Pith Number

pith:NWCIDJ73

pith:2025:NWCIDJ73ENT6XHKJVZNMBXWLOY

not attested not anchored not stored refs pending

AutoScale: Linear Scalarization Guided by Multi-Task Optimization Metrics

Ci Li, John Folkesson, Kei Ikemura, Nazre Batool, Qingwen Zhang, Sina Sharif Mansouri, Xiaomeng Zhu, Yi Yang

arxiv:2508.13979 v1 · 2025-08-19 · 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{NWCIDJ73ENT6XHKJVZNMBXWLOY}

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	2026-07-05T11:56:10.359330Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d8481a7fb2367eb9d49ae5ac0decb760b2537d16de07bf0fd5a3ac8e8804407

Aliases

arxiv: 2508.13979 · arxiv_version: 2508.13979v1 · doi: 10.48550/arxiv.2508.13979 · pith_short_12: NWCIDJ73ENT6 · pith_short_16: NWCIDJ73ENT6XHKJ · pith_short_8: NWCIDJ73

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/NWCIDJ73ENT6XHKJVZNMBXWLOY \
  | 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: 6d8481a7fb2367eb9d49ae5ac0decb760b2537d16de07bf0fd5a3ac8e8804407

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08971f9fbbafa99e4a35845fe079af2418a595505bfa56ca17e92f6757320313",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-19T16:14:00Z",
    "title_canon_sha256": "e2a6968ddfae0d2bb82bff6b9c3ffcabfd6b5db419ab02ad36251b96aca36fb7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.13979",
    "kind": "arxiv",
    "version": 1
  }
}