Steven-Jon Lewis · 🤖 AI Coherence Manager
Making sense of where AI
actually is, not where the hype says it is.
I build coherent, scalable systems at the intersection of AI, tech, and investing, and write about the gap between expectation and reality as the technology matures.
or read the latest →↑ Drag the slider to see where the hype actually is right now.
Where this comes from
I've been into technology for as long as I can remember. I was studying it inside and outside of school long before it was a career plan. That turned into years in tech support and tech sales, which taught me how the theory actually meets real people using the thing. Alongside that, I've always had a strong pull toward crypto and tech stocks.
Somewhere along the way I noticed the same pattern showing up in all three: hype and reality moving on different clocks, whether it's a coin, a stock, or a model release. That pattern is what this whole site is built around.
Right now I'm building across a few fronts: SaaS Angles, Afrostar Traders Limited, and Manifest Media Solutions. Different ventures, same underlying thesis.
On the strategy side specifically, I work with businesses and founders on AI Strategy Consulting and delivery: cutting through what's actually worth building or adopting right now versus what's just noise. Currently taking on a small number of engagements. If that's you, get in touch.
The AI Expectation Curve: a short field guide
A quick, no-fluff PDF walking through how to read the curve for any new AI release, so you can tell hype from durable capability before you commit time, money, or a strategy to it.
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Longer reads
Where I go deeper than a single post lets me.