Pith Number

pith:XRQCEPBV

pith:2025:XRQCEPBVSGHKKTLMP2PD4JQCGM

not attested not anchored not stored refs pending

Adaptive Monitoring and Real-World Evaluation of Agentic AI Systems

Manish Shukla

arxiv:2509.00115 v3 · 2025-08-28 · cs.AI · cs.CL · 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{XRQCEPBVSGHKKTLMP2PD4JQCGM}

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	2026-07-05T12:11:20.204260Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc60223c35918ea54d6c7e9e3e2602333d8a799a131914728035173313a7c712

Aliases

arxiv: 2509.00115 · arxiv_version: 2509.00115v3 · doi: 10.48550/arxiv.2509.00115 · pith_short_12: XRQCEPBVSGHK · pith_short_16: XRQCEPBVSGHKKTLM · pith_short_8: XRQCEPBV

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/XRQCEPBVSGHKKTLMP2PD4JQCGM \
  | 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: bc60223c35918ea54d6c7e9e3e2602333d8a799a131914728035173313a7c712

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d04b24997d0f5b832c885a5746f72ee0f6d88228393cb45cfb27dc6060aba2a",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-28T15:52:49Z",
    "title_canon_sha256": "e1c91ac9a7b4b5de535526334241ab0fbe4f5d094a01096f9a7f818ce635a69f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.00115",
    "kind": "arxiv",
    "version": 3
  }
}