Pith Number

pith:VCKFEYUF

pith:2024:VCKFEYUFE54QQPQZ5V76TAGWDW

not attested not anchored not stored refs pending

ExAL: An Exploration Enhanced Adversarial Learning Algorithm

Aneesh Sreevallabh Chivukula, A Vinil, Pranav Chintareddy

arxiv:2411.15878 v1 · 2024-11-24 · 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{VCKFEYUFE54QQPQZ5V76TAGWDW}

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	2026-07-05T09:39:42.637584Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a8945262852779083e19ed7fe980d61d81bf5d018c09e4f67c78a91d00a39781

Aliases

arxiv: 2411.15878 · arxiv_version: 2411.15878v1 · doi: 10.48550/arxiv.2411.15878 · pith_short_12: VCKFEYUFE54Q · pith_short_16: VCKFEYUFE54QQPQZ · pith_short_8: VCKFEYUF

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/VCKFEYUFE54QQPQZ5V76TAGWDW \
  | 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: a8945262852779083e19ed7fe980d61d81bf5d018c09e4f67c78a91d00a39781

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32e8ad194b61e34ce02698373a27cdb72601c7eb6aed8d47c2acb54c29466280",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-24T15:37:29Z",
    "title_canon_sha256": "8c83639be7aafc3c75fe5f1cf3e984e84be4fed8a8d9025c7db5ae12105ed1ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15878",
    "kind": "arxiv",
    "version": 1
  }
}