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Today's news highlights a maturing AI landscape, from novel hardware like @JnJ's space-saving Ottava robot and @AMD's Ryzen AI Embedded X100 for real-time control, to software breakthroughs like Sakana AI's outperforming Fugu-Cyber and @FigureAI's prompt-injection-proof Opus 5. This convergence of efficient physical systems and increasingly capable software signals a shift from pure research to practical, real-world implementation. For professionals, this means a focus on tangible applications, as demonstrated by @AnthropicAI's Claude Opus 5 leading on cost and benchmarks, while market reactions to Big Tech earnings underscore investor scrutiny on the path to revenue.