Why humanoid robot demos still fail the generalization test

The Robot Report Podcast · Why humanoid robot demos still fail the generalization test

Jeanine Sinanan-Singh, director of GenAI research at Appen.

In Episode 265 of The Robot Report Podcast, our guest is Jeanine Sinanan-Singh, director of generative AI Research at Appen. She discusses the continuing importance of humans in the loop for training robots.

Sinanan-Singh works on agentic evals, RL environments, and dataset design for post-training frontier AI models. She also explains why impressive demonstrations don’t necessarily prove that robotic behavior can be generalized.

Sinanan-Singh previously founded a pharmacy automation startup built on a 3D-printing platform to manufacture personalized medications. A Harvard graduate with prior experience at Microsoft and Surge, she is a frequent voice on AI evaluation and reasoning.

Show timeline

8:10 – News of the week

29:06 – Jeanine Sinanan-Singh , director of GenAI Research at Appen

News of the week

Boston Dynamics appoints former Amazon exec Rohit Prasad as new CEO

PTC acquisition positions Schneider Electric to challenge Siemens

Also mentioned: Berkshire Grey CEO discusses physical AI, European expansion

Locus gets a grip on robotic manipulation with Nexera technology

Sponsors

Closing the loop of autonomy takes more than a great robot.

WiBotic provides reliable wireless charging and fleet energy management for autonomous robots and other battery-powered systems.

This patented technology gives robots more freedom to charge throughout their normal workflow, helping increase the uptime, ROI, and safety of your fleet.

AMRs, drones, floor scrubbers, humanoids, and everything in between, WiBotic makes charging simple, seamless, and scalable.

Learn more at http://www.wibotic.com/robotreport

To learn how you can sponsor a future episode of The Robot Report Podcast, contact Jami Brownlee at [email protected]

Would you like to be a guest on a future episode? Contact Mike Oitzman at [email protected]

Register now and help us celebrate 20 years of RoboBusiness!

The post Why humanoid robot demos still fail the generalization test appeared first on The Robot Report .

News is gathered automatically from public robotics & AI feeds on a schedule.