Does Your Reasoning Model Implicitly Know When to Stop Thinking? buff.ly/nKxiuVu #AI #MachineLearning #DeepLearning #LLMs #DataScience
→ View original post on X — @miketamir, 2026-04-04 00:06 UTC
GENERATIVE AI
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60 secondes pour votre premier PAIO
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u are 60 seconds away from your first Personal AI Operator.
— SONIA (@S0N_IA_) 3 avril 2026
no joke… I just tested @PAIOBot and it removes the biggest pain in AI agents: setup, security, and cost.
→ deploy in under a minute
→ sandboxed by default
→ cuts token usage ~50%
no credit card needed.
start… pic.twitter.com/TUEtU4c6clu are 60 seconds away from your first Personal AI Operator. no joke… I just tested @PAIOBot and it removes the biggest pain in AI agents: setup, security, and cost. → deploy in under a minute
→ sandboxed by default
→ cuts token usage ~50% no credit card needed. start -
Subscription optimization for AI usage patterns at scale
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It's not about tokens, it's about our subscriptions being optimized for specific usage patterns. Lots of tradeoffs in building for such large scale, and one of them is optimizing systems for certain use cases and not others
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Improving Prompt Cache Efficiency for API Users
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I put up a few PRs to improve prompt cache efficiency actually, to benefit folks using it through API/overages
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Coding Agents Require Significant Cognitive Load and Burnout Risk
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Just noticed this has had 1.1m views now, which explains why I starting to see some less informed reactions to it starting to crop up now it's broken out of purely tech Twitter https://t.co/XFn8uYb6os
— Simon Willison (@simonw) 3 avril 2026Just noticed this has had 1.1m views now, which explains why I starting to see some less informed reactions to it starting to crop up now it's broken out of purely tech Twitter Lenny Rachitsky (@lennysan) "Using coding agents well is taking every inch of my 25 years of experience as a software engineer, and it is mentally exhausting. I can fire up four agents in parallel and have them work on four different problems, and by 11am I am wiped out for the day. There is a limit on human cognition. Even if you're not reviewing everything they're doing, how much you can hold in your head at one time. There's a sort of personal skill that we have to learn, which is finding our new limits. What is a responsible way for us to not burn out, and for us to use the time that we have?" @simonw — https://nitter.net/lennysan/status/2039845666680176703#m
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Anthropic Copies Open Source Features Then Locks Out Competition
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woke up and my mentions are full of these Both me and @davemorin tried to talk sense into Anthropic, best we managed was delaying this for a week. Funny how timings match up, first they copy some popular features into their closed harness, then they lock out open source.
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Reality Becomes Indistinguishable: The Deepfake Dilemma Unfolds
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It will all seem real. But it is all fake. 🙂
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Working on Claude Code improvements, use latest version
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Actively working on making it better. Make sure you're using the latest Claude Code version
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Strategy game with AI agents as units you prompt
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Very interesting, a strategy game but the units are AI agents that you prompt!
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Anthropic Bans The Claw Open Source Models Local Alternative
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Anthropic banning the Claw. Open Source models running locally is the way.