Pith Number

pith:LU33EUQ7

pith:2023:LU33EUQ7N4B5YGPFPMFTOLIECN

not attested not anchored not stored refs pending

UINav: A Practical Approach to Train On-Device Automation Agents

Folawiyo Campbell-Ajala, Fu-Lin Hsu, Max Lin, Oriana Riva, Wei Li, Will Bishop

arxiv:2312.10170 v4 · 2023-12-15 · cs.HC · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LU33EUQ7N4B5YGPFPMFTOLIECN}

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

Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security

Receipt and verification

First computed	2026-07-05T08:37:50.624338Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d37b2521f6f03dc19e57b0b372d04136ae4be2c7b1e4533cf1cb12b9c8c5ef4

Aliases

arxiv: 2312.10170 · arxiv_version: 2312.10170v4 · doi: 10.48550/arxiv.2312.10170 · pith_short_12: LU33EUQ7N4B5 · pith_short_16: LU33EUQ7N4B5YGPF · pith_short_8: LU33EUQ7

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/LU33EUQ7N4B5YGPFPMFTOLIECN \
  | 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: 5d37b2521f6f03dc19e57b0b372d04136ae4be2c7b1e4533cf1cb12b9c8c5ef4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da33d313d69b9ed68e4d61454d001a88c4600ac9ac56fd2b6324ed9459f584f7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2023-12-15T19:37:39Z",
    "title_canon_sha256": "9a1c2a4bbd4861ae654c020a88c2257fd4a23251749dab1159215965b082d010"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.10170",
    "kind": "arxiv",
    "version": 4
  }
}