AI helped me write it, after I dictated all of my thoughts!
@mattshumer_
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AI Automates Everyday Computer Tasks and Email Management
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It can quite literally do anything you can do on a computer! try having it automate some of the most annoying tasks you deal with every day, or help manage your email!
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AI metrics reshape corporate performance reviews and hiring decisions
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Been hearing wild stuff from folks inside big companies lately. Promotions, firings, and perf reviews are getting decided by tokens consumed and skills/MCPs connected. That’s the metric. That’s how they’re deciding who’s “good at AI.” It gets worse. People are literally running
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Cloud VM Credits Required for AI Service Infrastructure
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(you do have to pay for some credits first, to cover the cloud vm / misc other costs)
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Claude Max Alpha Access Opens 100 New Spots
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Opening another 100 alpha access spots. Last ones for a while. First come, first serve! (Oh, and you can use your Claude Max subscription so most tokens are free!)
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Model Switching Limitations in Efficient AI Architectures
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You can! (unless you're using the efficient model, which uses a different agent architecture that can't swap between models)
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Understanding AI Models: Working With Their Natural Strengths
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The model has a grain. Most "bad output" is me trying to force it across that grain instead of along it.
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Seven Years of AI Prompting: A Simple Framework
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I've spent seven years prompting AI systems. Here's the simple framework I'd give a friend to help them get the most out of AI agents:
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AI-Generated Code Quality Reaches New Milestone
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good god this model is unbelievable
— Matt Shumer (@mattshumer_) 21 avril 2026
the era of ai-written software looking like 'slop' is officially over https://t.co/hCWSly4Af2 pic.twitter.com/dYqTn9LGVdgood god this model is unbelievable the era of ai-written software looking like 'slop' is officially over
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AI generates image guides for real slide creation
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You can do anything you want! In this case, I had the AI use the images as a guide to build real slides.