Pith Number

pith:XXPEHMOD

pith:2026:XXPEHMODY3QY46UONJEHM4ZSU6

not attested not anchored not stored refs pending

Engineering Robustness into Personal Agents with the AI Workflow Store

Lillian Tsai, Mariana Raykova, Pierre Tholoniat, Roxana Geambasu, Trishita Tiwari, Wen Zhang, Wen Zhang (Google)

AI agents must incorporate rigorous software engineering through reusable hardened workflows to achieve production-grade reliability and security.

arxiv:2605.10907 v3 · 2026-05-11 · cs.CR · 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{XXPEHMODY3QY46UONJEHM4ZSU6}

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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.

Claims

C1strongest claim

By focusing on rapid, real-time synthesis, are AI agents effectively delivering users improvised prototypes rather than systems fit for high-stakes scenarios in which users may unwittingly apply them?

C2weakest assumption

That the extra compute and time required for rigorous SE processes can be amortized through reuse across a broad user community without losing the responsiveness users expect.

C3one line summary

AI agents should shift from on-the-fly plan synthesis to invoking pre-engineered, tested, and reusable workflows stored in an AI Workflow Store to gain reliability and security.

Receipt and verification

First computed	2026-06-11T01:10:37.374452Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bdde43b1c3c6e18e7a8e6a48767332a7897bd368d90ac131fd9e083c85526709

Aliases

arxiv: 2605.10907 · arxiv_version: 2605.10907v3 · doi: 10.48550/arxiv.2605.10907 · pith_short_12: XXPEHMODY3QY · pith_short_16: XXPEHMODY3QY46UO · pith_short_8: XXPEHMOD

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/XXPEHMODY3QY46UONJEHM4ZSU6 \
  | 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: bdde43b1c3c6e18e7a8e6a48767332a7897bd368d90ac131fd9e083c85526709

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "48633943e6f16b3d2df6a401be7f5d886d74cd8407d92ce0b61af34dda3338a7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-05-11T17:46:33Z",
    "title_canon_sha256": "e628fff59a68483bf2aee7a6647e9dced7d34ee89e3ddea525a7aaf1cf421343"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.10907",
    "kind": "arxiv",
    "version": 3
  }
}