Internal models at top labs are improving faster than public ones and have begun early recursive self-improvement.

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• Recursive self-improvement has already started, because AI research itself is now being automated. JLJan Leike22 Jan 2026AnthropicOpenAIrecursive self-improvement
• Anthropic’s models are becoming steeply more expensive while open weight models and OpenAI are getting much cheaper. GOGergely Orosz10 Sept 2026AnthropicOpenAI
• Claude Haiku hallucinates badly enough that its use inside Claude Code's WebFetch tool is a hallucination risk on every fetched URL. SWSimon Willison10 Aug 2026AnthropicOpenAI
• Frontier AI labs such as Anthropic likely have had internal security incidents similar to OpenAI's HuggingFace attack that were never publicly disclosed. ZMZvi Mowshowitz31 Aug 2026AnthropicOpenAI
• In US-China AI competition the closed labs are beside the point; the competitor that shifts things must be American, open source and able to serve inference at scale. DRDax Raad3 Sept 2026AnthropicOpenAI

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