New research suggests ditching the dream of a single universal AI assistant. By using a Multi‑Connector Protocol, we can orchestrate specialized AI agents and bots that stay in isolated workflows, manage context locally, and boost LLM performance. Discover why modular tool orchestration may be the future of open‑source AI. #MultiConnectorProtocol #SpecializedBots #ToolOrchestration #LLMPerformance

🔗 https://aidailypost.com/news/mcp-approach-suggests-specialized-ai-agents-over-single-universal

Bài đăng về thời gian phản hồi chậm với Ollama/LLama3. Thiết bị: Ryzen 7 5700G, GTX 1650, 16GB RAM. Thắc mắc vìnd 25s tìm دينية, 25s trả lời. Câu hỏi: Có produire settings phần mềm tăng tốc hay giới hạn phần íuón? #VietnameseTech #LLMPerformance #Ryzen7 #GTX1650 #AI #Ollama #Llama3 #Docker #KnowledgeBaseOptimization

https://www.reddit.com/r/LocalLLaMA/comments/1oa4xlk/can_i_increase_response_times/

Context Rot: How increasing input tokens impacts LLM performance

https://research.trychroma.com/context-rot

#HackerNews #ContextRot #LLMperformance #NLP #research #AIimpact #inputtokens