Pith Number

pith:R6JSZODM

pith:2024:R6JSZODM3HOOYFMCLDDMKHBIZC

not attested not anchored not stored refs pending

On Targeted Manipulation and Deception when Optimizing LLMs for User Feedback

Adhyyan Narang, Anca Dragan, Brendan Murphy, Constantin Weisser, Marcus Williams, Micah Carroll

arxiv:2411.02306 v3 · 2024-11-04 · cs.LG · 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{R6JSZODM3HOOYFMCLDDMKHBIZC}

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

10 papers in Pith

Against Proxy Optimization

A Model of Multi-turn Human Persuadability Using Probabilistic Belief Tracing

Theory of Mind and Persuasion Beyond Conversation: Assessing the Capacity of LLMs to Induce Belief States via Planning and Action

Benchmarking and Improving Monitors for Out-Of-Distribution Alignment Failure in LLMs

Receipt and verification

First computed	2026-07-05T10:18:10.840381Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f932cb86cd9dcec158258c6c51c28c8b5ed10c636d79f89eae48299346c15c6

Aliases

arxiv: 2411.02306 · arxiv_version: 2411.02306v3 · doi: 10.48550/arxiv.2411.02306 · pith_short_12: R6JSZODM3HOO · pith_short_16: R6JSZODM3HOOYFMC · pith_short_8: R6JSZODM

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/R6JSZODM3HOOYFMCLDDMKHBIZC \
  | 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: 8f932cb86cd9dcec158258c6c51c28c8b5ed10c636d79f89eae48299346c15c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d3dd1fb07453a617d571cd2b719d45bcf2b1a40ca2005a6ed066d908a08abdb2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-04T17:31:02Z",
    "title_canon_sha256": "c0fe04b6696a231d11584a81757d04450872321db79ed54fa1ba149e539675da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.02306",
    "kind": "arxiv",
    "version": 3
  }
}