Pith Number

pith:JPUJOKXJ

pith:2025:JPUJOKXJW3RAYJJF6SMPCWHD4U

not attested not anchored not stored refs pending

Ctrl-Z: Controlling AI Agents via Resampling

Adam Kaufman, Akbir Khan, Aryan Bhatt, Buck Shlegeris, Cody Rushing, David Matolcsi, Tyler Tracy, Vasil Georgiev

arxiv:2504.10374 v1 · 2025-04-14 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JPUJOKXJW3RAYJJF6SMPCWHD4U}

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.

Cited by

5 papers in Pith

DrugBench: Evaluating AI Control Protocols for Medication Harm Mitigation

Attack Selection in Agentic AI Control Evaluations Meaningfully Decreases Safety

Chain of Thought Monitorability: A New and Fragile Opportunity for AI Safety

Honeypot Protocol

LinuxArena: A Control Setting for AI Agents in Live Production Software Environments

Receipt and verification

First computed	2026-07-05T10:48:59.099831Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4be8972ae9b6e20c2525f498f158e3e50935d3feb155b96886a478479edd78b1

Aliases

arxiv: 2504.10374 · arxiv_version: 2504.10374v1 · doi: 10.48550/arxiv.2504.10374 · pith_short_12: JPUJOKXJW3RA · pith_short_16: JPUJOKXJW3RAYJJF · pith_short_8: JPUJOKXJ

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/JPUJOKXJW3RAYJJF6SMPCWHD4U \
  | 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: 4be8972ae9b6e20c2525f498f158e3e50935d3feb155b96886a478479edd78b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "15315a734fd427fb3bf7596d368399749ad3e7dfdcd1cc4b4231b5d7e62e34bf",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-14T16:22:11Z",
    "title_canon_sha256": "25ecfdb073e566a78f82dcec178f71ea33e06906b7254e59194b5eb0f977190a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.10374",
    "kind": "arxiv",
    "version": 1
  }
}