AI tools are no longer just tools. They’re starting to look like operating systems for work. What’s interesting isn’t one feature or one model. It’s the shift in how everything connects:
Chat
Files
Code
Workflows
Team context All in one place. That changes the game. Because
AUTOMATION
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AI Tools Evolving into Integrated Work Operating Systems
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Startup Investment Misalignment: Building for Demo Days, Not Workers
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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.
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MIT study questions AI automation ROI amid massive capex spending
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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.
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AI Transition: Jobs, Spending, and Economic Uncertainty Ahead
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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.
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AI Job Replacement Requires Less Compute Than Expected
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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.
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Autonomous Inspection Robot for Hazardous Environments
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#Autonomous Inspection #Robot Designed for Safe Operation in Explosive and Hazardous Environments
— Ronald van Loon (@Ronald_vanLoon) 29 avril 2026
via @ZappyZappy7
#Robotics #EmergingTech #Innovation #Technology pic.twitter.com/lagSGKQPAN#Autonomous Inspection #Robot Designed for Safe Operation in Explosive and Hazardous Environments
via @ZappyZappy7 #Robotics #EmergingTech #Innovation #Technology -
Starting a Robotics Company: Key Considerations
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Fellow X user:
Have you considered starting a robotics company? -
AI Agents Automate Code Review and Fixes Loop
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codex now runs on each commit we land, reviews it – and if a booboo is found, a new codex spins up and (if still relevant) makes a PR for the fix. Then a review agent spins up. If an issue is found, another agent will fix the issues. (up to 5 loops)
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7 AI Agents to Replace Your Team While You Sleep
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I have published an episode on @ivoox
: "#1121: 7 AI agents that can truly replace a large part of your team while you sleep #podcast