Thoughts on AI, machine learning, efficiency, and what it means to build intelligence that doesn't need a skyscraper to run.
A vision for local-first AI built on biology-inspired architectures. Intelligence doesn't need to live in a data centre.
The "Great Amnesia" of AI's scaling monoculture — why optimising for GPT-N+1 is the wrong race to run.
A practical guide to training Model-Agnostic Meta-Learning — tricks, pitfalls, and lessons learned from making few-shot learning actually work in PyTorch.
More writing coming. Follow @AntreasAntoniou for updates, or reach out at antreas@axiotic.ai.