Has AI computing become like Coca-Cola and Pepsi with a meal?
AI COMPUTE · MARKET STRUCTURE
On how accelerated computing for AI has settled into a familiar duopoly-shaped market, and what that means for the teams building on top of it.
Writing
Articles on AI computing, safe AI and network modelling
Essays by Dr Akanda Ashraf — AI compute markets, safety in mission-critical machine learning, and epidemic modelling with network science · back to profile
Ensuring safety in mission-critical AI systems
SAFETY-CRITICAL ML · PERCEPTION
What it takes to make machine learning dependable when failure is not an option — evaluation, uncertainty and engineering discipline around the model.
Why is it difficult to control and predict SARS-CoV-2 spread?
NETWORK SCIENCE · MODELLING
A network-science view of epidemic spread: why contact structure and feedback make transmission far harder to forecast than simple curves suggest.
What LiDAR sees, and what it can't: lessons from tracking people at scale
LIDAR PERCEPTION · TRACKING
Lessons from three years of tracking people with 3D LiDAR — identity in crowds, multi-sensor fusion and why time is the hardest dimension.