Mastering PyTorch: Create and deploy deep learning models from CNNs to multimodal models, LLMs, and beyond – http://amzn.to/40IFEQR via @PacktDataML #AI #ML #MachineLearning #DataScience #DataScientist #GenAI
TOOLS
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AI tool automates a year of accounting in 20 minutes
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C'est DINGUE. J'ai uploadé mes relevés bancaires à Claude Opus 4.6. Il a analysé une année complète de transactions, séparé revenus et dépenses, et tout catégorisé. 20 minutes plus tard, la comptabilité était terminée.
Environ 11 000€ de travail comptable réglé en une -
Agentic AI Periodic Table: Memory, Planning, Tools, Safety
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Agentic AI has a “Periodic Table.” It includes: LLM, RL, RAG
PLAN, MAS, LTM
SAFE, TEST, HUMAN
A2A, CREW, NET
HR, MKT, LEGAL use cases Autonomous AI = memory + planning + tools + safety + collaboration. It’s an ecosystem, not a feature. Credit: Prem Natarajan #AgenticAI -
AI Automation Dramatically Reduces Data Entry Time and Costs
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RÉSULTAT ATTENDU Avant ce prompt : 15-20h de saisie manuelle
Risques d'erreurs humaines
Ennui mortel
Coût comptable : 500-1500€ Après ce prompt : 20 minutes de traitement
90% du travail automatisé
Données structurées prêtes
Coût : 0€ (ou coût Claude API minimal) Économie : -
AI model efficiently categorizes a year of financial transactions in minutes
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C'est DINGUE. J'ai uploadé mes relevés bancaires à Claude Opus 4.6. Il a analysé une année complète de transactions, séparé revenus et dépenses, et tout catégorisé. 20 minutes plus tard, la comptabilité était terminée.
Environ 11 000€ de travail comptable réglé en une -
New version of MuleRun AI agent tool offers enhanced workflow automation
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Long time fan of @MuleRun_AI, but V2's in a league of its own.
— Charly Wargnier (@DataChaz) 16 mars 2026
Imagine a secure, supercharged OpenClaw 24/7 on a powerhouse cloud server.
It:
→ plugs into "180,000+ agent skills 🤯
→ learns all your daily workflows
→ gets smarter over time
I've added cool links in the 🧵↓ https://t.co/DDDsT4F0YvLong time fan of @MuleRun_AI
, but V2's in a league of its own. Imagine a secure, supercharged OpenClaw 24/7 on a powerhouse cloud server. It:
→ plugs into "180,000+ agent skills → learns all your daily workflows
→ gets smarter over time I've added cool links in the ↓ -
Kirk Borne Offers Over 4600 Free Resources for X Subscribers
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I continue adding more 𝐅𝐑𝐄𝐄 resources for my @X Subscribers to access: 𝗼𝘃𝗲𝗿 𝟰𝟲𝟬𝟬 𝗿𝗲𝘀𝗼𝘂𝗿𝗰𝗲𝘀 𝗮𝗿𝗲 𝗻𝗼𝘄 𝗮𝘃𝗮𝗶𝗹𝗮𝗯𝗹𝗲. Subscribe for only US$6/month #MachineLearning #ML #AI #DataScience #Python #Mathematics #Statistics #SQL #GenAI #AgenticAI
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Core Code Optimization and AI Plugin Architecture Advances
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We made a ton of progress on that today. Lots of code gone from core. Faster, less memory use overall. Need another day or two to stabilize. Everything can be a plugin now. Also added support for Claude/Codex/Cursor plugin bundles
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Security concerns and cloud-based solutions for local AI agents
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El otro día leí sobre alguien que descargó un agente de IA local y terminó con malware en su portátil. No es un caso aislado. Por eso me pasé a MuleRun: opera en un entorno cloud aislado, sin acceso a tus contraseñas ni archivos locales. Separación física real. La seguridad no… https://t.co/PWVDTaFySc
— SONIA (@S0N_IA_) 16 mars 2026The other day I read about someone who downloaded a local AI agent and ended up with malware on their laptop. It's not an isolated case. That's why I switched to MuleRun: it runs in an isolated cloud environment, with no access to your passwords or local files. Real physical
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Excel Game with AI-Powered Formula Engine
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building a working game in excel, with a built-in game AI powered by complex formulas: