Cloudflare experienced its most significant outage since 2019, attributed to a configuration file issue in its Bot Management system. This incident disrupted major platforms like ChatGPT, X, and Spotify, highlighting the risks of heavy dependence on centralized internet infrastructure. Experts suggest this should prompt companies to bolster redundancy measures to mitigate such outages' impact. However, the growing centralization in the web infrastructure industry complicates these efforts.

Google has unveiled Gemini 3, its latest AI model, which excels in multimodal understanding and reasoning. Google claims it is the most advanced model so far, with applications spanning its platforms. The release signals an intensifying competition in the AI space, particularly against rivals like OpenAI and Anthropic. This development also underscores the potential of AI in reshaping productivity tools and user experiences.

Hugging Face CEO Clem Delangue has stated that the current focus on Large Language Models (LLMs) is unsustainable, predicting a shift towards smaller, specialized models for targeted applications. He argues that the AI sector's broader potential remains intact and emphasizes a more sustainable approach to innovation. This insight reflects a growing sentiment that LLMs, while groundbreaking, are not a one-size-fits-all solution.

Microsoft introduced a Digital Signage mode for Windows, designed to suppress error messages like the Blue Screen of Death on public displays after 15 seconds. This change is part of broader efforts to enhance Windows' usability in specialized contexts. Accompanying updates, such as Point-in-Time Restore, aim to improve system recovery, reflecting a growing emphasis on resilience in operating systems.

A self-replicating botnet exploiting vulnerabilities in the Ray AI framework has been identified by Oligo Security. Named ShadowRay 2.0, the campaign targets GPU-heavy environments for cryptocurrency mining and data theft. The vulnerability remains unpatched, raising concerns about security practices in open-source AI tools and the risks of their exploitation in high-stakes industries. The Verge The Register The Verge MacRumors The Information TechCrunch The Register The Register

Researchers at Ben-Gurion University have uncovered a specialized immune cell, CD4-Eomes, capable of combating senescent cells that contribute to aging and related diseases. This marks a significant step in understanding aging mechanisms and could pave the way for targeted therapies to slow biological aging. However, translating these findings from mice to humans remains a challenge, emphasizing the need for further research.

A team from the University of California, Riverside has developed a scaffold called BIPORES to grow realistic human brain tissue in the lab. This innovation allows for longer-term studies on brain diseases and injuries, potentially reducing reliance on animal testing. The personalized potential, such as creating patient-specific test neurons, adds a promising dimension to medical research. Science Alert Science Alert