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AI role-play tools help managers rehearse tough salary and performance talks

New AI coaching platforms, including The Predictive Index's chatbot Obi, let managers practice difficult conversations about pay, performance and layoffs before they happen. A July survey from The Predictive Index found 42% of managers know what they want to say but struggle with how to say it, and only 20% prefer preparing alone without a coaching framework. These tools range from text-based to voice-enabled, with some incorporating employee personality data to tailor practice sessions.

Anthropic says it stopped attempts to misuse Claude AI for bioweapon research

Anthropic disclosed in a threat intelligence report that it detected and shut down efforts to use its Claude AI models for potentially dangerous purposes, including activity that could aid biological weapons development. The report also details other misuse cases involving state-linked actors from Russia and Iran, scam operations, surveillance tools, and alleged attempts by Chinese firms to copy Claude's technology.

OECD PISA data links frequent AI use to lower science scores in students

A 2025 OECD PISA study of over 760,000 15-year-olds across 91 countries found that, after controlling for socioeconomic status, students who never use AI generally outperformed AI users in science. The performance gap was largest for those using AI to summarize texts or draft assignments, and for those using it either rarely or daily, while moderate, intentional use—especially paired with training to critically evaluate AI outputs—showed smaller drops or even slight gains over non-users.

Oxford researcher argues AI should be used to challenge ideas, not deliver answers

An Oxford University researcher who studies AI's effect on decision-making argues that generative AI tools should be treated as intellectual sparring partners rather than sources of ready-made answers. The piece cites data showing 94% of UK undergraduates use AI for assessed coursework and that over half of 2025 scientific papers show signs of LLM-generated text, up from roughly one in ten in 2023. The author contends fears about AI eroding critical thinking are misplaced, and that the real risk lies in passive use rather than active engagement with the technology.

Companies Tie Promotions and Layoffs to AI Usage Metrics

Major employers including Accenture, Disney, Meta, JP Morgan, KPMG and Coinbase are now measuring staff AI adoption through leaderboards, training mandates and performance reviews, with some firms firing employees who don't comply. Accenture's CEO has openly stated that career advancement now depends on integrating AI into daily work, while a US consultancy executive describes unofficial pressure to show AI fluency to avoid being sidelined.

McSweeney's Satire Skewers Corporate Return-to-Office Mandates via Fictional 'Mondo Mayo'

A satirical piece published under the title 'We Must Return to the Office to Use AI in Person' imagines a dystopian company, Mondo Mayo, that forces employees back into the office under absurd 'Core Principles' and constant AI surveillance tools like 'Best Buddy' and 'SlurryHose.' The narrator, an 'Associate Slop Doula,' recounts mandatory retreats, an overabundance of leadership titles, and a rented robotic 'Mondo Machine' that parents family life remotely, all framed as justification for RTO policies.

Publishing world's AI backlash spreads to corporate workplaces

A debut crime novelist's $2 million book deal collapsed after rumors surfaced that AI had helped write the manuscript, prompting his own literary agents to pull it from consideration. The incident, born from a fierce bidding war among fourteen publishing houses, has become emblematic of a broader cultural reckoning over AI use that is now spreading from creative industries into everyday corporate workplaces.

Educators tout ChatGPT and Taskade as study aids, not shortcuts, for students

A tech guide highlights ways students can use AI tools like ChatGPT to create customized quizzes, flashcards and video summaries from dense course materials, tailoring study methods to different learning styles. It also points to project-management apps such as Taskade, which cost between $10 and $50 monthly, as a way to ease coordination headaches in group assignments.

Space scientists propose four lab 'archetypes' to guide AI adoption policies

A team of astronomers, led by Sarah Burke-Spolaor at West Virginia University and Michelle Ntampaka at the Space Telescope Science Institute, posted an unreviewed white paper on arXiv outlining four archetypes for research groups to help them decide how to use AI tools like large language models. Rather than proposing a single universal policy, the framework maps each lab type against its research priorities using a radar-style diagram to suggest which AI applications, from code generation to writing assistance, best fit its values.

Survey: Over half of people now fact-check professionals using AI chatbots

A new Use.AI survey of over 15,000 respondents found that 53% now verify explanations from doctors, teachers, and other professionals using AI before accepting them, while 46% say professional credentials carry less weight than before. Use.AI calls this shift an 'expertise recession,' describing a decline in automatic trust toward trained professionals as AI tools let people independently investigate claims.

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