: Platforms like NVIDIA's Project Helios (using Blackwell architecture) are creating low-latency "brains" for a new wave of humanoid and industrial robots [35]. 2. Market and Industrial Dynamics

Intelligent robots are now being used for reagent handling, pipetting, and sample transfer in biological labs [12, 14]. 4. Critical Risk Factors

Honeywell recently transitioned its warehouse automation brands to AIP to focus on advanced AI-driven material handling [7].