Pith Number

pith:NXJX3DTN

pith:2025:NXJX3DTNFGVCLPP2ZJOVJBTT3M

not attested not anchored not stored refs pending

DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems

Seung-Woo Seo, Se-Wook Yoo

arxiv:2501.18086 v1 · 2025-01-30 · cs.LG · cs.AI · cs.RO · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NXJX3DTNFGVCLPP2ZJOVJBTT3M}

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	2026-07-05T10:07:06.802993Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6dd37d8e6d29aa25bdfaca5d548673db37e4b44cd6d80d1801ef1214993d8e3b

Aliases

arxiv: 2501.18086 · arxiv_version: 2501.18086v1 · doi: 10.48550/arxiv.2501.18086 · pith_short_12: NXJX3DTNFGVC · pith_short_16: NXJX3DTNFGVCLPP2 · pith_short_8: NXJX3DTN

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/NXJX3DTNFGVCLPP2ZJOVJBTT3M \
  | 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: 6dd37d8e6d29aa25bdfaca5d548673db37e4b44cd6d80d1801ef1214993d8e3b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a5ff4eec7b68d2355156df513bcc166c8dc7750c6486aa5a0df94aaf88536735",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-30T01:56:07Z",
    "title_canon_sha256": "7eec8bedbe091568a25dfc135dfa4e7b7ee1f7e1db1c2f693f6bc29176ef964f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.18086",
    "kind": "arxiv",
    "version": 1
  }
}