Pith Number

pith:RSYYELDP

pith:2024:RSYYELDPPGB4A6VX5KG6FLR6ZP

not attested not anchored not stored refs pending

Generation through the lens of learning theory

Ambuj Tewari, Jiaxun Li, Vinod Raman

arxiv:2410.13714 v5 · 2024-10-17 · cs.LG · 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{RSYYELDPPGB4A6VX5KG6FLR6ZP}

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

2 papers in Pith

Space-Efficient Language Generation in the Limit

Mistake-Bounded Language Generation

Receipt and verification

First computed	2026-07-05T09:54:29.319022Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8cb1822c6f7983c07ab7ea8de2ae3ecbe5c87f6763a8b504edcbf0924774d1ee

Aliases

arxiv: 2410.13714 · arxiv_version: 2410.13714v5 · doi: 10.48550/arxiv.2410.13714 · pith_short_12: RSYYELDPPGB4 · pith_short_16: RSYYELDPPGB4A6VX · pith_short_8: RSYYELDP

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/RSYYELDPPGB4A6VX5KG6FLR6ZP \
  | 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: 8cb1822c6f7983c07ab7ea8de2ae3ecbe5c87f6763a8b504edcbf0924774d1ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "137b5ee6068d02d0993a12a1c8b7bb80ac81ddd7e1c1e9fa23ef8fdafcfc3814",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-17T16:14:49Z",
    "title_canon_sha256": "d6f9f3f3af5c8501ce6dba7973f5cebf4ec4f4961882039a79cd16f152082df9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.13714",
    "kind": "arxiv",
    "version": 5
  }
}