Pith Number

pith:KH7VMVRA

pith:2024:KH7VMVRAB4RMCZUPQ6YBUT44NE

not attested not anchored not stored refs pending

Unearthing Skill-Level Insights for Understanding Trade-Offs of Foundation Models

Besmira Nushi, Mazda Moayeri, Neel Joshi, Safoora Yousefi, Soheil Feizi, Thomas Fel, Varun Chandrasekaran, Vibhav Vineet, Vidhisha Balachandran

arxiv:2410.13826 v2 · 2024-10-17 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KH7VMVRAB4RMCZUPQ6YBUT44NE}

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

RouteProfile: Graph-Based Profiling for Cold-Start LLM Routing

Receipt and verification

First computed	2026-07-05T09:25:20.420808Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

51ff5656200f22c1668f87b01a4f9c6918b5a9e5c05d917ae0f284d4624500b5

Aliases

arxiv: 2410.13826 · arxiv_version: 2410.13826v2 · doi: 10.48550/arxiv.2410.13826 · pith_short_12: KH7VMVRAB4RM · pith_short_16: KH7VMVRAB4RMCZUP · pith_short_8: KH7VMVRA

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/KH7VMVRAB4RMCZUPQ6YBUT44NE \
  | 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: 51ff5656200f22c1668f87b01a4f9c6918b5a9e5c05d917ae0f284d4624500b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4a15d87592da47fa18a71445cc81d0edf39b63f4632b26f568b692a6f5a5e4f1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-17T17:51:40Z",
    "title_canon_sha256": "8f685f8ad9557057d39955e706350f289f90951fa7a3fe4bf845b4d951c0dcfd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.13826",
    "kind": "arxiv",
    "version": 2
  }
}