Michael Parker: Can Robots Understand Us? UMI, Sign Language & Human Value | Ep. 104
About SN78 Umi
Michael Parker, co-founder of UMI (Bittensor Subnet 78), discusses the challenge of teaching machines to understand human movement, beginning with sign language. He explains how his work in emergency medicine shaped the project, how a daily model competition is intended to improve its technology, and why validated meaning matters as much as video data. The conversation then moves to robots in schools and hospitals, the difference between recognizing an action and understanding its purpose, and what humans might contribute in a world of increasingly capable machines. *In this episode, you’ll learn* - Why Michael and Koyuki evolved Vocence into UMI, combining voice technology with motion intelligence - How Michael sees sign language translation addressing gaps in communication while preserving a role for human interpreters - The competition model in which the winning submission becomes the benchmark for the next round - Why facial expression, body language and context make sign language more than word-for-word translation - How SignRush separates signing and interpretation to help build validated training data - The planned Bitsign apps, wearable glasses and multilingual communication integrations - Michael’s argument that robotics needs to understand human intent as well as physical movement - The limits of recorded footage, the risks of mistaking acting for authentic behavior, and the open question of human value *Chapters* 0:00 - Highlights 1:00 - From Vocence to UMI 3:27 - Why Start With Sign Language? 6:32 - Finding the Problem in Emergency Medicine 7:49 - Why Run a Decentralized Competition? 10:12 - Can Robots Understand Human Intent? 12:02 - Gestures, Expression & Cultural Context 16:02 - SignRush & Validating Training Data 18:03 - Competing With the Big AI Labs 21:38 - Why Not Just Type It? 22:37 - Babelbit & Multilingual Sign Output 23:50 - Robot Assistants in Schools & Hospitals 25:43 - Trading Control for Convenience 27:09 - Will Humans Still Serve a Purpos
Watch the video on Ventura Labs (YouTube) ↗
SN78 Umi at a glance
SN78, Umi (α token و), is one of the independent markets on the Bittensor network, each with its own α token and its own price. Its α currently trades at 0.002792 τ (≈ $0.75), against 1,263 τ of pool liquidity. On-chain, the best-delegated validator on it yields about 90.01% APR (simple) and 145.96% APY (compounded), emissions add 0.000079 τ to the pool each block, epochs run every 360 blocks. It was registered at block #7,966,145.
More from SN78 Umi
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