Generalist Uses Human Demo Data for Robot Learning
Generalist amassed 500,000+ hours of robot training data using handheld grippers and human demonstrations, reaching $2B valuation with simple hardware.
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Semiconductor AI Initiatives: 70% Fail to Scale Beyond Pilot
70% of semiconductor AI initiatives fail to scale. Data infrastructure, not algorithms, is the bottleneck. Integration costs hit $10–15 million.
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Hadrian Raises $1.37B for Defense Manufacturing Automation
Hadrian raises $1.37B at $7.87B valuation to build automated defense factories as Pentagon demands faster munitions production amid supply shortages.
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Imec Publishes Model for Bond Front Velocity in Wafer Bonding
Imec researcher publishes lubrication-elasticity model predicting bond front velocity in wafer bonding, bridging continuum and molecular scales.
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Unitree $9B IPO: China’s First Humanoid Robot Listing
Unitree prices IPO at $9B valuation, becoming China's first mainland humanoid robot listing. Compares to Figure AI's $39B private mark.
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Avnet, Weston Robot Launch Edge AI Inspection Platform
Avnet and Weston Robot launch edge AI inspection platform using Unitree quadrupeds with AMD 50 TOPS processors for GPS-denied industrial environments.
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Adaptive Organic Transistor Switches Functions via Salt Level
Pusan National OECT switches between logic and memory via salt concentration, collapsing multi-component circuits into one stretchable device.
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