Explainable AI (XAI)
Making model behaviour, evidence, and uncertainty easier to inspect, communicate, and challenge.
Explore XAI →01 Intelligence that can explain and act
AI that understands the world it works in.
We work across explainable AI, computer vision, and embodied intelligence, with a specialization in Automated Driving Systems (ADS).
Our premise
Intelligent systems should be understandable, perceptive, and grounded in the world they affect. We connect XAI, computer vision, and embodied AI to study systems that can explain, perceive, and act.
Research map / 03 areas
How intelligence meets the world
Our work groups around explanation, visual perception, and embodied action. Automated Driving Systems are our application specialization.
Computer Vision
Visual perception for machines: scene understanding, object recognition, and reliable sensing in context.
See ADS specialization →
Embodied & Physical AI
Systems that connect perception, reasoning, and action through robots, sensors, and physical environments.
Explore embodied systems →Application specialization / ADS
Automated Driving Systems
We bring perception, explainability, and embodied intelligence together in ADS research, where systems must interpret dynamic environments and act with reliability.
Field notes
Ideas in progress
Short observations, literature notes, and working hypotheses from the lab.
Why explainability matters when AI acts
A starting point for our inquiry into interpretable decisions, accountable systems, and AI that operates in the physical world.
Research notes are being prepared
Our first literature and field notes will appear here as the lab develops.
The lab
Two contributors.
One shared inquiry.
Academy of Science is currently built and maintained by two contributors, with research notes shared as the lab develops.
Contributor
Shankaranarayan N
AI · research · systemsContributor
Satwik Ramsetti
AI · research · systems$ ls ACADEMY OF SCIENCE
~/lab · tty0
ACADEMY OF SCIENCE / EMBLEM_01LIVE PIXEL RENDER
XAI / VISION / EMBODIED AIDRAG TO SPIN · TAP TO PAUSE
academy_of_science independent AI research node
[ ok ] focus XAI · computer vision · embodied AI
[ ok ] applications medical · defence
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