Pith Number

pith:2RFMC6UM

pith:2026:2RFMC6UMSWIVXYSWXBW3IUA22A

not attested not anchored not stored refs pending

A Stackelberg Framework for Resource-Aware LLM Agents: Learning, Repair, and Conditional Guarantees

Baoxun Wang

arxiv:2606.23026 v1 · 2026-06-22 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2RFMC6UMSWIVXYSWXBW3IUA22A}

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	2026-06-23T03:14:07.080606Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d44ac17a8c95915be256b86db4501ad027646b0578416858ac378b128741d9ad

Aliases

arxiv: 2606.23026 · arxiv_version: 2606.23026v1 · doi: 10.48550/arxiv.2606.23026 · pith_short_12: 2RFMC6UMSWIV · pith_short_16: 2RFMC6UMSWIVXYSW · pith_short_8: 2RFMC6UM

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/2RFMC6UMSWIVXYSWXBW3IUA22A \
  | 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: d44ac17a8c95915be256b86db4501ad027646b0578416858ac378b128741d9ad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6598acec0773df04c5fd18baa2d49199265ee3d7f7cb76c417b3f4806172c2c8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-22T08:38:22Z",
    "title_canon_sha256": "dce4a978a2aa624f742b2f6d70062384e1b6bc6b0fcc49a5f0d962b52e7eb7f0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.23026",
    "kind": "arxiv",
    "version": 1
  }
}