Topic
control
How Automation Erodes Human Control: Lessons from the Decline of the Manual Transmission
In a WIRED book excerpt, Ian Bogost explores how automation has quietly reduced direct human-machine interaction, using the near-extinction of manual transmissions as a metaphor. Data from CarMax shows stick-shift sales dropped from over 15% in 2000 to 2.4% in 2020, as automakers like Mercedes and Volkswagen phase out manuals. Philosopher Matthew Crawford argues that maintaining 'natural bonds between action and perception' is essential for autonomy and meaning.
BridgePolicy: New Diffusion Bridge Method Improves Visuomotor Policy Learning in Robotics
Researchers propose BridgePolicy, a generative visuomotor policy that uses a diffusion-bridge formulation to integrate observations directly into stochastic dynamics, improving precision and reliability in robotic control. It outperforms state-of-the-art generative policies across 52 simulation tasks and 5 real-world tasks.
FlowMPC: New Framework Combines Flow Matching and World Models to Improve Robot Manipulation
Researchers introduce FlowMPC, a framework that pairs imitation-learned flow matching policies with a learned world model for test-time planning using MPPI. On ManiSkill manipulation tasks PickCube and PickSingleYCB, adding the world model improved performance over the flow matching policy alone, with clear gains in end-of-episode success.
ViTaL Framework Combines Vision and Touch to Boost Robot Manipulation Success by 51%
ViTaL, a visuo-tactile inference-time steering framework, uses a bi-level optimization combining visual sampling and tactile diffusion to guide robot policies. On three real-world contact-rich manipulation tasks, it improved success by 51% over the base policy, outperformed unimodal steering by at least 33%, and exceeded naive multimodal fusion by at least 20%.
Technology How to Use AirPods as a Wireless Shutter for Your iPhone Camera
With iOS 26, Apple introduced Camera Remote, allowing AirPods to act as a wireless shutter release for the iPhone camera. This guide covers requirements, setup steps, and caveats for using AirPods to control camera actions.