Pith Number

pith:FLRYYDQF

pith:2026:FLRYYDQFYI7XC3ANBBXR5AVYMH

not attested not anchored not stored refs pending

Early Verdicts, Better Budgets: Sequential Adaptive Rollout Allocation for Compute-Efficient RLVR

Elena Voss, Marcus Hale, Pixel Nomand, Sofia Reyes

arxiv:2607.26253 v1 · 2026-07-28 · 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{FLRYYDQFYI7XC3ANBBXR5AVYMH}

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	2026-07-30T01:17:50.212726Z
Builder	pith-number-builder-2026-05-17-v1
Signature	unsigned_v0
Schema	pith-number/v1.0

Canonical hash

2ae38c0e05c23f716c0d086f1e82b861e8dcfa8d0ff5d51bf448e169c121e207

Aliases

arxiv: 2607.26253 · arxiv_version: 2607.26253v1 · doi: 10.48550/arxiv.2607.26253 · pith_short_12: FLRYYDQFYI7X · pith_short_16: FLRYYDQFYI7XC3AN · pith_short_8: FLRYYDQF

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/FLRYYDQFYI7XC3ANBBXR5AVYMH \
  | 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: 2ae38c0e05c23f716c0d086f1e82b861e8dcfa8d0ff5d51bf448e169c121e207

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b4b55caace84a1a975809955881fc8ed8a065ab3057b09a624d653d805bfbc61",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-28T20:43:23Z",
    "title_canon_sha256": "73415b48a126b175066d9f80ae30c28ec6465e2602e9a6f093552cbf9fbafc91"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.26253",
    "kind": "arxiv",
    "version": 1
  }
}