The analyst forecasts 2026 as the year of multi-agent systems, with agents delegating work to subagents and enabling automation of white-collar tasks. They predict saturation of current math and coding benchmarks, with specific targets for Epoch Capabilities Index (>175) and ARC-AGI-3 (>60%). The analyst also anticipates major model launches including Claude 5.5, Gemini 4, and GPT-6, with frontier models reaching 5-10T parameters.