Pith Number

pith:P3DMZIVP

pith:2026:P3DMZIVPIQ5AFYY6GJ5WJ6GNIB

not attested not anchored not stored refs pending

ATLAS: Agentic Test-time Learning-to-Allocate Scaling

Peijia Qin, Pengtao Xie, Qi Cao

arxiv:2606.01667 v1 · 2026-06-01 · 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{P3DMZIVPIQ5AFYY6GJ5WJ6GNIB}

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	2026-06-02T02:04:39.613920Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ec6cca2af443a02e31e327b64f8cd4066dae56678307784fe684977624be4c5

Aliases

arxiv: 2606.01667 · arxiv_version: 2606.01667v1 · doi: 10.48550/arxiv.2606.01667 · pith_short_12: P3DMZIVPIQ5A · pith_short_16: P3DMZIVPIQ5AFYY6 · pith_short_8: P3DMZIVP

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/P3DMZIVPIQ5AFYY6GJ5WJ6GNIB \
  | 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: 7ec6cca2af443a02e31e327b64f8cd4066dae56678307784fe684977624be4c5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb701074517dbff78fb81f1b5edbf3536e26e412e4c4319e7531cec08afdc6ae",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-01T04:19:50Z",
    "title_canon_sha256": "9e16c2dfa9d2ba7424536d0b55bff5d123d0be4571e7a07af8e95c474e661227"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.01667",
    "kind": "arxiv",
    "version": 1
  }
}