Atlas Playbook Walkthrough
This video walks through the Atlas Playbook, a practical guide for designing, deploying, and evaluating human-centred AI systems across diverse cultural contexts. Drawing on interdisciplinary research and fieldwork conducted in Kenya and India, Atlas provides…
LLMs Get Lost in Evolving User Intent
PIDM: Predictive Inverse Dynamic Models
Imitation learning enables agents to learn complex behaviour from demonstrations, but in practice it often requires large datasets that are costly or impractical to collect. Our project studies how to make imitation learning significantly more…
Sico
Project Sico (Symbiotic Intelligence for Co-evolution) investigates how agentic systems achieve persistent, system-level improvement. The key research theme behind Sico is agentic evolution, the shift from self-improving agents to co-evolving human–AI systems. Its central argument…