new from me: anthropic is widely releasing "mythos-class models" in the coming weeks. the company had forecast this last week, but today tucked the timing into the very bottom of a blog post about claude opus 4.8.
AI
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TaH: Skipping extra reasoning steps makes AI smarter
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Your AI model is thinking too much, and skipping a few steps makes it smarter! Tsinghua University, Infinigence AI, and Shanghai Jiao Tong University introduce Think-at-Hard (TaH). Instead of looping every token through extra reasoning, TaH uses a lightweight decider to skip
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Free Apartment Cleaning Service Collects Robot Training Data
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If you are in New York you can get your apartment cleaned for free.
— Robert Scoble (@Scobleizer) 28 mai 2026
Well, data will be collected to train robots of the future. https://t.co/kTrua8b12PIf you are in New York you can get your apartment cleaned for free. Well, data will be collected to train robots of the future.
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JAX GPU scaling and pipeline parallelism for training
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Yes. It’s not that we’ve discovered some magic bullet, but rather that JAX, or at least the open source version of it, is mostly optimized for small to medium-sized training runs on Google TPUs, whereas we need to massive training runs on Nvidia GPUs. Pipeline parallelism is
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Securing Vibecoded Apps in 4 Steps with Replit
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How to secure your vibecoded app in 4 steps Speed without security is a liability. Here's how to ship without leaving the back door open using Replit. Open thread ↓
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Replit Security Agent Automates Code Vulnerability Detection
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1. Run a Security Scan
— Replit ⠕ (@Replit) 28 mai 2026
Open Replit's Security pane and hit Run scan. The Agent audits your entire codebase to catch issues like SQL injection, XSS, and leaked credentials. Review the findings, accept the ones that matter, and they get sent straight to Agent for auto-fixes. Takes… pic.twitter.com/oH4gCpfIIk1. Run a Security Scan Open Replit's Security pane and hit Run scan. The Agent audits your entire codebase to catch issues like SQL injection, XSS, and leaked credentials. Review the findings, accept the ones that matter, and they get sent straight to Agent for auto-fixes. Takes
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AI Model Opus 4.8 Calibration and User Feedback Request
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We put a lot of work into calibrating thinking effort for Opus 4.8. As you're trying out the model, if you do run into any examples of it still over/under thinking, please flag it to us!
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ByteDance Open-Sources Capable Multimodal AI Model BAGEL
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ByteDance just open-sourced one of the most capable multimodal models out there.
— Chubby♨️ (@kimmonismus) 28 mai 2026
BAGEL does image generation, editing, style transfer, and visual understanding – all in a single 7B parameter model. Apache 2.0 licensed!
One model. No switching between specialized tools.
Amazing https://t.co/r4jj4QHTzMByteDance just open-sourced one of the most capable multimodal models out there. BAGEL does image generation, editing, style transfer, and visual understanding – all in a single 7B parameter model. Apache 2.0 licensed! One model. No switching between specialized tools.
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AI displacing white collar workers brings returns, new edition June 2
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The returns will arrive when #AI begins displacing highly paid white collar workers. New edition publishing June 2
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Claude Dynamic Workflows Accelerate Code Migrations
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Big migrations and refactors are some of a team's most important work, and the easiest to push off to a "better time" since they'd tie up engineers for a quarter. With dynamic workflows, Claude can now land that kind of work in days or weeks. More: