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Tech News
Fast Company published an explanation of how it compiled its 2026 Pacesetters ranking, a list of 40 executives recognized for embedding generative AI, autonomous agents, and machine learning into their companies and customer experiences. The selections were made by a mix of internal editors and writers alongside external judges who evaluated candidates across multiple industries.
Palo Alto Networks reported fiscal fourth-quarter revenue of $3.41 billion and adjusted earnings of $1.02 per share, both above analyst expectations, with revenue up 34% year-over-year. The company posted a net loss of $282 million due to one-time charges, a reversal from the prior year's profit, even as CEO Nikesh Arora pointed to rising AI-related cyberattacks as a long-term growth driver. Despite the earnings beat, shares fell roughly 2% in after-hours trading following a 5% drop during the regular session.
Pennsylvania Gov. Josh Shapiro told CNBC that many AI data center developers disregard the concerns of communities where they build, contrasting them with companies like Chobani that engage locally. His remarks followed an August executive order imposing strict new requirements on data center projects and removing them from a fast-track approval process.
Several startups, including one called Fambot, are building AI tools designed to handle household logistics such as school emails, sports schedules, and meal planning. The pitch targets parents overwhelmed by constant notifications, group chats, and app pings from activities like scouting and soccer.
John Ternus, Apple's 25-year veteran and head of hardware since 2021, officially takes over as CEO from Tim Cook on Tuesday, making him only the second chief executive since Steve Jobs. Cook, 65, will remain with the company as executive chairman, engaging with global policymakers, while the 51-year-old Ternus inherits full responsibility for software, devices, finance and legal operations. The handoff comes as Apple faces pressure to prove its AI strategy and navigate rising memory component costs.
A Glassdoor review analysis found 98% of claims-adjuster reviews mentioning AI were negative, the highest criticism rate among occupations studied. Adjusters like Ahmad Jackson describe AI misclassifying claims during initial loss reporting, forcing workers to correct faulty summaries and reroute files manually. Insurers continue expanding AI into chatbots, damage assessment, and medical record summarization despite these frontline complaints.
Scientists led by Ben Lehner at the Wellcome Sanger Institute created over 44,000 genetic variants of the well-studied bacteriophage ΦX174 by systematically altering nearly every nucleotide and amino acid in its genome. They measured how each change affected the virus's ability to survive and replicate in bacterial cultures, finding that most mutations were harmful but that the reasons behind roughly a quarter of these lethal effects remain unexplained.
A commentary examines how generative AI tools, now used to summarize literature, draft text and respond to peer reviewers, are complicating traditional notions of who counts as an author on a scientific paper. The piece argues that authorship has always been a socially constructed status tied to accountability and trust, not just credit, and that AI's growing role in writing, review and publishing workflows demands deliberate public debate rather than decisions based on convenience or cost.
Surveys show AI use among students is widespread: a 2026 UK poll found 94% of undergraduates use generative AI for coursework, with 12% directly pasting AI text into assignments, while a US study of over 95,000 students estimated 9% used AI despite knowing it violated rules. Professors report signs of misuse, including fabricated references and AI-typical writing patterns, prompting many institutions to redesign assessments rather than simply ban the tools.
India's government has introduced the Prime Minister Research Chair Scheme, offering 120 overseas Indian-origin researchers up to 50 million rupees (about $520,000) in grants plus stipends and allowances over five years to work at Indian institutions. The initiative targets strategic fields like AI, quantum computing, biotechnology and advanced materials, joining similar brain-drain reversal efforts by China, France, Germany and Denmark.
President Trump used a Truth Social post to criticize local communities resisting new AI data center construction, saying such opposition would leave them 'backwards and poor' compared to areas that welcome the projects. The remarks follow a National Republican Senatorial Committee memo flagging voter backlash over data centers as a political risk ahead of the midterms, particularly in Ohio's tight Senate race.
Bank of England Governor Andrew Bailey told G20 finance ministers that a collapse in AI sector growth could trigger a market correction that ripples across the world economy. He pointed to high stock valuations, rising investor leverage, and growing financial ties between AI firms and major tech companies as factors that could magnify such a shock, while also flagging cyber security risks from coordinated attacks on multiple firms at once.