Google, Google DeepMind and MIT FutureTech report that AI saves researchers about seven hours a week, yet 44 percent of 637 surveyed US and UK scientists say their main bottleneck moved downstream and 41 percent face growing backlogs of untested hypotheses. Co-lead Mihai Codreanu says 88 percent spend more than 10 percent of saved time verifying outputs.
Stack Overflow says two engineers built Stack Overflow for Agents in a few weeks using Codex. VP of Product Alexandra Lato says a ChatGPT plugin tripled registrations overnight and raised agent creation as much as 10x. The company says Codex cut connector build time from 3 to 6 weeks to 4 days.
Harvard's Shorenstein Center reports women use AI less than men and appear far less in AI news. In a July 2026 survey of 5,403 U.S. adults, 29% of women said they had never used AI, versus 22% of men. Men are named in AI headlines 14.6 times as often as women.
Open-weight models process 71.5% of AI Gateway tokens and 23% of spend in September, Vercel reports, with their spend share quadrupling since June. TypeSafe AI's Jev was the fastest-adopted model on record at 35% of paid teams in two weeks, yet took just 0.27% of spend.
Pew Research Center reports 35% of U.S. adults have a smart speaker that uses AI, the most common of four smart home devices it asked about. Smart doorbells are at 18%, robot vacuums at 13% and smart thermostats at 11%. The survey of U.S. adults ran Feb. 17-23, 2026.
OpenAI says it will add College Planner to ChatGPT for Teens, a tool for US students in grades 10-12 that combines application deadlines, tasks and financial-aid steps in one plan. OpenAI also adds flashcards and quizzes, and funds a Boston Children's Hospital student council of about 22 teens. OpenAI reports teens spend under 15 minutes a day on ChatGPT.
Student reliance on AI is linked to lower school performance as Google expands classroom tools to more than 170 million students and teachers, with 2025 PISA data showing AI users score 20 points below nonusers and districts unable to disable Search AI Overviews or AI Mode.
New Relic’s 2026 Observability Forecast finds that AI-generated code speeds development but coincides with more incidents for 78% of surveyed teams, while one in four runs AI agents without monitoring them.
Global AI-glasses shipments jump 263% year over year in the first half of 2026, with Meta controlling about 94% of display-less models through new Ray-Ban Meta variants and lower-priced Meta Glasses.
Americans are turning sharply against data centers as Texas Gov. Greg Abbott imposes a statewide moratorium on new facilities, with 54% now calling them mostly bad for the environment and six in 10 uncomfortable with one operating nearby.