Bay Area Frontier Research Club #22 | Robotics & Embodied AI: The 20-Watt Problem (dinner + paper discussion @ Mission Robotics)

The robotics crowd is back at Mission Robotics.

The Embodied AI track is a monthly research forum co-hosted with Mission Robotics, in their 8,500 sq ft brick-and-timber robotics facility in the heart of the Mission — a floor shared with more than a dozen robots.

This session is built around one number: twenty watts. That's the power budget on which the human brain runs general embodied intelligence — perception, planning, dexterous control, all at once. The humanoid on our floor burns an order of magnitude more just walking across it. This session takes that gap from both directions: what biology's energy budget teaches AI, and what intelligence actually costs when you have to engineer it.

The Frontier Research Club is a curated forum for rigorous, technical discussion at the frontier of AI. We convene researchers from the frontier labs, Stanford, Berkeley, and the teams building in production to examine concrete work — papers, methods, and results — with a bias toward assumptions, evaluation methodology, failure modes, and what would count as convincing evidence.

Presentations are intentionally brief so the majority of time is reserved for questions and critique. Materials are shared in advance so the conversation starts at depth.

Agenda

5:30pm: Doors open
5:30pm – 6:30pm: Networking + light dinner
6:30pm – 8:00pm: Research presentations + discussion
8:00pm – 8:30pm: Networking

Presenters & topics

Talk 1 — Marta Gajowa, PhD — Neuroscientist (UC Berkeley, Adesnik Lab) · Founder & CEO, Neuraffica
What biology's energy budget teaches AI

Marta spent fifteen years reverse-engineering how neural circuits represent and process information, most recently in UC Berkeley's Adesnik Lab. Her company, Neuraffica, translates how living neuronal systems compute into new AI solutions — starting with AI vision for robotics and edge computing, using insights from biological intelligence to build more efficient, robust, and adaptive AI.

Talk 2: TBA

Want to present your work?

If you have a research paper you’d like to discuss at one of our next sessions, please submit it for consideration.

​Submit your paper here!

Who should attend

• Robotics researchers and research engineers

• People training or deploying policies on real hardware — manipulation, humanoids, VLA, sim-to-real, world models

• Efficient-inference, edge, and systems people who count watts and milliseconds for a living

• Researchers curious about what neuroscience actually has to offer AI — and vice versa

• Founders and engineers building tooling for robot data, simulation, and evaluation

Capacity is limited.

We will take photos and short video clips for event recap and promotion. By attending, you consent to being photographed and recorded, and to the use of those images and clips by the organizers on social media and other event marketing channels.

🌐 Connect with Frontier Research Club

• Luma Calendar: luma.com/frontiersyndicate

• YouTube: youtube.com/@FrontierResearchClub

• LinkedIn: linkedin.com/company/frontier-research-club

• Instagram: @frontierresearchclub

• Email: kristopher@frontiersyndicate.vc

Hosted by

Frontier Syndicate is a venture community connecting frontier tech researchers, builders, and investors through curated convenings and early-stage capital. Across the Bay Area, we host a recurring series of research forums, builder nights, and intimate investor dinners — and back exceptional companies emerging from the labs, communities, and technical networks we convene.

​Mission Robotics is 8,500 square feet in the heart of the Mission — a converted brick-and-timber factory, hardwired for hardware, where founders at the frontier of embodied AI build alongside more than a dozen robots. Home to humanoids, robot arms, a shared data-collection rig, and a frontier world model on tap, it's purpose-built for the people teaching machines to act in the physical world.