Academic research for AI robots to focus on causal reasoning and chain-of-thought

The field of AI robots has now entered a phase of rapid development and iteration, as evidenced by optimistic predictions from Nvidia CEO Jensen Huang and Tesla CEO Elon Musk. As noted by the National Science and Technology Council (NSTC), key technologies for building advanced AI robots in the future include semantic reasoning, task decomposition, causal inference, chain-of-thought, multi-step reasoning, and cross-domain generalization capabilities.

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TSMC reportedly speeds up Arizona 3nm fab plans as Samsung woos US clients in Texas

According to South Korean media reports and industry sources, TSMC is moving to pull forward the production schedule at its second Arizona facility, a shift that could reshape supply planning for major chip designers and weaken the long-running narrative that Samsung Electronics stands as the default alternative when TSMC capacity tightens.

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Foxconn’s FIH Mobile may start new smartphone product development in Vietnam by 2026

Under ongoing geopolitical risks and rising tariff barriers, Foxconn Technology Group’s smartphone assembler FIH Mobile plans to shift part of its new product introduction (NPI) operations from China to Vietnam starting in 2026, sources say. This move marks a significant step as the industry adapts to heightened supply chain resilience demands amid US-China tech tensions.

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Inpaq expects PC/notebook upgrade momentum to continue; CEO says component price hikes are inevitable

Passive components maker Inpaq, under Passive System Alliance (PSA), held its annual investor conference. Looking ahead, CEO Eunice Chen expects 2025 orders driven by the PC/notebook (PC/NB) replacement cycle to be much stronger than supply chain forecasts, pushing utilization rates above 90%. She is optimistic that this strong order momentum will extend into 2026, becoming a key driver for steady growth in antenna product shipments.

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