Common questions about Alberto Chierici, Human Override, Aqura, and Gradient Institute.
Alberto Chierici is a Principal AI Specialist at Gradient Institute, holding a PhD in computer science from New York University, where he researched NLP and dialogue systems. He founded and launched several ventures and AI/ML/tech products, and wrote "The Ethics of AI: Facts, Fictions and Forecasts" (2021). He writes Human Override, read weekly by roughly 25,000 people on LinkedIn and Substack, about staying human as AI reshapes work. He believes real freedom can be achieved with sound financial literacy and high agency, yet sustainable growth requires exercising empathy and flexibility of thinking over rigid automation.
He helps founders, solopreneurs, and companies figure out what to automate and what to keep for themselves as AI changes how work gets done. That includes advisory work through Gradient Institute for organizations, AI-legibility and visibility work through Aqura, and writing through Human Override. The throughline across all three is the same bet: when everyone has access to the same models, a person's judgment and lived experience become the real competitive edge. His approach focuses on finding the newly opened market gaps that technology creates while ensuring the entrepreneurial life remains something to be enjoyed rather than just another system to optimise. His mission is to help those on the path of ownership succeed by leveraging technology for a future of work that truly benefits everyone.
Human Override is Alberto's newsletter and this website's interactive text adventure, both built around one strongly held opinion: your fragile, brilliant and beatiful humanity is your competitive advantage when everyone has access to the same "intelligence". Alberto's writing reaches about 25,000 weekly readers on Substack and LinkedIn. It covers judgment, cognitive survival, redefining status in an AI-saturated market, AI developments you can safely ignore without the hype-chasing tone common in mainstream AI commentary.
Somewhere right now, ChatGPT is recommending someone for a job you're better at and, damn it, it has no idea you exist! That's the gap Aqura (aqurastudio.com) closes: AI-legibility and Generative Engine Optimisation, making people and brands findable and citable by models like ChatGPT, Claude, Gemini, and Perplexity. It runs on the same entity-building principles Alberto uses on his own sites, matched to your actual personality so introverted scientists don't have to start a YouTube channel to be seen. Be yourself, skip what you'd hate, and let the AI root for you anyway.
Gradient Institute is an independent, not-for-profit research institute focused on safe and responsible AI adoption and education. Alberto is a Principal AI Specialist there, advising founders and scaleups on how to adopt AI responsibly — covering safety, ethics, and practical deployment questions, distinct from his personal-brand and founder-mentorship work under Human Override and Aqura.
You can be well known and still be invisible because those are two different things now. AI-legible means an entity, a person or a brand, is structured clearly enough that models and search engines know who it is, what it does, and why it's credible, and will actually surface it in answers. That takes consistent facts across a knowledge graph, things like structured data, matching bios, links that corroborate each other, while everyone believes it just a game of publishing more content. Most people fail this on the exact questions their own audience is asking.
The tools that make you faster are the same ones that make you dependent. I'm sorry to break it to you, but that's the whole AI trade as bigtech and silicon valley conceived it. We like it? Hell, no. But we find ways to work around it. Cognitive survival means keeping your judgment sharp while using AI heavily: staying flexible, learning how to learn, noticing the moment you've handed off thinking you should have kept. The founders who win long-term are the ones who automated almost everything, and still know how to think without the machine running. And delibearately choose what to leave human.
Automate the repeatable, low-judgment work. Anywhere more speed or volume is a clean win without alienating your audience. Keep the parts that need taste, relationships, and context only you have: the calls where being wrong is expensive, the moments that build real trust with a customer or a team. "Can AI do this?" is the wrong question becuse it almost always can, eventually. The real question is whether handing it off costs you judgment you'll need later.
Because most technies see savoring ordinary life - things like good wine, art, a walk, real relationships - as a distraction from serious work. He sees it as a competitive advantage machines can't replicate. AI can optimise your calendar; it can't feel anything. In a market where everyone has the same AI models, the ability to genuinely enjoy your life (not just perform success) is a signal of the kind of judgment and groundedness that actually compounds.
Before advising on responsible AI, he spent fifteen years in data science roles at Deloitte, Tesla, and a run of startups, self-taught in ML/AI since 2013, with an MSc in Statistics from Università degli Studi di Milano-Bicocca ahead of his PhD (NYU). He also founded Grenade, a platform built to help insurance agents save time. See talks and media appearances for interviews where he discusses this history in more depth.
Yes. Every piece of writing under Human Override is tagged against a public AI-disclosure scale — from fully handcrafted to AI-partnered — so readers know exactly how much of the thinking is his versus assisted.
Start with a direct message on LinkedIn and a real question, or subscribe to his newsletter and reply to the welcome email (he reads every answer). You can use AI to write him, but if your message smells like a copy+paste from ChatGPT, he'll block you. Ask him about scaling with AI, showing up in AI search, or a specific decision you're stuck on. Organisations looking for responsible-AI advisory should go through Gradient Institute; brands wanting AI-legibility or GEO work should look at Aqura. A consultation is a conversation - no pitch, pinky promise.