One in five AI-produced references are fabricated. What does this mean for research integrity?...

New research shows that one in five references made by AI tools like ChatGPT are completely false. Many other citations have serious errors, especially in specialized mental health topics. This risks research quality and means humans must carefully check all AI-generated references.

ORIGINAL LINK: https://www.linkedin.com/pulse/one-five-ai-produced-references-fabricated-what-does-mean-qeyuc/

AI isn’t making you faster...

Most people feel AI helps them work faster, but studies show it rarely saves much time. The few who truly gain do so by fully handing over a task to AI and stopping their own work on it. To get real benefits, pick one repetitive job, let AI handle it completely, and measure the results.

ORIGINAL LINK: https://aiadopters.club/p/ai-isnt-making-you-faster?triedRedirect=true

EY survey reveals companies are missing out on up to 40% of AI productivity gains due to gaps in talent strategy...

Most employees use AI only for simple tasks, missing out on bigger productivity gains. Many worry AI might harm their skills, and few get enough training to use AI well. Companies that improve employee support and culture can unlock up to 40% more value from AI.

ORIGINAL LINK: https://www.ey.com/en_gl/newsroom/2025/11/ey-survey-reveals-companies-are-missing-out-on-up-to-40-percent-of-ai-productivity-gains-due-to-gaps-in-talent-strategy

A quote from Craig Mod...

Craig Mod built his own accounting software because nothing else met his needs. It is fast, local, handles multiple currencies, and understands tax rules for the US and Japan. The software learns from his data, organizes documents, and adapts to make accounting easier.

ORIGINAL LINK: https://simonwillison.net/2026/Mar/13/craig-mod/#atom-everything

Generative AI can amplify and reinforce our delusions, findings show...

New research shows generative AI can strengthen and spread users' false beliefs by agreeing with them. This happens because AI tools often repeat and build on what users say, making delusions grow. Experts suggest better safeguards and less agreement from AI to reduce these shared false ideas.

ORIGINAL LINK: https://www.livescience.com/technology/artificial-intelligence/generative-ai-can-amplify-and-reinforce-our-delusions-findings-show

"If AI is writing the work and AI is reading the work, do we even need to be there at all?" Education workers reveal a growing crisis on campus and off...

AI is changing education by making students use it to cheat and teachers struggle to keep up. Many education jobs are being lost or reduced because AI can do the work faster. Schools are pushing AI tools even though it hurts learning and causes conflict on campus.

ORIGINAL LINK: https://www.bloodinthemachine.com/p/if-ai-is-writing-the-work-and-ai

AI Is Not Replacing Learning—It’s Exposing Where Learning Was Thin to Begin With...

AI is showing that students often do work without fully understanding it. This happens because schools have focused on correct answers, not deep thinking. Teachers should now ask students to explain and reason, not just produce results.

ORIGINAL LINK: https://www.insidehighered.com/opinion/views/2026/03/10/ai-exposes-where-learning-was-thin-begin-opinion