 · arxiv_version: 2411.03840v2 · doi: 10.48550/arxiv.2411.03840 · pith_short_12: Y7QI36GLYVFB · pith_short_16: Y7QI36GLYVFBV3CJ · pith_short_8: Y7QI36GL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/Y7QI36GLYVFBV3CJO4V7UO74LZ \
  | 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: c7e08df8cbc54a1aec49772bfa3bfc5e6ec121f0edf9ea306f602a90cd1c1fb6
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8baefc9aac36bc05bab284c708c253ec25b3d226599fad6990319131f225efa8",
    "cross_cats_sorted": [
      "q-bio.NC"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-06T11:24:02Z",
    "title_canon_sha256": "426a1c68d67b9fa1daf000b41c087ece367469310ecea52d7c1b34365ef555e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.03840",
    "kind": "arxiv",
    "version": 2
  }
}