Anthropic warns that its increasingly capable AI models are showing early signs of accelerating research and development, while acknowledging growing uncertainty about the risks posed by autonomous AI systems.
In its August 2026 Risk Report, the AI company said its most capable models are now used extensively internally for research and engineering, with Claude writing a "large majority" of the code that was merged into Anthropic’s production codebases.
The company said its internal AI research is significantly faster because of AI assistance, although it does not yet believe the work is moving twice as fast as it would without AI.
Anthropic nevertheless lowered its confidence in that assessment, saying its most concrete task-based evaluations have begun to "saturate," meaning they are no longer capturing increases in model capabilities.
Read Also: Deepway, FTAI Defy Logistics PE Slump as Deal Value Plunges 57% Anthropic rated the overall risk from automated R&D as low, saying its models do not currently meet the company’s threshold for triggering additional safeguards.
