Inside the Mind of the Machine: AI Agents, Safety, and the Future of Autonomous Systems скачать в хорошем качестве

Inside the Mind of the Machine: AI Agents, Safety, and the Future of Autonomous Systems

Join us for an illuminating deep dive into the world of AI agents with Dan Wilson, a researcher and developer at the forefront of autonomous AI systems. In this comprehensive session, Dan bridges the gap between cutting-edge AI development and practical business applications, making complex concepts accessible to both technical and non-technical audiences. Session Highlights with Timestamps: [0:00-3:45] AI Safety Foundations Introduction to NIST AI Risk Management Framework ISO 42001 standards for international compliance Building safety into AI projects from the ground up Integrating governance frameworks into GPT bots [3:45-7:00] Agency.org and Multi-Agent Systems Open-source organization for safer agent orchestration Major tech companies collaboration (Oracle, Red Hat, Cisco, Dell, Google Cloud) Zero-trust approach to agent interactions Resources and SDK for agent communication [8:00-14:00] Live Demo: Custom Research Platform Tabbed browsing interface for AI research Auto-journaling and cognitive memory systems SQL-based episodic memory implementation Fork and export conversation capabilities Code execution within chat cells [14:00-22:00] Live Coding with AI Agents Real-time Python application creation Xbox controller integration demo VS Code integration and debugging Agent mode vs. planning mode demonstrations Error handling and self-correction in action [18:00-26:00] Kline Plugin Deep Dive Free open-source VS Code plugin demonstration Visual diff comparison and progress tracking Automated file creation and library installation Git integration for version control [26:00-32:00] No-Code/Low-Code Solutions n8n workflow automation platform Node-based visual programming Comparison with Zapier (cost efficiency discussion) Self-hosting options and Docker installation [32:00-36:00] Business Applications Discussion MarbleLabs.ai for marketing automation GDPR and compliance considerations Human-in-the-loop principle Gap analysis for business automation needs [36:00-42:00] Data Sovereignty & Edge Computing Cloud vs. local deployment strategies Inference vs. training hardware requirements Hailo.ai edge AI processors demonstration 13-40 TOPS performance in consumer hardware $250 inference cards vs. expensive GPUs [42:00-46:00] Ollama Cloud Platform $20/month for secure cloud compute Access to large models (Qwen, DeepSeek, Gemma) 1 trillion parameter models demonstration Cost comparison with OpenAI [46:00-49:00] Key Takeaways on Agent Architecture Planning, reasoning, and acting frameworks Memory systems and environmental awareness Feedback loops and tool integration Real-world use cases overview [49:00-52:00] Community Resources & Closing Collaborative research opportunities Open knowledge sharing philosophy Live Witty research demonstration Q&A and future session announcements Key Technologies Covered: NIST AI Risk Management Framework ISO 42001 Standards Agency.org SDK VS Code, Cursor, Codeium Kline AI coding plugin n8n workflow automation Ollama cloud platform Hailo.ai edge processors Local vs. cloud model deployment Perfect for: Developers, business owners, AI enthusiasts, and anyone interested in understanding how autonomous AI agents are reshaping technology and business operations. #AIAgents #ArtificialIntelligence #MachineLearning #Automation #AIethics #CodingAI #BusinessAutomation #EdgeComputing #OpenSourceAI #FutureOfWork