I just love randomly stumbling upon tears that say “Buy a GPU and run your own models locally! “
AI
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Simply say what you want, the model invokes the skills
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They are not designed for people to invoke them, although you can do so if you wish. Simply tell the model what you want to happen, and it will do the work to invoke the right skills for you.
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Opus best model for long tasks: autonomous execution tips
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Observation of many benchmarks showing that Opus is the best model for long tasks. Five tips for running Opus autonomously for hours/days: 1. Use automatic mode for permissions so that Claude does not ask for approval.
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AI memory requires engineering structure and data boundaries
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AI memory is not something that can be explained with just a demo. It must eventually land in engineering structure, data boundaries, and real workflows.
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EverOS and Skill Automation Through Use
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5. Skill Automatic Accumulation EverOS extracts common skills from real usage patterns and consolidates repetitive behaviors into reusable workflows. I find this the most interesting layer of memory: it’s not about making the agent "remember more," but about teaching it how to perform tasks by learning from past experiences.
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AI that creates AI: Launch of the RSI Lab
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AI that creates AI that creates AI: Launch of the RSI Lab https://
sakana.ai/rsi-lab-jp/ Sakana AI launches in Tokyo a research group dedicated to Recursive Self-Improvement (RSI), named 'RSI Lab'. RSI is the mechanism by which AI creates AI. -
Demis Hassabis equates AGI arrival around 2030 to singularity
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Demis Hassabis is arguably the most serious scientist around. He's not someone who engages in hype to sell products. But when even someone like Demis says the following, it should give us all pause: – "He [Demis] equated its arrival [AGI, around 2030] to the singularity – a
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Codex evolves from assistant to AI teammate across domains
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Codex use-cases: “From software engineering and design to data analysis and operations, Codex is becoming an AI teammate instead of just an AI assistant.”
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Design loops that prompt agents instead of direct prompting
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Here’s your monthly reminder that you shouldn’t be prompting coding agents anymore. You should be designing loops that prompt your agents.