Pith Number

pith:USJJ4KWP

pith:2017:USJJ4KWPQFZYFM4HL6FXFI653M

not attested not anchored not stored refs pending

Building Machines that Learn and Think for Themselves: Commentary on Lake et al., Behavioral and Brain Sciences, 2017

A. Santoro, C. Summerfield, D.G.T. Barrett, D. Hassabis, D. J. Rezende, D. Kumaran, D. Wierstra, G. Wayne, J. Modayil, J. Z Leibo, M. Botvinick, N.C. Rabinowitz, N. de Freitas, P. Battaglia, S. Legg, S. Mohamed, T. Lillicrap, T. Schaul, T. Weber

arxiv:1711.08378 v1 · 2017-11-22 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{USJJ4KWPQFZYFM4HL6FXFI653M}

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	2026-05-18T00:29:50.010978Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a4929e2acf817382b3875f8b72a3dddb0a25b8f4b0adb63a1f65b44cdd1d63c8

Aliases

arxiv: 1711.08378 · arxiv_version: 1711.08378v1 · doi: 10.48550/arxiv.1711.08378 · pith_short_12: USJJ4KWPQFZY · pith_short_16: USJJ4KWPQFZYFM4H · pith_short_8: USJJ4KWP

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/USJJ4KWPQFZYFM4HL6FXFI653M \
  | 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: a4929e2acf817382b3875f8b72a3dddb0a25b8f4b0adb63a1f65b44cdd1d63c8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0e4841d76a38465ef982090f1eb6775969a59b9c45661b4b896ad9022c591d3a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2017-11-22T16:35:29Z",
    "title_canon_sha256": "0edcef0ae9ed465cf058d6e11e2c98f89c7f8a68834511b421b394798d27136e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.08378",
    "kind": "arxiv",
    "version": 1
  }
}