Pith Number

pith:F6CJRXWE

pith:2024:F6CJRXWENFVOWOSO6EYRWIYQDD

not attested not anchored not stored refs pending

Adaptive Activation Steering: A Tuning-Free LLM Truthfulness Improvement Method for Diverse Hallucinations Categories

Junyi Gao, Liantao Ma, Tianlong Wang, Xianfeng Jiao, Xu Chu, Yasha Wang, Yifan He, Yinghao Zhu, Zhongzhi Chen

arxiv:2406.00034 v2 · 2024-05-26 · cs.CL · 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{F6CJRXWENFVOWOSO6EYRWIYQDD}

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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

2 papers in Pith

Beyond Linear Activation Steering: Invertible Latent Transformations for Controlling LLM Behavior

TRACE: Trajectory Correction from Cross-layer Evidence for Hallucination Reduction

Receipt and verification

First computed	2026-07-05T10:20:12.388085Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f8498dec4696aeb3a4ef1311b231018fa041c86d475f882bd7dfead6e3d44af

Aliases

arxiv: 2406.00034 · arxiv_version: 2406.00034v2 · doi: 10.48550/arxiv.2406.00034 · pith_short_12: F6CJRXWENFVO · pith_short_16: F6CJRXWENFVOWOSO · pith_short_8: F6CJRXWE

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/F6CJRXWENFVOWOSO6EYRWIYQDD \
  | 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: 2f8498dec4696aeb3a4ef1311b231018fa041c86d475f882bd7dfead6e3d44af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "592967c17bcea9ac5d62e83a363b8e51c2caf34405aacdd21482b1ae07321ab4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-26T21:39:53Z",
    "title_canon_sha256": "30f0bc96b0a52d713304135d539dc0b79b6110a8476103a74be2f8b9397bdbaa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.00034",
    "kind": "arxiv",
    "version": 2
  }
}