Clarifai has introduced significant updates, including support for AI agents and the Model Context Protocol (MCP), which enhance the platform's capability to build smarter, autonomous AI applications. AI agents can execute multi-step processes and interact with external data sources via MCP, enabling more complex problem-solving and real-time data integration. Additionally, Clarifai has launched an OpenAI-compatible API endpoint, facilitating seamless integration for OpenAI users without code changes. The platform has also released new models like DeepSeek-R1-0528-Qwen3-8B and Qwen2_5-Coder-7B-Instruct, which enhance reasoning and code generation capabilities, and introduced a token-based billing system for more accurate cost reflection. Updates to the Python and Node.js SDKs improve usability and integration, while platform enhancements focus on user interface and security improvements.