Pith Number

pith:FSF337NB

pith:2025:FSF337NBSVGZ2HRQ35TILGE5MZ

not attested not anchored not stored refs pending

Conservative classifiers do consistently well with improving agents: characterizing statistical and online learning

Alec Sun, Dravyansh Sharma

arxiv:2506.05252 v2 · 2025-06-05 · cs.LG · cs.GT · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FSF337NBSVGZ2HRQ35TILGE5MZ}

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

Linear Strategic Classification with Endogenous Improvements

Receipt and verification

First computed	2026-06-25T00:18:11.212660Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c8bbdfda1954d9d1e30df6685989d667213fd813266d9f17aa2f63e4054c36b

Aliases

arxiv: 2506.05252 · arxiv_version: 2506.05252v2 · doi: 10.48550/arxiv.2506.05252 · pith_short_12: FSF337NBSVGZ · pith_short_16: FSF337NBSVGZ2HRQ · pith_short_8: FSF337NB

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/FSF337NBSVGZ2HRQ35TILGE5MZ \
  | 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: 2c8bbdfda1954d9d1e30df6685989d667213fd813266d9f17aa2f63e4054c36b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d0e53fdf2903d49422506752797f8c01f757d37f8b0ec767259e3a90a7dfa678",
    "cross_cats_sorted": [
      "cs.GT",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-05T17:13:59Z",
    "title_canon_sha256": "d9dbea60b44106e25feaf3fc33d03b1833d839f6e14745b13586b5f0c403a037"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.05252",
    "kind": "arxiv",
    "version": 2
  }
}