Mark Gao

Chief Architect @ Insight Oracle

About

15+ years architecting enterprise systems at Fortune 500 tech leaders. Now focusing on bridging the gap between global patent/academic noise and strategic precision. Building @InsightOracleAI to give technical founders the ground truth they deserve. 🛰️

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Maker History

Insight Oracle V2.1Evidence-based AI Intelligence Refinery for Tech Founders.
Sep 2026

🎉

Joined Product HuntSeptember 7th, 2026

Forums

p/insight-oracle-v2-1

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16d ago

Speed is useless if the direction is wrong — Why I'm building "Ground Truth" for Tech

Hey PH community!

In my 15-year career as an F500 Architect, I ve seen my share of 'fluff' reports full of assumptions and unsupported conjectures that lead to catastrophic strategic pivots. The medium changes, but the noise remains: as we ve transitioned into the AI era, that noise has evolved into 'AI Slop' hallucinated summaries that look professional but crumble under technical scrutiny.

I decided to stop complaining about it and build something better.

That s why I m launching Insight Oracle V2.1.

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24h ago

Insight Oracle V2.1 - Evidence-based AI Intelligence Refinery for Tech Founders.

Stop using generic AI for research. Generic tools are just "summaries of summaries" prone to hallucinations. Insight Oracle is a Deterministic Evidence Engine for tech founders. We mine 250M+ scientific records (OpenAlex/USPTO/IEEE) in real-time to provide the Ground Truth. Key Moats: 1. DOI Anchoring: Physically map claims to sources. 2. Dual-Model Audit: Logic verified by independent engines. 3. Executive Ready: Decks in minutes.