Pith Number

pith:A3MBYVKY

pith:2026:A3MBYVKYWC3VJZXOGDVT7Q7R5G

not attested not anchored not stored refs pending

Scaling Closed-Loop Feature Channel Configuration with LLMs

Dmitry Ignatov, Radu Timofte, Tolgay Atinc Uzun

arxiv:2607.20516 v1 · 2026-07-07 · cs.LG · 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{A3MBYVKYWC3VJZXOGDVT7Q7R5G}

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	2026-07-24T00:23:19.915042Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

06d81c5558b0b754e6ee30eb3fc3f1e99ea650f6488ef48bc0e3b9a2e9b7558d

Aliases

arxiv: 2607.20516 · arxiv_version: 2607.20516v1 · doi: 10.48550/arxiv.2607.20516 · pith_short_12: A3MBYVKYWC3V · pith_short_16: A3MBYVKYWC3VJZXO · pith_short_8: A3MBYVKY

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/A3MBYVKYWC3VJZXOGDVT7Q7R5G \
  | 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: 06d81c5558b0b754e6ee30eb3fc3f1e99ea650f6488ef48bc0e3b9a2e9b7558d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7b567daa48bbfecb1e37a621fbbe586b7b8136eea609e208d02365a3d136dfe",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-07T22:31:53Z",
    "title_canon_sha256": "43ba1944f5e9d620e573ec75e3816b0e92f42768dc2cf9c503bbb5ffed97ad75"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.20516",
    "kind": "arxiv",
    "version": 1
  }
}