Pith Number

pith:ZQOUZRTC

pith:2024:ZQOUZRTC46CKYPZAEWCQ3WWPW5

not attested not anchored not stored refs pending

Transformers Learn Low Sensitivity Functions: Investigations and Implications

Bhavya Vasudeva, Deqing Fu, Elliott Kau, Tianyi Zhou, Vatsal Sharan, Youqi Huang

arxiv:2403.06925 v2 · 2024-03-11 · cs.LG · cs.AI · cs.CL · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZQOUZRTC46CKYPZAEWCQ3WWPW5}

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

1 paper in Pith

From Dispersion to Attraction: Spectral Dynamics of Hallucination Across Whisper Model Scales

Receipt and verification

First computed	2026-07-05T10:13:39.066600Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc1d4cc662e784ac3f2025850ddacfb753e7579ec7ab37769361d1efb209a7f3

Aliases

arxiv: 2403.06925 · arxiv_version: 2403.06925v2 · doi: 10.48550/arxiv.2403.06925 · pith_short_12: ZQOUZRTC46CK · pith_short_16: ZQOUZRTC46CKYPZA · pith_short_8: ZQOUZRTC

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/ZQOUZRTC46CKYPZAEWCQ3WWPW5 \
  | 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: cc1d4cc662e784ac3f2025850ddacfb753e7579ec7ab37769361d1efb209a7f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f6ffb5ca559977e436688505414dd0afeb5f30fd8367ad5d00b7a32ef63c0e7b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-11T17:12:09Z",
    "title_canon_sha256": "1301a0aff6e8b0177074e4629524a05e9e110848b066c3088b7ab96a3d09b17c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.06925",
    "kind": "arxiv",
    "version": 2
  }
}