Pith Number

pith:JS3JPLDF

pith:2024:JS3JPLDFXJT7P3CDY42PHPA3CF

not attested not anchored not stored refs pending

Adaptive Self-Supervised Learning Strategies for Dynamic On-Device LLM Personalization

Aarav Deshmukh, David Williams, Isabella Cruz, Jesscia Peng, Rafael Mendoza, Richard Liu, Rohan Iyer

arxiv:2409.16973 v1 · 2024-09-25 · 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{JS3JPLDFXJT7P3CDY42PHPA3CF}

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	2026-07-05T09:11:42.213834Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4cb697ac65ba67f7ec43c734f3bc1b116a5470905504aca205641f6d58d99935

Aliases

arxiv: 2409.16973 · arxiv_version: 2409.16973v1 · doi: 10.48550/arxiv.2409.16973 · pith_short_12: JS3JPLDFXJT7 · pith_short_16: JS3JPLDFXJT7P3CD · pith_short_8: JS3JPLDF

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/JS3JPLDFXJT7P3CDY42PHPA3CF \
  | 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: 4cb697ac65ba67f7ec43c734f3bc1b116a5470905504aca205641f6d58d99935

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e5d6041a79a157cf626f1a286a915e047f7da50b38cf69a4ae30fa209ccbe895",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-25T14:35:06Z",
    "title_canon_sha256": "990c5e1bc1a424eadeee41df71f597dbe72325c8362a1b167cd352154db2aff5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.16973",
    "kind": "arxiv",
    "version": 1
  }
}