DARPA Researcher and Professor Andrea Soltoggio Joins Skylark Labs’ AI/AGI Advisory Board

DARPA Researcher Prof. Andrea Soltoggio Joins Skylark Labs AI/AGI Advisory Board

Strategic Advisory Appointment

Skylark Labs welcomed Prof. Andrea Soltoggio to its AI/AGI Advisory Board. A leading researcher on the DARPA Lifelong Learning Machines (L2M) program and a professor in the U.K., Soltoggio advances continual learning and robust autonomy. The appointment strengthens Skylark's research foundation in continual learning, robust perception, and deployable autonomy.

Continual On-Device Learning Technology

Skylark designs AI that adapts continuously on device—supporting perception in new scenes, reducing false alarms, and improving detection precision without frequent retraining. This approach is essential for customers who need dependable performance across shifting conditions and strict privacy constraints.

"Prof. Andrea Soltoggio has shaped how the world thinks about lifelong learning," said Dr. Amarjot Singh, Founder & CEO. "Their guidance helps us convert the best of research into reliable, field‑ready products for defense and enterprise customers."

Prof. Andrea Soltoggio commented, "Skylark's blend of neuroscience‑inspired methods and practical engineering aligns with the vision of adaptive intelligence that works in the wild. I look forward to helping the team push the boundaries of robust, self‑learning AI."

Advisory Network and Strategic Focus

The AI/AGI advisory group complements Skylark's operational advisors from defense and industry, ensuring the product roadmap advances state‑of‑the‑art techniques while meeting real‑world deployment constraints.

Key Highlights

• This announcement reinforces Skylark’s focus on measurable outcomes, operational reliability, and responsible AI adoption across dual-use markets.
• The company continues to invest in field trials, partner integrations, and rigorous testing to ensure repeatable, real-world performance.
• Skylark maintains a customer-first approach, aligning product roadmaps with mission priorities, safety requirements, and enterprise ROI.
• By emphasizing on-device learning and privacy-preserving deployments, Skylark helps customers reduce dependence on fragile network links and heavy cloud infrastructure.