AI systems demonstrate improved performance when given access to tools and the...

AI systems demonstrate improved performance when given access to tools and the flexibility to operate outside rigid, predefined workflows. This adaptability enables general learning systems to scale effectively. Boris Cherny, head of Claude Code at Anthropic, noted a shift in AI interaction methods. Cherny explained that he no longer prompts the Claude model directly. Instead, he creates automated loops that in turn prompt Claude and determine necessary actions. According to Cherny, this approach marks a transition that is expected to become more common throughout the rest of the year. 📰 @aipost