Pith. sign in
Pith Number

pith:UVDUHUI5

pith:2026:UVDUHUI5KFRRXRKNIZ6XZHPRMJ
not attested not anchored not stored refs pending

Governed MCP: Kernel-Level Tool Governance for AI Agents via Logit-Based Safety Primitives

Daeyeon Son

Kernel-resident gateway for AI agent tool calls makes 10-line userspace bypasses structurally impossible.

arxiv:2604.16870 v2 · 2026-04-18 · cs.CR · cs.AI · cs.OS

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{UVDUHUI5KFRRXRKNIZ6XZHPRMJ}

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.

Claims

C1strongest claim

a 10-LoC userspace bypass that defeats existing guardrail libraries is structurally impossible against the kernel-resident gate; all 15 WASM-to-system host functions route through the gateway.

C2weakest assumption

That the ProbeLogits semantic gate (detailed in the companion paper) reliably identifies unsafe or unintended MCP tool calls across realistic adversarial and benign scenarios, as the reported support is an ablation on a 101-prompt benchmark.

C3one line summary

Governed MCP implements kernel-level governance for MCP tool calls in AI agents through a 6-layer pipeline including ProbeLogits semantic verification, with an ablation showing F1 drop from 0.773 to 0.327 without it and structural prevention of userspace bypasses.

Receipt and verification
First computed 2026-07-07T02:18:40.734679Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a54743d11d51631bc54d467d7c9df16255ec1c915b35955ea66a34da6cb246ee

Aliases

arxiv: 2604.16870 · arxiv_version: 2604.16870v2 · doi: 10.48550/arxiv.2604.16870 · pith_short_12: UVDUHUI5KFRR · pith_short_16: UVDUHUI5KFRRXRKN · pith_short_8: UVDUHUI5
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/UVDUHUI5KFRRXRKNIZ6XZHPRMJ \
  | 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: a54743d11d51631bc54d467d7c9df16255ec1c915b35955ea66a34da6cb246ee
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d8841aa4de7c071d81abd4fd1c3963a816845eac8874a693ffff78e8c36443d0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.OS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-04-18T06:40:20Z",
    "title_canon_sha256": "55c75cf4f14ad024be9d2e0ae6469b4a34f4d3a26f1d79df791c39e1a9497648"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2604.16870",
    "kind": "arxiv",
    "version": 2
  }
}