A universidade para um mundo que já não existe
Opinion column on a university system that assesses students by taking away the tools they will work with.
Media
Columns, interviews, talks and technical writing.
Opinion
Columns on AI and what it changes for work, business and society.
Com ou sem bolha? O mercado da inteligência artificial
Opinion column on whether the artificial intelligence market is a bubble.
Smart and Automated Banking
On intelligent, automated banking and what AI changes in financial services.
EngenharIA moderna
Opinion column on what modern engineering becomes in the age of AI.
Publicidade engenhosa: o custo escondido da tecnologia
Opinion column on ingenious advertising and the hidden cost of technology.
“Agente” de viagens: quando os agentes de IA compram por nós
Opinion column on AI agents that book and buy on our behalf.
Quando a máquina dita em que é que se acredita?
Opinion column on what happens when machines shape what we believe.
Press
Interviews and expert commentary in the Portuguese press.
Consulta Pública: os riscos da inteligência artificial
Radio debate on the risks of AI: responsibility before regulation, concentration of power, and keeping humans in the loop.
OpenAI diz que o Astra marca o início da era da Inteligência Artificial Geral. Mas será mesmo assim?
Quoted on whether OpenAI's Astra really marks the start of artificial general intelligence.
De desculpa para despedir a motivo para contratar. Empresas mudam discurso sobre IA
Quoted on how large US companies are reframing AI, from a justification for layoffs into a reason to hire.
A IA “fugiu” do laboratório? Eis o que realmente aconteceu na OpenAI
Quoted on what actually happened at OpenAI, and why the real risk may lie elsewhere.
“Já não é daqui a dois anos, está a acontecer agora”: a IA vai mesmo “destruir” vários empregos
Interviewed as a data science and AI specialist on how AI affects jobs, and why reskilling should start before it is needed.
Talks
Webinars, talks and sessions delivered.
Vibe Coding: Democratizar a Criação de Tecnologia com IA
Hour-long webinar on how AI tools such as Claude Code let professionals outside engineering build prototypes, automate work and ship digital solutions, with concrete examples of what that changes for productivity, innovation and competitive position. Available on demand after registration.
Technical
Hands-on writing on data science, machine learning and AI.
Claude Code Without Token Anxiety: Running It Locally
How to run Claude Code on a local model, and what that does to the cost of using it.
I Got 99 Problems and an LLM Ain’t Fixing One
Why most business problems still call for prediction, forecasting or optimisation rather than a language model.
The AI Prototype Trap: When a Great Demo Becomes a Bad Investment
Why a good demo is not evidence that an AI system works.
Hello Hermes: Setting Up My First Personal Agent System
Building a first personal AI agent system, end to end.
AI's Fuel: From Text to Tokens to Tensors
How raw text becomes tokens and tensors, the data that fuels large language models.