Pith Number

pith:F35G5SYV

pith:2026:F35G5SYV4X2ZCEPWUGJNUAULQI

not attested not anchored not stored refs pending

ORACLE: A Multi-Objective Reinforcement Learning-Based Analog Circuit Design Optimizer with Large Language Models-Guided Exploration

Mohammed Ayman Habib, Morteza Fayazi, Osei Brempong, Vivan Poddar

arxiv:2608.04999 v1 · 2026-08-05 · eess.SY · cs.AI · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F35G5SYV4X2ZCEPWUGJNUAULQI}

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	2026-08-06T01:48:01.544275Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2efa6ecb15e5f59111f6a192da028b8238c28c0264441c7b47dd59fb6ebb80a1

Aliases

arxiv: 2608.04999 · arxiv_version: 2608.04999v1 · doi: 10.48550/arxiv.2608.04999 · pith_short_12: F35G5SYV4X2Z · pith_short_16: F35G5SYV4X2ZCEPW · pith_short_8: F35G5SYV

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/F35G5SYV4X2ZCEPWUGJNUAULQI \
  | 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: 2efa6ecb15e5f59111f6a192da028b8238c28c0264441c7b47dd59fb6ebb80a1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0bffbbd8cda4b910fab3bed22fa267262260c025700cc63e9498b21e5014f25d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2026-08-05T16:09:12Z",
    "title_canon_sha256": "a69fd17414583a3340e9c66bf8e129c62ff2b35a4975e8d5ca9e599ab4a65ec7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.04999",
    "kind": "arxiv",
    "version": 1
  }
}