7 articles tagged with Hardware
The hardware bottleneck of scale. Explore the physics of data centers transitioning to 1-megawatt racks, direct-to-chip liquid cooling, and 800V DC power distribution.
Demystifying humanoid locomotion. How PID feedback controllers, inverse kinematics, sensor telemetry loops, and 1,000Hz motor control operate in C++.
Commercial reality vs viral hype. An engineering comparison of Figure 03's automotive manufacturing deployment at BMW vs Tesla Optimus V3 internal testing.
The commercial humanoid race. Figure AI's 1,000th Figure 03 milestone at BotQ and BMW deployment vs Tesla Optimus Gen 3 Fremont factory conversion.
The 2026 Physical AI video audit. Teleoperation, 2x playback speedups, pre-scanned environments, and how to spot staged humanoid robot marketing demos.
The 1 megawatt rack bottleneck. How 800V DC architectures, direct-to-chip liquid cooling, and grid interconnection queues limit AI scaling in 2026.
AI is no longer confined to big servers or smartphones. Explore the rise of TinyML and how billions of tiny sensors are gaining autonomous intelligence in 2026.