Pith Number

pith:VB7RYTQZ

pith:2026:VB7RYTQZ42ESG2L7FDE5BTMMCG

not attested not anchored not stored refs pending

EEVEE: Towards Test-time Prompt Learning in the Real World for Self-Improving Agents

Mengdi Wang, Shilong Liu, Weixian Xu

arxiv:2606.11182 v1 · 2026-06-09 · 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{VB7RYTQZ42ESG2L7FDE5BTMMCG}

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	2026-06-10T02:12:48.368714Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a87f1c4e19e68923697f28c9d0cd8c11ae7c372ac445d9d9a177372e25edbc59

Aliases

arxiv: 2606.11182 · arxiv_version: 2606.11182v1 · doi: 10.48550/arxiv.2606.11182 · pith_short_12: VB7RYTQZ42ES · pith_short_16: VB7RYTQZ42ESG2L7 · pith_short_8: VB7RYTQZ

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/VB7RYTQZ42ESG2L7FDE5BTMMCG \
  | 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: a87f1c4e19e68923697f28c9d0cd8c11ae7c372ac445d9d9a177372e25edbc59

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "52172b5fac7712b85780df7190faf55622203d0af9132dc2fa73c96dda419bd4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-09T17:57:16Z",
    "title_canon_sha256": "ca31244521a6bc7319ab68a0e23c510ea5c1bfb589172b065b8ef98a948498e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.11182",
    "kind": "arxiv",
    "version": 1
  }
}