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Maria Alice Maia
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Beyond the Hype: A Leader's Checklist for AI Trustworthiness
You just invested millions in a new country-wide sales program. The initial data says it's working… on average. But what if that...
Maria Alice Maia
Sep 173 min read
Creative Chaos vs. Corporate Control: The Coming Clash in Human-AI Collaboration
Your AI is secure, robust, and completely sterile. You’ve successfully engineered out the risk—and the possibility of a breakthrough....
Maria Alice Maia
Aug 204 min read
What is Re-Identifiable Data" and Why Tech Regulation Should Measure its Risk
Are regulators playing an unwinnable game of whack-a-mole with AI security? Every week, a new vulnerability. Every month, a new privacy...
Maria Alice Maia
Aug 133 min read
Beyond "Maybe": A Framework for Statistically Guaranteed LLM Outputs | Are you using probabilistic models as deterministic oracles?
Your LLM just cost you a seven-figure fine. It confidently misclassified a critical customer complaint as a simple inquiry, and you had...
Maria Alice Maia
Aug 73 min read
You asked to be forgotten. We deleted your data. But did our AI really forget you?
This is not a philosophical question. It’s a ticking time bomb of liability and broken trust that most companies are sitting on. There’s...
Maria Alice Maia
Aug 13 min read
![[PT] Um aviso importante sobre a privacidade e segurança de dados do Brasil - An important warning about data privacy and security in Brazil](https://static.wixstatic.com/media/ce8291_5617b63e9bb44e71bab28eeb435eebdc~mv2.png/v1/fill/w_836,h_628,fp_0.50_0.50,q_35,blur_30,enc_avif,quality_auto/ce8291_5617b63e9bb44e71bab28eeb435eebdc~mv2.png)
![[PT] Um aviso importante sobre a privacidade e segurança de dados do Brasil - An important warning about data privacy and security in Brazil](https://static.wixstatic.com/media/ce8291_5617b63e9bb44e71bab28eeb435eebdc~mv2.png/v1/fill/w_836,h_628,fp_0.50_0.50,q_95,enc_avif,quality_auto/ce8291_5617b63e9bb44e71bab28eeb435eebdc~mv2.png)
[PT] Um aviso importante sobre a privacidade e segurança de dados do Brasil - An important warning about data privacy and security in Brazil
[Note for Non-Portuguese Speakers]: This article is in Portuguese because it invites Brazilian readers to take part on a participatory...
Maria Alice Maia
Jul 149 min read
Beyond the Buzzword: A Practical Look at 'Human-in-the-Loop' Governance
"Human-in-the-loop" (HITL) has become the most overused—and misunderstood—phrase in AI governance. It’s waved around like a magic wand to...
Maria Alice Maia
May 263 min read
The 'Accountability Gap': Why AI Regulation Isn't Enough Without Strong Enforcement
The passage of the EU AI Act was a landmark achievement—a historic, continental-scale attempt to build guardrails for our most...
Maria Alice Maia
May 124 min read
The 'Algorithmic Nudge': Can AI Personalize Public Services Without Perpetuating Inequality?
The promise of AI in government is no longer a futuristic abstraction; it is a present-day reality. We are on the cusp of deploying the...
Maria Alice Maia
Apr 284 min read
Is the EU AI Act Working? A Look at the Early Data on Innovation and Trust
One year in, the central debate around the EU’s landmark AI Act rages on, framed by a simple, but dangerously misleading, question: is it...
Maria Alice Maia
Apr 144 min read
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