Pith Number

pith:ZPXHUXBL

pith:2022:ZPXHUXBLB6PN77NKG5JK4KIIXB

not attested not anchored not stored refs pending

Preprocessing Reward Functions for Interpretability

Adam Gleave, Erik Jenner

arxiv:2203.13553 v1 · 2022-03-25 · 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{ZPXHUXBLB6PN77NKG5JK4KIIXB}

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

Explainable AI for Next-Generation Wireless Physical Layer: Basics, State-of-the-Art, and Open Challenges

Receipt and verification

First computed	2026-07-05T04:08:33.351334Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cbee7a5c2b0f9edffdaa3752ae2908b852b2bf60038c06737493d8cd3c9998ca

Aliases

arxiv: 2203.13553 · arxiv_version: 2203.13553v1 · doi: 10.48550/arxiv.2203.13553 · pith_short_12: ZPXHUXBLB6PN · pith_short_16: ZPXHUXBLB6PN77NK · pith_short_8: ZPXHUXBL

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/ZPXHUXBLB6PN77NKG5JK4KIIXB \
  | 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: cbee7a5c2b0f9edffdaa3752ae2908b852b2bf60038c06737493d8cd3c9998ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7685008200a6d15d446e56e1f2f32842022cda30fd687b5be99e862e2e90df42",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-25T10:19:35Z",
    "title_canon_sha256": "c9c6852b9ee495912ef8300870d3438748f1c336e2bc3d0caac0c67983974fff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.13553",
    "kind": "arxiv",
    "version": 1
  }
}