Pith Number

pith:GL3GA2CT

pith:2024:GL3GA2CTXZH4PZWJC4NIPXVB4S

not attested not anchored not stored refs pending

Deliberative Alignment: Reasoning Enables Safer Language Models

Alec Helyar, Alex Beutel, Amelia Glaese, Andrea Vallone, Boaz Barak, Eric Wallace, Hongyu Ren, Hyung Won Chung, Jason Wei, Johannes Heidecke, Manas Joglekar, Melody Y. Guan, Rachel Dias, Saachi Jain, Sam Toyer

arxiv:2412.16339 v2 · 2024-12-20 · cs.CL · cs.AI · cs.CY · 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{GL3GA2CTXZH4PZWJC4NIPXVB4S}

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

32 papers in Pith

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models

Do Thinking Tokens Help with Safety?

Analyzing Defensive Misdirection Against Model-Guided Automated Attacks on Agentic AI Systems

Cognitive Firewall: A Proactive, Zero-Trust, Multi-Gate Framework for LLM Safety

Greedy Coordinate Diffusion: Effective and Semantically Coherent Adversarial Attacks via Diffusion Guidance

Receipt and verification

First computed	2026-07-05T09:58:44.312571Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

32f6606853be4fc7e6c9171a87dea1e4aa4ec753a25e5796c364c9d6a2b9db20

Aliases

arxiv: 2412.16339 · arxiv_version: 2412.16339v2 · doi: 10.48550/arxiv.2412.16339 · pith_short_12: GL3GA2CTXZH4 · pith_short_16: GL3GA2CTXZH4PZWJ · pith_short_8: GL3GA2CT

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/GL3GA2CTXZH4PZWJC4NIPXVB4S \
  | 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: 32f6606853be4fc7e6c9171a87dea1e4aa4ec753a25e5796c364c9d6a2b9db20

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c52d4158d362cd27a0e7bf6365d16f54892e5be54acefff3b0b5ea74a056c5c3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-20T21:00:11Z",
    "title_canon_sha256": "169e485ad16ae2390ab9ddae7818c25014c6ef2fcc51fd78fa7fa508358d847a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.16339",
    "kind": "arxiv",
    "version": 2
  }
}