MCP-Universe benchmark shows GPT-5 fails more than half of real-world orchestration tasks

For AI systems to keep improving in knowledge work, they need either a reliable mechanism for autonomous self-improvement

One of the key challenges of current multi-agent AI systems is that they communicate by generating and sharing

The company formerly known as Intercom just did something that no major customer service platform has attempted at