Pith Number

pith:RTX75NVR

pith:2021:RTX75NVRKQKKW6KY22ADM5THCJ

not attested not anchored not stored refs pending

Epistemic Neural Networks

Benjamin Van Roy, Ian Osband, Morteza Ibrahimi, Seyed Mohammad Asghari, Vikranth Dwaracherla, Xiuyuan Lu, Zheng Wen

arxiv:2107.08924 v8 · 2021-07-19 · cs.LG · cs.AI · 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{RTX75NVRKQKKW6KY22ADM5THCJ}

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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

3 papers in Pith

A Mutual Information Lower Bound for Multimodal Regression Active Learning

Composite Bayesian Optimization In Function Spaces Using NEON -- Neural Epistemic Operator Networks

Benchmarking and Improving Monitors for Out-Of-Distribution Alignment Failure in LLMs

Receipt and verification

First computed	2026-07-05T06:11:14.907042Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ceffeb6b15414ab7958d680367667124be57d6215b08bc1e51765da0969ee82

Aliases

arxiv: 2107.08924 · arxiv_version: 2107.08924v8 · doi: 10.48550/arxiv.2107.08924 · pith_short_12: RTX75NVRKQKK · pith_short_16: RTX75NVRKQKKW6KY · pith_short_8: RTX75NVR

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/RTX75NVRKQKKW6KY22ADM5THCJ \
  | 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: 8ceffeb6b15414ab7958d680367667124be57d6215b08bc1e51765da0969ee82

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca395b907ee03fdb28fdd8f0ffba893380bcd393e8edec0320535bbcaca5e9d4",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-07-19T14:37:57Z",
    "title_canon_sha256": "ce0fd9001ae48882467655ee7ca7c459a897f28748c8b32e53293c134023a998"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.08924",
    "kind": "arxiv",
    "version": 8
  }
}