AWS launched Lambda MicroVMs, a new serverless compute primitive that runs each user session or AI agent in its own ...

The model learns that hedging is a signal of lower-quality output. This creates a systematic bias toward sounding certain.

Use a virtual environment to keep your project clean. Run these commands: mkdir my-ai-agent cd my-ai-agent python -m venv venv source venv/bin/activate pip install langchain openai python-dotenv ...