Pith Number

pith:3MIZ2QRZ

pith:2025:3MIZ2QRZEHDYM4WW73CD4S3SVA

not attested not anchored not stored refs pending

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning

Hong Li, Ming Liu, Runhuan Feng

arxiv:2509.09922 v1 · 2025-09-12 · econ.GN · q-fin.EC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3MIZ2QRZEHDYM4WW73CD4S3SVA}

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	2026-07-05T12:09:52.209874Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

db119d423921c78672d6fec43e4b72a82fd9f350dee63ad4720024d8906be26f

Aliases

arxiv: 2509.09922 · arxiv_version: 2509.09922v1 · doi: 10.48550/arxiv.2509.09922 · pith_short_12: 3MIZ2QRZEHDY · pith_short_16: 3MIZ2QRZEHDYM4WW · pith_short_8: 3MIZ2QRZ

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/3MIZ2QRZEHDYM4WW73CD4S3SVA \
  | 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: db119d423921c78672d6fec43e4b72a82fd9f350dee63ad4720024d8906be26f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ee790b2079c68c6a7d565a26d471fac9c3b07a3e30c4c9d6f39887a4a8acff2",
    "cross_cats_sorted": [
      "q-fin.EC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "econ.GN",
    "submitted_at": "2025-09-12T02:06:15Z",
    "title_canon_sha256": "418a0bfeb346b3a8ca0b61c7e08dd973e7089742bba04db76342ad65d68350a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.09922",
    "kind": "arxiv",
    "version": 1
  }
}