Pith Number

pith:TXG7E54I

pith:2024:TXG7E54IC2TNTS3W3XETRE2HKT

not attested not anchored not stored refs pending

Learning Human-Aligned Representations with Contrastive Learning and Generative Similarity

Declan Campbell, Gianluca Bencomo, Jake Snell, Liyi Zhang, Raja Marjieh, Sreejan Kumar, Thomas L. Griffiths

arxiv:2405.19420 v3 · 2024-05-29 · cs.LG · cs.AI · q-bio.NC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TXG7E54IC2TNTS3W3XETRE2HKT}

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

Shifting Attention to You: Personalized Brain-Inspired AI Models

Receipt and verification

First computed	2026-07-05T10:07:41.825269Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9dcdf2778816a6d9cb76ddc938934754d27067ebb7c8872a5fbd36b7bd11ef30

Aliases

arxiv: 2405.19420 · arxiv_version: 2405.19420v3 · doi: 10.48550/arxiv.2405.19420 · pith_short_12: TXG7E54IC2TN · pith_short_16: TXG7E54IC2TNTS3W · pith_short_8: TXG7E54I

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/TXG7E54IC2TNTS3W3XETRE2HKT \
  | 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: 9dcdf2778816a6d9cb76ddc938934754d27067ebb7c8872a5fbd36b7bd11ef30

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "65e84e0efb0a05f6e0055faf2bca27a78fd7e8caa231f4848dc68054d13c3be2",
    "cross_cats_sorted": [
      "cs.AI",
      "q-bio.NC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-29T18:01:58Z",
    "title_canon_sha256": "d29febcf8cbb1a4d709d8dc7775deea9265496ece0a96ab15c33533cdd8e3c80"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.19420",
    "kind": "arxiv",
    "version": 3
  }
}