Skip to main content
Adopt · Discern

To AI  ·  Not to AI?

Why?  ·  If yes, how?  ·  How much?

Claude, OpenAI, Gemini, etc. — come with pros and cons. Generative, agentic, physical AI, even quantum AI, have strengths and limitations. We investigate in rigor so you spend $ & time wisely.

This is not a philosophical question — it is one we test in the water, head to head.


Adopt · Tested + Right
Surgical AI

Symani Surgical System™ vs. No Symani

Arterial and lymphatic anastomoses with Symani robotic assistance achieve better outcomes and comparable surgeon performance vs. manual microsurgery. Co-authored with microsurgeons at Cedars-Sinai Medical Center.

Premaratne, Wang & Cetrulo (2026). Plastic Surgery The Meeting, Houston, TX.
Security AI

AI SETA vs. Non-AI SETA

Our research compared mining employees’ phishing behavior under non-AI versus AI-enabled SETA — AI lifted detection to 58% vs. 47%.

Masialeti & Wang (2025). IEEE TPS-ISA (invited paper).
Quantum AI

To · Not to Quantum AI

Translating classical computing into quantum AI falls short — it is a different paradigm that reshapes both the problem and the data. Discernment before the next frontier’s hype.

Brandt, L. (2022). Quantum artificial intelligence: A systematic review (doctoral dissertation; Wenli Wang, chair).
Engage

Should you adopt — or not?

Request a demo →