Pith Number

pith:6DHAX443

pith:2026:6DHAX443XLALU3IIXTF537ES56

not attested not anchored not stored refs pending

From Model Scaling to System Scaling: Scaling the Harness in Agentic AI

Shangding Gu

arxiv:2605.26112 v1 · 2026-05-25 · cs.AI · 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{6DHAX443XLALU3IIXTF537ES56}

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	2026-05-26T03:05:24.767664Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f0ce0bf39bbac0ba6d08bccbddfc92efb132923b5db3052e72f04ae0487e249a

Aliases

arxiv: 2605.26112 · arxiv_version: 2605.26112v1 · doi: 10.48550/arxiv.2605.26112 · pith_short_12: 6DHAX443XLAL · pith_short_16: 6DHAX443XLALU3II · pith_short_8: 6DHAX443

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/6DHAX443XLALU3IIXTF537ES56 \
  | 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: f0ce0bf39bbac0ba6d08bccbddfc92efb132923b5db3052e72f04ae0487e249a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7ca8423534bf1a82611a4495d2e97bee5e8afa5a587163ded731152a19327682",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-25T17:59:36Z",
    "title_canon_sha256": "6744b8771f4ab94121a9676a6691293eb3fbf14252c9e213b8326f599b42829b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.26112",
    "kind": "arxiv",
    "version": 1
  }
}