Pith Number

pith:CFRBJMWU

pith:2019:CFRBJMWU44T64CUM5Z4PL3EE3R

not attested not anchored not stored refs pending

Zero-shot Knowledge Transfer via Adversarial Belief Matching

Amos Storkey, Paul Micaelli

arxiv:1905.09768 v4 · 2019-05-23 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CFRBJMWU44T64CUM5Z4PL3EE3R}

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.

Cited by

1 paper in Pith

Channel Location Constrains the Auditability of Subliminal Learning

Receipt and verification

First computed	2026-07-05T00:21:58.081407Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

116214b2d4e727ee0a8cee78f5ec84dc4d4b227e142fe96a53fb8fca6a352470

Aliases

arxiv: 1905.09768 · arxiv_version: 1905.09768v4 · doi: 10.48550/arxiv.1905.09768 · pith_short_12: CFRBJMWU44T6 · pith_short_16: CFRBJMWU44T64CUM · pith_short_8: CFRBJMWU

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/CFRBJMWU44T64CUM5Z4PL3EE3R \
  | 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: 116214b2d4e727ee0a8cee78f5ec84dc4d4b227e142fe96a53fb8fca6a352470

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "25172cd5216c304e9a1e772290f649f0e7a1f91d056f2e5d13b71dea4748d969",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-23T16:44:08Z",
    "title_canon_sha256": "62205b3aa668d31411813526ae9d7838092673550b2bef0f1638bbed781ab7e5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.09768",
    "kind": "arxiv",
    "version": 4
  }
}