Unhidea explains global investment research, selected interviews and market briefs. Explore source attribution, dates, key assumptions and the reasoning behind each article.
Talks on the Russia-Ukraine issue in November and Ukraine’s reconstruction needs are forward-looking themes; the national standard for industrial data registration will take effect in 2027, while there are also new developments in robot vision, electronic braking and selected companies’ third-quarter results.
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Heavy-duty robots are beginning to cover multiple production-line processes, while competition in AI applications is extending to products and commercialization. But market turnover contracted on 26 October, and the numbers of high-turnover robotics and AI companies fell at the same time. Industrial progress and trading activity need to be assessed separately.
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Nomura sees new models from December 2026 to January 2027 as the first catalyst. First-person video and improved training efficiency are lowering the learning barrier, but commercialization also depends on continuous operation, an on-site data feedback loop and hardware consistency.
Nomura ·
Unconventional AI founder and CEO Naveen Rao speaks with 20VC: building 1 gigawatt costs approximately 50 billion dollars, and energy is the biggest bottleneck in AI infrastructure; the inference market will reach 10 trillion dollars within 10 years, and robotics will be far larger than coding agents.
20VC (Harry Stebbings) ·
