Prof. Ajay S. - Aegis AI - Agentic Intelligence Blog

Multimodal Vision Language Models for Robotics: Key VLM Applications in 2026

I’ve been tracking vision-language models (VLMs) since before they were cool—back when CLIP was the new kid on the block. […]

I’ve been watching the factory floor evolve for years, but nothing prepared me for what I saw in early 2026.

I’ve been knee-deep in code for over a decade, and the last year has felt like a fever dream. Every

I’ve spent the last few months tearing apart edge AI benchmarks, and let me tell you—2026 is shaping up to

I’ve been running these three SLMs on a Raspberry Pi 5 and a Jetson Orin Nano for the past month,

So you want to build a robot that can actually see, think, and act on its own without needing a

Why Connect an LLM to a ROS2 Robot? Here’s a scenario I found myself in a few weeks ago: my

I write code for a living. I also use AI coding assistants every single day. So when people ask me

A robot that can’t see can’t navigate. Simple as that. But picking the right computer vision model for a robot