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Topic: "persistent-memory"
Mistral's Agents API and the 2025 LLM OS
qwen claude-4 chatgpt o3 o4 mistral-ai langchain-ai openai meta-ai-fair agent-frameworks multi-agent-systems tool-use code-execution web-search model-context-protocol persistent-memory function-calling open-source no-code reinforcement-learning model-performance agent-orchestration omarsar0 simonw swyx scaling01
The LLM OS concept has evolved since 2023, with Mistral AI releasing a new Agents API that includes code execution, web search, persistent memory, and agent orchestration. LangChainAI introduced the Open Agent Platform (OAP), an open-source no-code platform for intelligent agents. OpenAI plans to develop ChatGPT into a super-assistant by H1 2025, competing with Meta. Discussions around Qwen models focus on reinforcement learning effects, while Claude 4 performance is also noted. The AI Engineer World's Fair is calling for volunteers.
not much happened today
deepseek-v3 llama-3-1-405b gpt-4o gpt-5 minimax-01 claude-3-haiku cosmos-nemotron-34b openai deep-learning-ai meta-ai-fair google-deepmind saama langchain nvidia mixture-of-experts coding math scaling visual-tokenizers diffusion-models inference-time-scaling retrieval-augmented-generation ai-export-restrictions security-vulnerabilities prompt-injection gpu-optimization fine-tuning personalized-medicine clinical-trials ai-agents persistent-memory akhaliq
DeepSeek-V3, a 671 billion parameter mixture-of-experts model, surpasses Llama 3.1 405B and GPT-4o in coding and math benchmarks. OpenAI announced the upcoming release of GPT-5 on April 27, 2023. MiniMax-01 Coder mode in ai-gradio enables building a chess game in one shot. Meta research highlights trade-offs in scaling visual tokenizers. Google DeepMind improves diffusion model quality via inference-time scaling. The RA-DIT method fine-tunes LLMs and retrievers for better RAG responses. The U.S. proposes a three-tier export restriction system on AI chips and models, excluding countries like China and Russia. Security vulnerabilities in AI chatbots involving CSRF and prompt injection were revealed. Concerns about superintelligence and weapons-grade AI models were expressed. ai-gradio updates include NVIDIA NIM compatibility and new models like cosmos-nemotron-34b. LangChain integrates with Claude-3-haiku for AI agents with persistent memory. Triton Warp specialization optimizes GPU usage for matrix multiplication. Meta's fine-tuned Llama models, OpenBioLLM-8B and OpenBioLLM-70B, target personalized medicine and clinical trials.