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Tech Productivity

Issue #349  (AI Use Leads to Cognitive Decline) 10/20/25


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I know a lot of people who are currently working in a field that has nothing or almost nothing to do with their original field of study. I'm sure some of you fall in that category as well.

A recent related study that caught my attention is called Job Mismatch and Early Career Success. It attempts to answer the question: How does being over- or underqualified at the beginning of a worker's career affect skill acquisition, retention, and promotion?

School Graduate is Overqualified

In this instance, the study is related to workers in the US Air Force, so you might take the results with a grain of salt knowing that this type of work attracts a specific type of person.

Nonetheless, here is a summary of their results:

"We find that being overqualified for a job causes higher attrition, both during technical training and afterward when individuals are working in their assigned jobs. It also results in more behavioral problems, worse performance evaluations, and lower scores on general knowledge tests... These patterns suggest that overqualified individuals are less motivated, but still outperform others in their same job."

And with regards to underqualified workers:

"Underqualification results in a polar opposite set of findings, suggesting these individuals are motivated to put forth more effort, but still struggle to compete when judged relative to others."

Would the results be similar in other industries? I asked ChatGPT and there only seem to be general studies done, but not necessarily ones on the same topic that are specific to an industry.

Now on to this week's hand-picked productivity links!


Tools & Apps

BalmyTime β€” A native app for Mac and Windows that lets you set up fixed break reminders, track your screen time usage, and review your past usage and breaks to make changes as needed.

QuoteCarta β€” An intuitive, cloud-based quote generation tool designed for small businesses, allowing you to create professional, client-ready quotes in just minutes, with no technical skills required.

Meco: Free Your Newsletters From the Inbox β€” Move your newsletters to a newsletter aggregator built for reading and declutter your inbox in seconds. Offers support for Gmail, Outlook, or your personal Meco email. sponsor

FixMyPDF β€” A privacy-first PDF toolkit with fast processing that includes 70+ tools to convert to and from different formats, edit, compress, redact, and lots more.

VoiceToNotes β€” A simple-to-use AI-powered voice-to-text transcription app that boasts 99% accuracy, available on web or as a mobile app for iOS or Android.

Chronicle β€” An AI-powered presentation builder that enables you to draft slides in seconds and polishes full, branded decks in minutes, to share with clients, teams, and others.

Immich β€” A self-hosted photo and video management solution (mainly for Linux), to easily search, back up, organize, and manage your photos on your own server, without sacrificing your privacy.

Articles & Resources

MIT Study Finds Artificial Intelligence Use Reprograms the Brain, Leading to Cognitive Decline β€” "Students who repeatedly relied on ChatGPT showed weakened neural connectivity, impaired memory recall, and diminished sense of ownership over their own writing. While the AI-generated content often scored well, the brains behind it were shutting down."

996 β€” Some foul language in this one, but I think the message is important, which is asking you to question doing 12 hour days (i.e. 9am to 9pm, 6 days per week) for someone else's startup.

How to Deal with Being the Youngest in the Office β€” A different look at ageism in the workplace, which is usually focused on older ones, along with some practical tips on how to improve on your lack of experience.

Techpresso β€” Keep up with AI and tech in 5 minutes. Get the free daily email with the most interesting tech news and insights. The best way to stay ahead. Read by 400,000+ professionals from Apple, OpenAI, Nvidia, and more. sponsor

Busy vs. Productive: The 5 Surprising Things That Actually Matter β€” Not what you thought the article would be about. The suggestions are: sleep, diet, hydration, exercise, and planning.

Organize Your Slack Channels by β€œHow Often”, not β€œWhat” β€” An easy fix to help you stay focused on the most important tasks rather than simply dealing with subject matter, which could be a mix of both high- and low-priority.

Underused Techniques for Effective Emails β€” Some great tips here, with good/bad examples. Written with a software developer audience in mind but I'm sure the suggestions could apply to just about any industry.

Suggestions?

Have a suggestion for a productivity-related tool, article, or other resource? Send me a direct message via X or chat via Bluesky and I’ll consider including it in a future issue.

Stay productive!

Louis
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