The Hallway Track
8 tracked signals on computer-vision.
Uber built a multimodal AI agent to enhance merchant food photos at scale without looking AI-generated
“we're threading the needle here. We need to be able to stay faithful to the original image, preserve the brand of the merchant, and avoid everything looking the same.”
Instacart's AI-powered Caper Carts and connected-store tech aim to unify in-store and online grocery shopping within 5-10 years.
“Our view is that in five to 10 years, customers shouldn't have to think about shopping in store or online.”
Google demos real-time AI golf coaching using Gemini with 120fps motion capture
“Behind the scenes, what's happening is we are using motion capture cameras at a 120 fps, capturing all those stills, feeding those into Gemini 3.8 to do the heavy thinking.”
Higharc's labs team uses a systems-and-process approach to move frontier ML research into production via three focus areas.
“How do we facilitate that and how do we do it productively? And we look at this basically as a systems and process problem”
Amazon Nova 2 Lite enables zero-shot object detection via natural language prompts with no model training required.
“This multimodal foundation model detects objects through natural language prompts with no training required.”
AWS updates fleet-scale edge CV MLOps pattern using SageMaker SDK v3 and Neo compilation
“The real problem is no longer training one model well. It's training, evaluating, versioning, and shipping thousands of them without a human in the loop for each one.”
Tata Elxsi built IRIS, an AWS edge-based computer vision platform detecting industrial safety risks in seconds.
“Detection of unsafe conditions typically takes 15–45 minutes, depending on operator availability.”
Applied Electrodynamics built a radar camera that images through walls in 3D using GPUs
“the whole GPU revolution allows you to process them "on the fly" and generate these images”