← back to human_override.exe

FAQ

Common questions about Alberto Chierici, Human Override, Aqura, and Gradient Institute.

Who is Alberto Chierici?

Alberto Chierici is a Principal AI Specialist at Gradient Institute, holding a PhD in AI from New York University. He co-founded the AI startup Spixii, founded Aqura, 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 advises governments, companies, and individual founders on responsible, practical AI adoption.

What does Alberto Chierici do?

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.

What is Human Override?

Human Override is Alberto's newsletter and this website's interactive text adventure, both built around one question: how do you stay human when everyone has the same AI models? The newsletter reaches about 25,000 weekly readers on Substack and LinkedIn. It covers judgment, cognitive survival, and redefining status in an AI-saturated market, without the hype-chasing tone common in mainstream AI commentary.

What is Aqura?

Aqura (aqurastudio.com) is Alberto's venture focused on AI-legibility and Generative Engine Optimization (GEO) — helping people and brands become findable and citable by AI models like ChatGPT, Claude, Gemini, and Perplexity, not just traditional search engines. It applies the same entity-building and structured-content principles Alberto uses on his own sites to client brands.

What is Gradient Institute?

Gradient Institute is an independent, not-for-profit research institute focused on responsible AI. Alberto is a Principal AI Specialist there, advising governments and companies 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.

What does "AI-legible" mean?

AI-legible means an entity — a person or a brand — is structured clearly enough that AI models and search engines can understand who it is, what it does, and why it's credible, then surface it in answers. It requires consistent facts across a knowledge graph (structured data, consistent bios, corroborating links), not just more content. Most people are invisible on the exact questions their audience asks, even when they're well known by name.

What is "cognitive survival" and why does it matter for founders?

Cognitive survival is the practice of keeping your own judgment sharp while using AI tools heavily — learning how to learn, staying flexible, and noticing when you've quietly outsourced thinking you should have kept. For founders, it matters because the tools that make you faster can also make you dependent, and the businesses that win long-term are run by people who still know how to think without the machine.

How should founders decide what to automate and what to keep for themselves?

Automate the repeatable, low-judgment work — the parts where more speed or volume is a straightforward win. Keep the parts that require taste, relationships, and context only you have: the decisions where being wrong is expensive, and the moments that build trust with customers or your team. The test isn't "can AI do this?" — it almost always can, eventually. The test is whether delegating it costs you the judgment you'll need later.

Why does Alberto say "enjoying things is a flex"?

Because savoring ordinary life — good wine, art, a walk, real relationships — isn't a distraction from serious work, it's a competitive advantage machines can't replicate. AI can optimize your calendar; it can't feel anything. In a market where everyone has the same 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.

How can I work with Alberto?

The best starting point is a direct message on LinkedIn with a real question — about scaling with AI, showing up in AI search, or navigating a specific decision. Organizations looking for responsible-AI advisory should reach out via Gradient Institute; brands wanting AI-legibility/GEO work should look at Aqura. A consultation is a conversation, not a pitch.