Pith Number

pith:LYQICRXN

pith:2025:LYQICRXNGGTGG2VR2MBL3WDR7Y

not attested not anchored not stored refs pending

Dr.LLM: Dynamic Layer Routing in LLMs

Ahmed Heakl, Martin Gubri, Salman Khan, Sangdoo Yun, Seong Joon Oh

arxiv:2510.12773 v2 · 2025-10-14 · 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{LYQICRXNGGTGG2VR2MBL3WDR7Y}

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	2026-05-20T01:05:00.039339Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5e208146ed31a6636ab1d302bdd871fe1f7b8c44c61e368b34deef25ae5aeee8

Aliases

arxiv: 2510.12773 · arxiv_version: 2510.12773v2 · doi: 10.48550/arxiv.2510.12773 · pith_short_12: LYQICRXNGGTG · pith_short_16: LYQICRXNGGTGG2VR · pith_short_8: LYQICRXN

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/LYQICRXNGGTGG2VR2MBL3WDR7Y \
  | 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: 5e208146ed31a6636ab1d302bdd871fe1f7b8c44c61e368b34deef25ae5aeee8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dbf497b9ab43eacb854af48f6ca61c175984b2d4d2099fe1c29d28185c8772ca",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-10-14T17:51:26Z",
    "title_canon_sha256": "0930c2f815159a8d717e025de37a392c6f80580285f3486a8db727f6b0d385d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.12773",
    "kind": "arxiv",
    "version": 2
  }
}