Transformer architecture, the one innovation that supercharged AI: Best ideas of the century

Today’s most powerful AI tools – those that can summarize documents, generate artwork, write poetry or predict how incredibly complex proteins fold – all rest on the shoulders of the “transformer”. This neural network architecture, first announced in 2017 at a modest conference center in California, allows machines to process information in a way that…

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AI wasn’t the biggest engine of U.S. economic growth in 2025

Meta’s 5-gigawatt “Hyperion” data center under construction in Richland Parish, Louisiana, January 9, 2026. Meta The popular narrative that artificial intelligence is the engine that keeps the U.S. economy alive appears exaggerated, according to recent analyses. The AI ​​boom has reshaped stock market valuations, driven large investments and record bond issuances to finance data centers,…

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Darktrace highlights growing unease as AI agents operate with access to critical data and processes

Darktrace announced the findings of its State of AI Cybersecurity Report 2026examining how the rapid adoption of AI in business is changing the nature of cyber risk for global businesses. The findings highlight growing concern among cybersecurity professionals about the rise of agentic AI in their organizations, with more than three-quarters (76%) of security professionals…

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From chips to jobs: Huang’s vision for AI at Davos 2026

Speaking in Davos, Huang argued that investments in AI strengthen employment by reorienting work from tasks to purpose, particularly in healthcare, manufacturing and digital services. AI evolves into a fundamental economic system rather than a standalone technology, according to NVIDIA CEO Jensen Huang, who described AI as a five-layer infrastructure spanning energy, hardware, data centers,…

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Texas Instruments Buys Silicon Labs To Fuel Edge AI Scale

Analyst(s): Brendan BurkePublication date: February 10, 2026 Texas Instruments (TI) has agreed to acquire Silicon Labs for $7.5 billion in cash, combining TI’s scale of analog and embedded processing with Silicon Labs’ wireless connectivity portfolio. The deal highlights a strategic bet on manufacturing capabilities and integrated markets. What is covered in this article: Transaction: Texas…

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