Pith Number

pith:XJRLC5J6

pith:2026:XJRLC5J63UA5EUOPONQ2SKWTHH

not attested not anchored not stored refs pending

Agentic AI for Bilevel Long-Term Optimization of Policy-Driven Physical Layer Systems

Bingnan Xiao, Chenhao Yang, Tony Q. S. Quek, Wei Ni, Xin Wang

arxiv:2606.24416 v1 · 2026-06-23 · 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{XJRLC5J63UA5EUOPONQ2SKWTHH}

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	2026-06-24T01:15:29.893739Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ba62b1753edd01d251cf7361a92ad339df27cb7d5dd97d6e82652f089c96ba14

Aliases

arxiv: 2606.24416 · arxiv_version: 2606.24416v1 · doi: 10.48550/arxiv.2606.24416 · pith_short_12: XJRLC5J63UA5 · pith_short_16: XJRLC5J63UA5EUOP · pith_short_8: XJRLC5J6

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/XJRLC5J63UA5EUOPONQ2SKWTHH \
  | 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: ba62b1753edd01d251cf7361a92ad339df27cb7d5dd97d6e82652f089c96ba14

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8ad7544ed36981a6b6d35da22060d1e3a3b134fa9992bebed0b24982cf9fbf7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-23T10:53:12Z",
    "title_canon_sha256": "44cabcca3f5a957acacbd3190d0c986f2a39b936be454a8142fe8b22cc73b34d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.24416",
    "kind": "arxiv",
    "version": 1
  }
}