Pith Number

pith:BZS2RDUN

pith:2026:BZS2RDUNUS3I45HQGL67PS7AAG

not attested not anchored not stored refs pending

AI Training Manager: Bounded Closed-Loop Control of Adaptive Training Recipes

Anjali Rao, Nikhil Kamalkumar Advani

arxiv:2606.29871 v1 · 2026-06-29 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BZS2RDUNUS3I45HQGL67PS7AAG}

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	2026-06-30T02:17:39.071640Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e65a88e8da4b68e74f032fdf7cbe00192aff7be1261cfd2d93f706744a8031f

Aliases

arxiv: 2606.29871 · arxiv_version: 2606.29871v1 · doi: 10.48550/arxiv.2606.29871 · pith_short_12: BZS2RDUNUS3I · pith_short_16: BZS2RDUNUS3I45HQ · pith_short_8: BZS2RDUN

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/BZS2RDUNUS3I45HQGL67PS7AAG \
  | 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: 0e65a88e8da4b68e74f032fdf7cbe00192aff7be1261cfd2d93f706744a8031f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b0762b581ba49f0a5f7e86405687bab45e3d7991382f7d842c1b13d3f492a322",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-29T07:07:33Z",
    "title_canon_sha256": "2a8393c18982a6c0966896dbc2d18597e383c96f18ffba74d4d5f473d0503bcc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.29871",
    "kind": "arxiv",
    "version": 1
  }
}