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Mentoring: The Shortcut to Career Success and Development

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@catherineadenle

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29 April 2026 9h43

Do you have a mentor? Mentoring is the shortcut to career success. This is what no one tells you https://
youtu.be/Qd83cyqB0wc?si
=FC6XBYQJOnUJEGFk
… via @YouTube #mentoring #career #LeadershipDevelopment #PersonalDevelopment

Startup Investment Misalignment: Building for Demo Days, Not Workers

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29 April 2026 8h32

41% of startup investment going into areas workers don't want automated is a market signal that founders are building for demo day, not for the person doing the job.

AI Skills Gap vs Efficiency: Understanding Human Capability Impact

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29 April 2026 8h30

Not being able to read a 10K without AI assistance is a different problem from using AI to read faster. The first is a skills gap. The second is just efficiency. Knowing which one is actually happening would actually make a huge difference.

MIT study questions AI automation ROI amid massive capex spending

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29 April 2026 7h55

MIT finding AI automation only economically viable in 23% of vision-primary roles sits in direct tension with $740B in capex and 92,000 layoffs. Those two things cannot both be rational at the same time.

AI Transition: Jobs, Spending, and Economic Uncertainty Ahead

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29 April 2026 7h53

The optimist answer is new jobs, new spending categories, wealth redistribution. The honest answer is nobody knows if that transition happens fast enough or broadly enough this time.

AI automation threatens skilled workers’ employment future

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29 April 2026 7h36

The person writing the skill file probably doesn't realize they're next.

AI Job Replacement Requires Less Compute Than Expected

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29 April 2026 7h32

Replacing 50% of entry-level jobs doesn't mean running 50% more AI. It means running existing AI on the tasks those humans were doing. The compute requirement is far lower than the framing implies.