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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Using AI Personas To Craft Synthetic Mental Health Therapists Of All Types And Gauge The Future Of Psychotherapy

Devising AI personas that are therapists of all types is handy for many reasons. getty In today’s column, I examine in-depth the use of AI personas to craft synthetic mental health therapists. This is readily undertaken via modern-era generative AI and large language models (LLMs). With a few detailed instructions in a prompt, you can…

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AI Week in Review 26.01.17

Figure 1. Ralph Wiggum has recently been the talk of the AI coding developer community, as Vivek on X explains. The “Ralph loop” in Claude Code adds a “verify and try again” loop to agentic coding tasks. Many users found it remarkably useful for completing some agentic coding tasks, so the method has gone viral….

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Navigating the legal landscape of AI – Scot Scoop News

“Code on the wall”/Nat W./IndustryToday/CC By-SA 2.0 A person is silhouetted in front of projected computer code. Generative artificial intelligence builds on similar software and is increasingly becoming a priority for lawmakers. Governments around the world have rigorously debated how to oversee its development. California lawmakers have made great strides over the past year to…

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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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Contracting for AI Acquisition in a Rapid-Adoption Era – IPWatchdog.com

Contracts for acquiring AI in the era of rapid adoption See the speakers Organizations and government agencies are acquiring AI at unprecedented speed, often faster than legal, procurement and governance frameworks can adapt. Standard software contracts are pushed beyond their limits, exposing buyers to unclear ownership of outcomes, weak data rights, opaque model behavior, regulatory…

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Microsoft builds AI Red Team in Israel as cyber risks accelerate

Microsoft’s development center in Israel is creating a new Israeli AI Red Team, focused on identifying weaknesses and threats in artificial intelligence systems. The new group will simulate advanced attacks against the company’s AI-based services and operate within Microsoft’s internal security organization. At the same time, Microsoft is recruiting around 50 employees for cybersecurity positions…

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Alabama lawmakers push forward with AI regulation while navigating Trump’s executive order

HUNTSVILLE, Ala. (WAFF) – Alabama lawmakers are introducing bills to regulate how artificial intelligence is used in the state. These bills cover everything from requiring age verification for AI chatbots to using AI in healthcare decisions. President Trump recently issued a decree which prevent states from enacting certain AI-related laws. This order warns that states…

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