Cohere's ex-AI research lead challenges the conventional wisdom of scaling AI models, arguing that bigger isn't always better for advancing AI technology. They advocate for a more thoughtful approach to AI development that prioritizes efficiency and innovation over sheer scale. This perspective could reshape how companies approach AI research and development strategies moving forward.