AI company Anthropic has raised concerns about the potential misuse of its Claude software for developing bioweapons, citing five case studies in which scientists attempted to bypass restrictions for pathogen research. While some experts view this as a significant threat, others argue that the research may be standard scientific work. The report has sparked a debate over AI's role in biological research and the need for regulation, with some advocating for transparency and improved safeguards.

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Apple's approach with macOS Golden Gate and Siri AI centers on delivering practical features that assist users with real tasks -- like finding photos or managing system settings -- rather than experimental or overly complex AI agents. While Microsoft has pursued ambitious but convoluted AI solutions like OpenClaw, Apple has prioritized daily utility and reliability. This pragmatic focus resonates with users looking for AI that offers tangible benefits in everyday computing.

Lakebase technology has emerged as a new paradigm that unifies data lakes and databases, offering a single platform where operational and analytical data coexist. By separating compute from storage and leveraging cloud object storage and open file formats, lakebase platforms eliminate the need for complex data pipelines between systems, addressing long-standing challenges in data management, particularly for agentic AI workloads that require elastic scalability and shared data access.

Law firms are integrating AI and legaltech to improve efficiency and client service. Firms such as Mallesons, Osborne Clarke, Hogan Lovells Cadwalader and Baker McKenzie are developing proprietary AI tools, using third-party software and hiring professionals with technology backgrounds to drive innovation.

Organizations tend to ramp up cybersecurity efforts immediately after a breach, but this heightened attention usually diminishes within one to six months, a survey of IT and cybersecurity leaders reveals. A significant portion of IT and cybersecurity leaders now believe major breaches are inevitable, regardless of defense measures -- an acceptance that, researchers say, lowers the bar for proactive security and makes risk acceptance commonplace.

Industrial adoption of humanoid robots has accelerated sharply since 2024, with real-world applications such as material handling. The shift is driven by reduced manufacturing costs, improved hardware and AI, and the robots' ability to operate in spaces designed for people. Industries will need to rethink workforce training, safety and regulatory frameworks.

Data centers in the UK might not create as many jobs as projected, according to a report from Verdant, which says that the actual number is closer to 10,400, compared with the 40,200 projected by techUK. Verdant attributes the discrepancy to increasing automation and larger data centers requiring fewer staff, and the report calls for a public discussion and a pause on data center construction, arg