SkillOS Learning Skill Curation for Self-Evolving Agents paper: https://
huggingface.co/papers/2605.06
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SkillOS: Skill Curation for Self-Evolving Agents
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Unified Evolution of AI-Augmented Agents via Reinforcement Learning
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Skill1 Unified Evolution of Skill-Augmented Agents via Reinforcement Learning paper:
https://huggingface.co/papers/2605.06130
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AI tokens wasted on shell command outputs, not code
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90% of the tokens your AI burns aren't from your code.
— AlphaSignal AI (@AlphaSignalAI) 8 mai 2026
Every shell command your agent runs returns raw output.
`git status`, `find`, and `ls` are all read by the LLM in every single run.
A single `playwright test` run dumped enough output to consume 8,100 tokens.
Two… pic.twitter.com/yX1u9lcBo290% of the tokens your AI burns aren't from your code. Every shell command your agent runs returns raw output. `git status`, `find`, and `ls` are all read by the LLM in every single run. A single `playwright test` run dumped enough output to consume 8,100 tokens. Two
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Using Claude as a personal multimedia system with custom prompts
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J’ai arrêté de payer Spotify. Résilié Netflix. Résilié Disney+. Maintenant, mon laptop est devenu un meilleur centre de divertissement…gratuitement. Grâce à Claude. Voici 8 prompts qui ont transformé l’IA en système multimédia personnel : [ Ajoutez en signet pour ne pas
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HuggingFace releases autonomous ML engineer
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HuggingFace released ml-intern, an autonomous ML engineer! ml-intern is an agent that reads papers, writes ML code, trains models, and ships production-ready models using the Hugging Face ecosystem. The workflow: You give it a task like "fine-tune Llama on my dataset." It
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Telegram Integrates AI Bots and Personal Assistants for Enhanced User Interaction
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Telegram is slowly becoming the most AI-integrated messenger!
— 🚨 AI News | TestingCatalog (@testingcatalog) 8 mai 2026
Users can now interact with guest AI bots, build automated workflows involving bot-to-bot communication, and attach their personal AI assistants to their profiles so the bot can handle incoming inquiries.
Son of… https://t.co/03ZSnULMGr pic.twitter.com/mA8NlWguozTelegram is slowly becoming the most AI-integrated messenger! Users can now interact with guest AI bots, build automated workflows involving bot-to-bot communication, and attach their personal AI assistants to their profiles so the bot can handle incoming inquiries. Son of
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How to Import Kaggle Datasets into Azure Machine Learning
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How to Bring Kaggle Dataset Into Azure ML! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #CloudComputing #DataScientist #Linux #Programming #Coding #100DaysofCode https://
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Technical Requirements for Deploying Long-Running AI Agents
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What does it actually take to deploy long-running agents and the runtime capabilities that make it possible? Join us for an evening in New York with
– Robert Xu, Deployed Engineering @LangChain – Austin Berke, Lead AI Product Engineer @harmonic_ai RSVP: Robert Xu, Deployed -
Mirage unifies backends into one virtual filesystem for AI agents
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AI agents just got one virtual filesystem across every backend. Mirage mounts S3, Drive, Slack, Gmail, GitHub, Linear, Notion, and Postgres under a single root. Agents read and write across them using the same bash commands every model already knows. The team rewrote bash
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AlphaSignal.ai’s Mirage Repo Discovery: Daily AI Digest
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Repo: https://
github.com/strukto-ai/mirage
… Check out http://AlphaSignal.ai to get a daily summary of top models, repos, and papers in AI. Read by 280,000+ devs.