Facebook Research releases HyperAgents, self-improving AI agents that optimize any computable task via self-referential code generation—executes untrusted model-generated code with safety warnings.

GitHub - facebookresearch/HyperAgents: Self-referential self-improving agents that can optimize for any computable task

Self-referential self-improving agents that can optimize for any computable task Setup # API keys, put these into .env file OPENAI_API_KEY=... ANTHROPIC_API_KEY=... GEMINI_API_KEY=... # Install things sudo dnf install -y python3.12-devel sudo dnf install -y graphviz graphviz-devel cmake ninja-build bzip2-devel zlib-devel ncurses-devel libffi-devel # Create virtual environment python3.12 -m venv venv_nat source venv_nat/bin/activate pip install -r requirements.txt pip install -r requirements_dev....