Research-backed analysis from Telepath on real-world manipulation data, distribution shift, perception systems, and industrial deployment strategy.
Post 14 min read
Why the Data Your Robot Learns From Matters More Than the Model
The robotics industry is having the wrong argument. Every week there is a new foundation model announcement, a new architecture breakthrough, a new benchmark result. The conversation is almost entirely about th...
Read article →Post 25 min read
The Distribution Shift Problem: Why Robots Trained in Labs Fail in Warehouses
There is a pattern that everyone in industrial robotics recognises but almost nobody talks about publicly. A robot system performs well in controlled testing. The demo is impressive. The success rate looks stro...
Read article →Post 35 min read
Full Autonomy Is a Destination, Not a Starting Point
The robotics industry has a framing problem. Ask most people to describe the landscape and they will draw a binary: teleoperation on one side, autonomous robots on the other. Teleoperation is the bridge technol...
Read article →Post 45 min read
The Perception Problem Nobody Is Talking About
The robotics industry obsesses over manipulation. Which gripper. Which arm. Which force controller. Which policy architecture. Almost nobody is talking about what the robot can see. This is a significant blind...
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