Pith Number

pith:5UG4EV5H

pith:2026:5UG4EV5HFAJAPXBQIPFTPTLRJ3

not attested not anchored not stored refs pending

Self-Distillation Policy Optimization via Visual Feedback: Bridging Code and Visual Artifacts

Haoyu Dong

arxiv:2606.10334 v1 · 2026-06-09 · 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{5UG4EV5HFAJAPXBQIPFTPTLRJ3}

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	2026-06-10T01:10:12.323441Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ed0dc257a7281207dc3043cb37cd714ee2a0569b4942039b4cfc7fe0347f3a3a

Aliases

arxiv: 2606.10334 · arxiv_version: 2606.10334v1 · doi: 10.48550/arxiv.2606.10334 · pith_short_12: 5UG4EV5HFAJA · pith_short_16: 5UG4EV5HFAJAPXBQ · pith_short_8: 5UG4EV5H

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/5UG4EV5HFAJAPXBQIPFTPTLRJ3 \
  | 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: ed0dc257a7281207dc3043cb37cd714ee2a0569b4942039b4cfc7fe0347f3a3a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "40eee20e490fb02713d6ba0345e3f96a950df00292aee2345d09cfd5ea06db97",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-09T02:28:39Z",
    "title_canon_sha256": "9e7aecc17189fdc69ed3dff6fa3d9735fa2c6db4ed4bfb99181756458c11fc89"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.10334",
    "kind": "arxiv",
    "version": 1
  }
}