pith. sign in
Pith Number

pith:DWIWYIEK

pith:2016:DWIWYIEKFOACOY4632OMZT7WDK
not attested not anchored not stored refs pending

Price of Transparency in Strategic Machine Learning

Cedric Langbort, Emrah Akyol, Tamer Basar

arxiv:1610.08210 v1 · 2016-10-26 · cs.GT

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{DWIWYIEKFOACOY4632OMZT7WDK}

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 2026-05-18T01:01:14.739747Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1d916c208a2b8027639ede9ccccff61a83fe1514ce2f1b78b3d259adb8a98670

Aliases

arxiv: 1610.08210 · arxiv_version: 1610.08210v1 · doi: 10.48550/arxiv.1610.08210 · pith_short_12: DWIWYIEKFOAC · pith_short_16: DWIWYIEKFOACOY46 · pith_short_8: DWIWYIEK
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DWIWYIEKFOACOY4632OMZT7WDK \
  | 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: 1d916c208a2b8027639ede9ccccff61a83fe1514ce2f1b78b3d259adb8a98670
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f6be7cf9c2e8a3ff1703e1e5cea200789aaabb234692168d9fec753cca9ec8a1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2016-10-26T07:17:27Z",
    "title_canon_sha256": "41e7b33b4e7008bbdf29e6c84679a9aefbde7f463ff193a39d1a79025872a5d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1610.08210",
    "kind": "arxiv",
    "version": 1
  }
}