Pith Number

pith:EMUOC4JW

pith:2021:EMUOC4JWJDPJJTUEQ2BUMRDKNI

not attested not anchored not stored refs pending

In a Nutshell, the Human Asked for This: Latent Goals for Following Temporal Specifications

Borja G. Le\'on, Francesco Belardinelli, Murray Shanahan

arxiv:2110.09461 v2 · 2021-10-18 · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EMUOC4JWJDPJJTUEQ2BUMRDKNI}

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

Skill Expansion and Composition in Parameter Space

Receipt and verification

First computed	2026-07-05T03:59:41.336768Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2328e1713648de94ce84868346446a6a3f99bc737ef03c330d603f5777c84047

Aliases

arxiv: 2110.09461 · arxiv_version: 2110.09461v2 · doi: 10.48550/arxiv.2110.09461 · pith_short_12: EMUOC4JWJDPJ · pith_short_16: EMUOC4JWJDPJJTUE · pith_short_8: EMUOC4JW

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/EMUOC4JWJDPJJTUEQ2BUMRDKNI \
  | 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: 2328e1713648de94ce84868346446a6a3f99bc737ef03c330d603f5777c84047

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab15ca79e73a2e263fd8608027e33bbb54fde67d7bd53fa3d0ee8ffc63d2406f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2021-10-18T16:53:31Z",
    "title_canon_sha256": "bc44ac7e8df77f6de16d5ae6354fd2f22eb55819d1dbb50566a13fadc02eceb1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.09461",
    "kind": "arxiv",
    "version": 2
  }
}