Pith Number

pith:J2Z2KQDK

pith:2024:J2Z2KQDKMKNKRF2TI3F4PLPHZA

not attested not anchored not stored refs pending

Have the VLMs Lost Confidence? A Study of Sycophancy in VLMs

Leyi Yang, Linsheng Lu, Qi Zhang, Rui Zheng, Shuo Li, Tao Gui, Tao Ji, Xiaohui Zhao, Xiaoran Fan, Xuanjing Huang, Yuming Yang, Yuran Wang, Zhiheng Xi

arxiv:2410.11302 v1 · 2024-10-15 · cs.CV · cs.AI · cs.CL · 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{J2Z2KQDKMKNKRF2TI3F4PLPHZA}

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

2 papers in Pith

Benchmarking and Mitigating Sycophancy in Medical Vision Language Models

Receipt and verification

First computed	2026-07-05T09:20:51.395328Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4eb3a5406a629aa8975346cbc7ade7c80d863413feb6890b46e6d6e3cea668c6

Aliases

arxiv: 2410.11302 · arxiv_version: 2410.11302v1 · doi: 10.48550/arxiv.2410.11302 · pith_short_12: J2Z2KQDKMKNK · pith_short_16: J2Z2KQDKMKNKRF2T · pith_short_8: J2Z2KQDK

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/J2Z2KQDKMKNKRF2TI3F4PLPHZA \
  | 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: 4eb3a5406a629aa8975346cbc7ade7c80d863413feb6890b46e6d6e3cea668c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9737c9a263ea611a6e4ed9dfc29e79ef494adaf18ffa22f25537aa5b3b79f744",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-15T05:48:14Z",
    "title_canon_sha256": "444e8df3c78f30ba723fe92219ce80bb70dfa355450221c84c87fca0557d80fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.11302",
    "kind": "arxiv",
    "version": 1
  }
}