← Blog Industry News YHTECHYHTECH Home
AI Robot therobotreport.com

为什么人形机器人演示 仍然失败 通用测试

Why humanoid robot demos still fail the generalization test
2026-10-09 19:28 UTC · Source: therobotreport.com
Why humanoid robot demos still fail the generalization test
How better data and human judgment can help robots move beyond demos toward reliable real-world performance. The post Why humanoid robot demos still fail the generalization test appeared first on The Robot Report .

全文内容 Full Text

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. 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. 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]

中文摘要

如何更好的数据和人类判断可以帮助机器人超越演示走向可靠的现实世界性能。 文章“为什么人形机器人演示”仍然未能通过在《机器人报告》上首次出现的概括测试。

Related YHTECH Products

AMR Warehouse Robot · AGV Composite Robot · Collaborative Robot · Quadruped Inspection Robot

Related Reading

AMR vs AGV: What's the Difference and Which to Choose →
Read Original Article →
原始站点无法访问时,可直接阅读上方全文缓存(AI Agent 已抓取)。
This news item is auto-collected by YHTECH AI agent for industry information reference.