Pith Number

pith:Y3CSLXRA

pith:2026:Y3CSLXRARWGIVMMWTHJZV3I3DG

not attested not anchored not stored refs pending

Beyond Scaling: Agents Are Heading to the Edge

Chunlin Tian, Dongqi Cai, Nicholas D. Lane, Wanru Zhao

arxiv:2605.18535 v1 · 2026-05-18 · cs.LG · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y3CSLXRARWGIVMMWTHJZV3I3DG}

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	2026-05-20T00:06:06.545781Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c6c525de208d8c8ab19699d39aed1b1987b81a77371f0faf67e7ca30520707fb

Aliases

arxiv: 2605.18535 · arxiv_version: 2605.18535v1 · doi: 10.48550/arxiv.2605.18535 · pith_short_12: Y3CSLXRARWGI · pith_short_16: Y3CSLXRARWGIVMMW · pith_short_8: Y3CSLXRA

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/Y3CSLXRARWGIVMMWTHJZV3I3DG \
  | 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: c6c525de208d8c8ab19699d39aed1b1987b81a77371f0faf67e7ca30520707fb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b731d2aace66a0ee79b45a3e1ee857671cc913624845158d7bc145714fe6c79b",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-18T15:18:29Z",
    "title_canon_sha256": "cdd5566a0950388e2d4a93bda929f0341bc90900bbbd94d081ce03096b840a3c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.18535",
    "kind": "arxiv",
    "version": 1
  }
}