Token

Technology

• Vals AI finds AI agent teams barely outperform solo agents, costing up to 5.1x more: Vals AI research found that teams of AI agents barely outperform solo agents while costing up to 5.1x more. In tests with GPT-6 Sol and Claude Opus 5.5, only one of four showed a measurable quality gain. Anthropic data showed quality plateaus beyond ten agents while token costs keep rising.

  AI agents • The Decoder

  Permalink