Pith Number

pith:VFUUH67C

pith:2024:VFUUH67CEOZTS5QJMJTDDRFPVH

not attested not anchored not stored refs pending

Two-Layer Attention Optimization for Bimanual Coordination

Jing Shuang Li, Justin Ting

arxiv:2411.07470 v2 · 2024-11-12 · eess.SY · cs.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{VFUUH67CEOZTS5QJMJTDDRFPVH}

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	2026-07-05T10:31:50.448250Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a96943fbe223b3397609626631c4afa9d011a5109412a274201c90c79361c049

Aliases

arxiv: 2411.07470 · arxiv_version: 2411.07470v2 · doi: 10.48550/arxiv.2411.07470 · pith_short_12: VFUUH67CEOZT · pith_short_16: VFUUH67CEOZTS5QJ · pith_short_8: VFUUH67C

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/VFUUH67CEOZTS5QJMJTDDRFPVH \
  | 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: a96943fbe223b3397609626631c4afa9d011a5109412a274201c90c79361c049

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fc93b9f95e936ec54bbb1fbfd2569af2e65e1458046effa9383c54ec034bf448",
    "cross_cats_sorted": [
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2024-11-12T01:13:16Z",
    "title_canon_sha256": "6a73b7c888ad21693d7fce7cd0a303f12771dcc3ea44fe82774ce089a7ccb37b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.07470",
    "kind": "arxiv",
    "version": 2
  }
}