MOVE AI ETHICS
FROM TALK TO ACTION
MOVE AI ETHICS
FROM TALK TO ACTION
MOVE AI ETHICS
FROM TALK TO ACTION
For the first time in history, workers can build the tools that define their own professional future
I make this a reality through AI adoption that is worker-led, responsible, and effective

Welcome! If that headline resonated, or raised an eyebrow, you might be asking: how does this apply to my field, my role, my situation?
This is exactly what people across professions and I are figuring out together. Come see what worker-led reinvention with AI already looks like, and be part of building it.
Foundations
01
The Chef Approach to AI
The Chef Approach to AI is a strategic way for thinking about and building with AI that prioritizes cognitive depth, responsibility, and meaningful work. I have developed it based on years of industry experience and academic research, and demonstrated across multiple sectors.
02
The Spec Studio
The Spec Studio is an AI app I built for helping people for design their own AI tools: custom chatbots, apps, and agents. It implements the Chef Approach in how it will guide you and in the tools it will help you create. Currently in renovation, soon I will add a link.
03
The AI Treasure Chest
The AI Treasure Chest is where I the AI tools built by myself and my clients using the Chef Approach to AI. Currently under renovation, soon I will add a link.
Find your way in
Different people come here for different reasons. Here are ways to get involved:
Get in touch if you are looking for something different.
What it's like to work with me
Be part of this
You will hear from me about new thinking and ways to be part of the work reinvention already underway
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