Another Crazy Day in AI: Why Some AI Use Helps and Some Hurts
- 11 hours ago
- 3 min read
Hello, AI Enthusiasts.
Here's another crazy day in AI:
The cognitive crunch nobody's talking about
A new guide for building fair AI in healthcare
You can now plan trips by asking Google Maps
Some AI tools to try out
🎧 Listen to a quick breakdown of today’s stories.
TODAY'S FEATURED ITEM: The Mental Price of Peak Productivity
Image Credit: Wowza (created with Ideogram)
What if the productivity gains come with a cost we're not tracking?
Researchers from Boston Consulting Group and the University of California, Riverside published a study on Harvard Business Review exploring something many workers have probably felt without having words for it. After surveying 1,488 full-time U.S. workers, they found that certain ways of using AI are pushing people to their mental limits — not in the vague, overworked sense, but in a specific, measurable way. They've named it "AI brain fry," and it describes the cognitive exhaustion that builds up when someone spends their day monitoring, managing, and constantly engaging with AI tools at high intensity. The study also looked at where AI use seems to ease the burden, and the difference between the two is more specific than you might expect.
A few observations from the study:
Closely monitoring AI outputs demands more from the brain — workers reported higher mental effort and information overload the more oversight their tools required.
Productivity climbed with two to three tools used simultaneously, but adding more often brought it back down.
About 14% of participants described "brain fry" — difficulty concentrating, slower decision-making, and a persistent sense of mental clutter.
The fatigue showed up most in marketing, HR, operations, engineering, and finance, and least in legal and leadership roles.
Workers who reported brain fry also reported more decision fatigue, more frequent errors, and stronger intent to leave.
Using AI to handle repetitive tasks was linked to lower burnout and higher engagement.
Manager support, structured team practices, and clear organizational communication were all associated with lower mental fatigue.
Mental fatigue from technology isn't a new conversation, but this study puts some harder numbers around something that's been easy to dismiss as people just needing to adapt. The symptoms workers described — the mental fog, the compulsive double-checking, the feeling of managing tools rather than actually doing the work — showed up consistently enough across industries and roles to suggest this isn't just individual sensitivity.
The results also varied enough across roles, team structures, and organizational cultures to make a blanket conclusion difficult. Some workers felt the relief of offloaded tasks. Others felt buried under the oversight those same tools required. Both outcomes came from using the same technology — just differently.
Read the full study here.
OTHER INTERESTING AI HIGHLIGHTS:
Researchers Propose Framework for Fair Health AI
/Patricia Brandt, University of Utah Health Sciences, on Medical Xpress
Researchers at Huntsman Mental Health Institute have introduced SAFE AI, a framework designed to guide the ethical development and deployment of AI tools in health care. Published in the Journal of Medical Internet Research, the approach integrates fairness checks, bias monitoring, and transparency into standard AI development workflows. The framework aims to help organizations—especially smaller health tech companies—identify risks early and ensure AI systems support equitable patient care. Its focus is particularly relevant for mental health settings, where biased algorithms could affect treatment decisions for vulnerable populations.
Read more here.
You Can Now Plan Trips by Asking Google Maps
/Miriam Daniel, VP & GM, Google Maps, on Google Blogs – The Keyword
Google Maps is adding a conversational feature called Ask Maps, powered by Gemini, that lets users ask complex questions about places and get tailored recommendations. Instead of searching through reviews and listings, people can ask natural-language questions and receive personalized suggestions based on real-world data and past preferences. The update also introduces Immersive Navigation, a redesigned driving experience with 3D visuals, clearer route guidance, and improved voice directions. Together, the changes aim to make exploring places and navigating routes more intuitive and interactive.
Check it out here.
SOME AI TOOLS TO TRY OUT:
That’s a wrap on today’s Almost Daily craziness.
Catch us almost every day—almost! 😉
EXCITING NEWS:
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