Blog

2026

Equivariance in Neural Networks: A Free Lunch That Isn't
Running LLMs on AMD Ryzen AI NPU under Linux — A First

2025

The Future of AI is Physical: Simulation is Key
Ciência 2025: AI for Science Roundtable
Machine Learning Summer School at University of Porto
DeepMinders at AIHub Lisbon

2024

AI meets Scientific Computing: Transforming Biology and Medicine
Talk at FCUP: Machine Learning and the 2024 Nobel Prizes
A Data Bottleneck is Holding AI Science Back
2024 Nobel Prize in Chemistry: AlphaFold
AI for Science Really Means Engineering for Science
When Schmidhuber Cites Your RL Paper
Forecasted the Future: AlphaGeometry
AI-Driven Drug Discovery: Why Molecular Dynamics Simulations Matter

2023

Artificial General Intelligence is Already Here
AlphaFold Team Wins the Lasker Award
Para bom entendedor, meia palavra basta... completa o ChatGPT
Programming Principles

2020

AlphaFold: Using AI for scientific discovery

2019

Adaptive Temporal-Difference Learning for Policy Evaluation with Per-State Uncertainty Estimates

2016

My GitHub repositories

2015

Top cited Portuguese Machine Learning researchers
Joined Google DeepMind
Yoshua Bengio's talk in London

2014

Contributing to Torch
Microsoft techfest and ML conference

2013

Inspiring people and their works
Attending SIGIR 2013
The rise of Deep Learning

2012

Machine Learning Workshop - Idiap EPFL 2012
Active Appearance Models

2010

The AI set of functions
Tutorial: handwritten digit recognition with convolutional neural networks
NYC Machine Learning Symposium 2010
Machine Learning recent sites

2009

Optimism as Artificial Intelligence Pioneers Reunite
TEDx Geneva
Choosing my tools
Open PhD and Postdoc positions
Gmail Machine Learning
Schools kill creativity
(My) ideal society
Increasing the scope
Personal productivity, happiness and optimization algorithms
Machine Learning to AI
Google CADIE vs Wolfram Alpha
Machine Learning artwork
ACM Paris Kanellakis Theory and Practice Award 2008
Computer Vision vs Computer Graphics
Vapnik's picture explained
Stationary Features - Google Tech Talk

2008

Machine Learning Summer School
ICVSS 2008
Moved to Switzerland
Generating all possible pictures
Monkey with robotic arm
How Ant Colonies Get Things Done
The amazing intelligence of crows
Science in Summer time
How difficult is Vision?
Videolectures.net
The First Conference on Artificial General Intelligence (AGI-08)
Again on Measuring Machine Intelligence
NARS: Non-axiomatic Reasoning System
Brain Science Podcast
John Searle: Beyond Dualism
On Intelligence by Jeff Hawkins
Measuring Intelligence
Artificial General Intelligence
Talking Robots
Welcome to "About Intelligence"