New Release from @PacktPublishing @PacktDataML "Machine Learning Engineering on AWS: Build, deploy, and operationalize LLMs, AI agents, and generative AI systems on AWS" — at https://
amzn.to/4od7C1I ๐ช๐ต๐ฎ๐ ๐ฌ๐ผ๐ ๐ช๐ถ๐น๐น ๐๐ฒ๐ฎ๐ฟ๐ป:
Build and deploy AI agents using
LLMS
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New Release: Machine Learning Engineering on AWS Book
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METR report: most SWEBench results unmergeable; FrontierCode unsolved by frontier models
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It's finally out!!! @METR_Evals found that more than half of SWEBench results is unmergeable slop. FrontierCode represents over 1000+ hours of maintainer validated software engineering work most frontier models cannot yet solve, much less solve with high quality. Cog had IOI
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Apple introduces Siri AI using Gemini for contextual responses
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APPLE INTRODUCES SIRI AI! Finally, Apple brings serious AI integration into its ecosystem. Siri is updated to use, this time for real, state-of-the-art models (with the help of Gemini) to provide contextualized responses with data and the
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Agentopia: Long-Running Life Simulation for LLM Agent Societies
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// Life Simulation in Agent Societies // One of the more ambitious agent-society testbeds to land this month, and it arrives as a 79-page release. Agentopia drops many LLM agents into a long-running world where they live, interact, and learn over extended horizons. The goal is
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Orbit: RL-train trillion-parameter LLMs on just 8 GPUs
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What if you could RL-train trillion-parameter LLMs on just 8 GPUs? Enter Orbit, an open-source framework that keeps the base model fixed and trains only a tiny BF16 adapter. It outperforms standard sync RL: 71% faster step times, 50% higher rollout throughput, 81% less train
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Apple’s Siri AI: Local model limited without cloud capabilities
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Last time around Apple released a lot of information about how their AI version of Siri worked between local and cloud models, not so much this time It is nice to have a Gemma-like model on device, but it is extremely limited unless it can call a smarter cloud model when needed.
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WWDC 2026: Apple Intelligence with Gemini, Siri AI beta, EU restrictions
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WWDC ๐ฅ: A new Apple Intelligence powered by Gemini, conversational Siri AI, updated image editing, and loads of AI features across many Apple apps.
— ๐จ AI News | TestingCatalog (@testingcatalog) 8 juin 2026
Siri AI will launch in beta later this year. Initially, Siri AI won't be available in the EU. https://t.co/X7sKyiOfMP pic.twitter.com/Vw9hKSHskEWWDC : A new Apple Intelligence powered by Gemini, conversational Siri AI, updated image editing, and loads of AI features across many Apple apps. Siri AI will launch in beta later this year. Initially, Siri AI won't be available in the EU.
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Recursive self-improvement imminent until Anthropic IPO
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Recursive self-improvement is imminent until Anthropic IPOs.