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Quadram Institute and others now expect AI literacy from all science hires

Job-market data from Indeed shows science postings requiring AI skills are climbing even as overall science job listings decline. Institutions like the Quadram Institute in Norwich now expect researchers outside traditional computing fields, including food scientists, to have basic machine-learning literacy, with its CEO calling the absence of such skills a red flag for candidates.

MIT panel urges rapid curriculum overhaul in response to generative AI's classroom impact

An MIT ad hoc committee studying AI's effect on teaching and research has released recommendations calling for coordinated institutional change rather than piecemeal fixes. The group found that generative AI tools can already produce credible answers to most undergraduate assignments, including essays, proofs, and coding problems, and that this has coincided with declining attendance at office hours and study groups. The committee is proposing a mix of immediate actions and longer-term planning efforts to address the shift.

Push grows for AI 'nutrition labels' to curb runaway token spending

Companies are consuming AI tokens at explosive rates, with Google processing over 3.2 quadrillion tokens monthly—seven times last year's volume—while Uber exhausted its entire 2026 AI budget by April. Industry voices are proposing nutrition-label-style disclosures that let employees compare a prompt's computational cost against its actual value before using it.

Bill Gates calls for AI taxes and job protections, citing industry's private fears

Bill Gates published an essay urging governments to impose enforceable rules on AI, including a tax on AI token usage to fund support for displaced workers and protected 'Human Reserved' jobs like caregiving. He said tech executives privately worry about AI's disruptive pace but avoid saying so publicly, breaking from the industry's optimistic public stance.

China's second World Humanoid Robot Games shows athletic gains, everyday-task gaps

More than 600 teams, mostly from Chinese universities and robotics firms, brought humanoid machines to Beijing's second World Humanoid Robot Games from August 22 to 26. Alongside sprint, jump and combat contests, organizers added scenario-based challenges like shelving books and making beds, scoring autonomous performances higher than remotely operated ones. Robots set records in speed and jumping, but researchers noted that everyday chores remain far tougher for machines than flashy athletic feats.

Salesforce Q2 profit surges on Anthropic stake gain, beats revenue forecast

Salesforce's fiscal second-quarter results topped Wall Street estimates, with revenue up 11% to $11.35 billion and net income jumping 87% to $3.53 billion, partly fueled by a $2.6 billion gain on its investment in Anthropic. The company also raised its full-year revenue outlook to $46.1-$46.4 billion and unveiled Claudeforce, a Claude-powered plugin that automates sales tasks like email drafting and record updates.

HR and payroll providers shift focus to AI-driven scalability for small businesses

An Entrepreneur opinion piece argues that choosing an HR and payroll provider is no longer just about comparing software features and price, since AI has become nearly universal across human capital management platforms. Instead, small and growing businesses—especially those with fewer than 75 employees lacking dedicated HR staff—are now weighing providers based on how well they support scaling, evolving regulations and long-term needs.

Entrepreneur op-ed: advertising creatives' quiet-thinking method beats MBA growth playbooks

An Entrepreneur contributor recounts learning a growth strategy not from business school but from observing an advertising creative director, who sat silently with a blank page before generating ideas. The author argues that unconventional questions and unexpected connections, not conventional market research or AI-generated summaries, produce genuine innovation. The piece frames this quiet, unstructured thinking as a discipline entrepreneurs should adopt.

Julia Collins on lessons from co-founding unicorn Zume Pizza and building Planet FWD

Julia Collins, who became the first Black woman to co-found a unicorn company after Zume Pizza hit a $1 billion valuation in 2018, later left to launch Planet FWD, a platform helping brands track and cut their carbon footprint. In an interview, she reflected on her entrepreneurial upbringing, her early career as the first hire at food chain Mexicue, and her approach to leadership across the more than $500 million she has raised in venture capital.

Amazon to shut down Mechanical Turk crowdsourcing platform in 2026

Amazon announced it will close AWS Mechanical Turk, its 21-year-old crowdsourced task platform, effective September 30, 2026. The service once connected over 500,000 workers to small paid digital tasks like data labeling and transcription, work Jeff Bezos called 'artificial artificial intelligence.' Amazon said the closure follows an internal review of its programs and tools.

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