Pith Number

pith:2B3FDGG7

pith:2025:2B3FDGG75KQJ3ZWFFILEJAGQ2J

not attested not anchored not stored refs pending

Differentiable Weightless Controllers: Learning Logic Circuits for Continuous Control

Christoph H. Lampert, Fabian Kresse

arxiv:2512.01467 v2 · 2025-12-01 · cs.LG · cs.AR · cs.SC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2B3FDGG75KQJ3ZWFFILEJAGQ2J}

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	2026-06-09T02:07:14.048960Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d0765198dfeaa09de6c52a164480d0d2726f92218b11c7c30fa9291b21e0a1c1

Aliases

arxiv: 2512.01467 · arxiv_version: 2512.01467v2 · doi: 10.48550/arxiv.2512.01467 · pith_short_12: 2B3FDGG75KQJ · pith_short_16: 2B3FDGG75KQJ3ZWF · pith_short_8: 2B3FDGG7

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/2B3FDGG75KQJ3ZWFFILEJAGQ2J \
  | 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: d0765198dfeaa09de6c52a164480d0d2726f92218b11c7c30fa9291b21e0a1c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "550219b24e9e1c91c7924cd5be7b6a64d266dd2dbbd1355cce2ae7bbe0503e28",
    "cross_cats_sorted": [
      "cs.AR",
      "cs.SC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-12-01T09:50:04Z",
    "title_canon_sha256": "c28d2934ab0897855b5fee53f078b2fc5d5b4dd7eeddb42fa6595420512c3e86"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.01467",
    "kind": "arxiv",
    "version": 2
  }
}