Pith Number

pith:FVL3JONX

pith:2025:FVL3JONXAPIWDURWJLCAXVPNP7

not attested not anchored not stored refs pending

Beyond Overconfidence: Foundation Models Redefine Calibration in Deep Neural Networks

Achim Hekler, Florian Buettner, Lukas Kuhn

arxiv:2506.09593 v1 · 2025-06-11 · 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{FVL3JONXAPIWDURWJLCAXVPNP7}

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

CalArena: A Large-Scale Post-Hoc Calibration Benchmark

Receipt and verification

First computed	2026-07-05T11:19:39.467591Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d57b4b9b703d161d2364ac40bd5ed7fdb2996e4a7507c4a3498a9bf00f9f23b

Aliases

arxiv: 2506.09593 · arxiv_version: 2506.09593v1 · doi: 10.48550/arxiv.2506.09593 · pith_short_12: FVL3JONXAPIW · pith_short_16: FVL3JONXAPIWDURW · pith_short_8: FVL3JONX

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/FVL3JONXAPIWDURWJLCAXVPNP7 \
  | 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: 2d57b4b9b703d161d2364ac40bd5ed7fdb2996e4a7507c4a3498a9bf00f9f23b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3f5c25c80b60affe5140fc32a59631ac6491fb362ce244f7cfb95aa1cc01ac3d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-11T10:48:36Z",
    "title_canon_sha256": "6d9ca180059f8fcf0440a7f2ce370a045a3a30d8ac37a89835a0616085387c6b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.09593",
    "kind": "arxiv",
    "version": 1
  }
}