22 Teaching an AI How to Learn About HVAC

22 Teaching an AI How to Learn About HVAC

Donna Vakalis, a postdoc researcher at Mila, Quebec AI Institute, focuses on reducing climate emissions from buildings using AI. Her work involves optimizing HVAC systems without extensive data, employing data-efficient reinforcement learning. Vakalis' research aims to create agents that can control building systems effectively from day one, even without prior experience in the specific building. She uses in-context reinforcement learning, a novel method that adapts to different building conditions. Vakalis' mentors, Joshua Bengio and David Ronik, are leaders in the field. The conversation also touched on the broader implications of AI in urban settings and the high demand for AI talent.

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Episoder(32)

Who Should AI Trust? Connecting Decentralized Trust and Smart Buildings

Who Should AI Trust? Connecting Decentralized Trust and Smart Buildings

Who should AI trust?Earlier this year, I met Drummond Reed at the KWAAI conference at Scale 23x, where he was presenting on decentralized trust.I asked him a question:Could decentralized trust apply t...

7 Jul 34min

29 Are We Owners or Renters of Our Intelligence?

29 Are We Owners or Renters of Our Intelligence?

You are currently renting your own intelligence. And Big Tech is making you pay for the privilege.Every time you use a centralized AI, your data is vacuumed up by a few giants, accelerating a dangerou...

20 Mar 21min

28-The $20 Million Legal Dispute That Changed Construction's Daily Report

28-The $20 Million Legal Dispute That Changed Construction's Daily Report

A lack of documentation almost cost Peter Lasensky, founder of Command Post, $20 million. His response? He invented a simple, contemporaneous documentation tool using a Nextel walkie-talkie in 2001. H...

16 Mar 21min

27 Got sensors? Got IoT? Got “smart buildings”?

27 Got sensors? Got IoT? Got “smart buildings”?

Then why can’t you keep ice cream at the right temperature?Everyone imagines ice cream melting , but the real operational killer is often the opposite: the freezer goes too cold, product gets freezer ...

1 Feb 10min

26 Cross-Pollinating AutomatedBuildings

26 Cross-Pollinating AutomatedBuildings

Cross-Pollinating AutomatedBuildings: Mentorship & BumblebeesAfter more than five decades in the building automation industry, Ken Sinclair has seen it all, from brass pneumatic thermostats and refrig...

27 Jan 27min

25 Stop Protecting the Hill

25 Stop Protecting the Hill

Data Sharing, IP, and the Future of BuildingsJohn Turner brings decades of hard-earned experience across major global organizations, working from the owner side, leading digital transformation, and pu...

25 Jan 20min

24 Are we living in a simulation? In building AI: yes!

24 Are we living in a simulation? In building AI: yes!

Because the real world hasn’t fully come to the table yet.At NeurIPS Urban AI, I spoke with Fabian Raisch (TU Rosenheim/TU Munich), whose research targets scalable AI-based building control with signi...

22 Jan 9min

23 NVIDIA Urban AI

23 NVIDIA Urban AI

In this Café ZAi conversation, Kimon Onuma speaks with Zheng (Thomas) Tang from NVIDIA about how synthetic data, computer vision, and digital twins are teaching AI to understand buildings, warehouses,...

15 Des 202512min

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