Pith Number

pith:QEU3NQFQ

pith:2025:QEU3NQFQAROYHPZFGDR4SFAKGJ

not attested not anchored not stored refs pending

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Adam Khoja, Bruce W. Lee, Dan Hendrycks, JaeHyuk Lim, Long Phan, Mantas Mazeika, Norman Mu, Oliver Zhang, Richard Ren, Rishub Tamirisa, Xuwang Yin

arxiv:2502.08640 v2 · 2025-02-12 · cs.LG · cs.AI · cs.CL · cs.CV · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QEU3NQFQAROYHPZFGDR4SFAKGJ}

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

11 papers in Pith

Artificial Persons

OpenSafeIntent: Evaluating Intent-Calibrated Safe Completion Across Dual-Use Prompt Sets

Reducing Political Manipulation with Consistency Training

Understanding Goal Generalisation in Sequential Reinforcement Learning

Inertia in Moral and Value Judgments of Large Language Models

Receipt and verification

First computed	2026-07-05T10:16:41.781601Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8129b6c0b0045d83bf2530e3c9140a324aaf5f25078f833790e2f8dbd7fe26c2

Aliases

arxiv: 2502.08640 · arxiv_version: 2502.08640v2 · doi: 10.48550/arxiv.2502.08640 · pith_short_12: QEU3NQFQAROY · pith_short_16: QEU3NQFQAROYHPZF · pith_short_8: QEU3NQFQ

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/QEU3NQFQAROYHPZFGDR4SFAKGJ \
  | 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: 8129b6c0b0045d83bf2530e3c9140a324aaf5f25078f833790e2f8dbd7fe26c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3aad2873ca996cdb1dc099cdce746b1a496d8df3966f0e55165f04f3e7bf9441",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CV",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-12T18:55:43Z",
    "title_canon_sha256": "a0e47a4fb080da47b63607585b8e18af2e0f73c8219a7e2642517e419b26ca16"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.08640",
    "kind": "arxiv",
    "version": 2
  }
}