Pith Number

pith:BJVIKJWU

pith:2026:BJVIKJWUD6OUU6XT7QC7OQGRX6

not attested not anchored not stored refs pending

ProbeScale: Probing Analysis to Optimize Neural Scaling Laws for Efficient Small Language Model Inference

Sourav Das

arxiv:2606.01806 v1 · 2026-06-01 · cs.CL · cs.AI · 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{BJVIKJWUD6OUU6XT7QC7OQGRX6}

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.

Receipt and verification

First computed	2026-06-02T02:04:57.402716Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a6a8526d41f9d4a7af3fc05f740d1bf9587375c0810946365bda3161d0dda05

Aliases

arxiv: 2606.01806 · arxiv_version: 2606.01806v1 · doi: 10.48550/arxiv.2606.01806 · pith_short_12: BJVIKJWUD6OU · pith_short_16: BJVIKJWUD6OUU6XT · pith_short_8: BJVIKJWU

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/BJVIKJWUD6OUU6XT7QC7OQGRX6 \
  | 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: 0a6a8526d41f9d4a7af3fc05f740d1bf9587375c0810946365bda3161d0dda05

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1479315535aaf50c534d9fcffaa2856408229dcd96883445a999b52a532a61d4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-01T07:24:37Z",
    "title_canon_sha256": "46d39f0118c67e632a7a6cbc86dc2f10b76aa79cfdb74db9e92e16f58d4ebdac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.01806",
    "kind": "arxiv",
    "version": 1
  }
}