Pith Number

pith:D3KM2YZL

pith:2026:D3KM2YZLRGDVRGRAXGZGLGWIA7

not attested not anchored not stored refs pending

Data Sharing and Competition in Learning-by-Deploying Industries: Insights from Robotics and Beyond

Luca-Andrei Manea, Yunjin Tong

arxiv:2607.00168 v1 · 2026-06-30 · cs.GT · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{D3KM2YZLRGDVRGRAXGZGLGWIA7}

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	2026-07-02T00:18:37.661446Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ed4cd632b8987589a20b9b2659ac807f01fb064c69454008cc49e483430a613

Aliases

arxiv: 2607.00168 · arxiv_version: 2607.00168v1 · doi: 10.48550/arxiv.2607.00168 · pith_short_12: D3KM2YZLRGDV · pith_short_16: D3KM2YZLRGDVRGRA · pith_short_8: D3KM2YZL

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/D3KM2YZLRGDVRGRAXGZGLGWIA7 \
  | 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: 1ed4cd632b8987589a20b9b2659ac807f01fb064c69454008cc49e483430a613

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a906058fa4067793090c67cf9b8b4f11a68abf7283bc3c2fc782ced35855b5eb",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2026-06-30T20:44:29Z",
    "title_canon_sha256": "f880319d5c173ccdde10b40defcd294d2b4ca5bdae6748abcffda2acce387d8c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.00168",
    "kind": "arxiv",
    "version": 1
  }
}