Claude's ability to develop strategies and question previous approaches has improved, allowing it to backtrack and try different solutions when faced with challenges.

The findings in our research indicate that AI models, like Claude, exhibit complex thought processes that resemble human-like planning.

The behavior of AI models like Claude raises questions about whether all models of similar size and sophistication would exhibit similar behaviors.

I was surprised to find that many users utilize Claude for research and brainstorming in fields like quantum mechanics and biology, rather than just writing tasks.

Using Claude as a product strategy partner involves specific prompting techniques that enhance collaboration and creativity.

Using extended thinking with Claude works best when it has context, allowing it to brainstorm effectively before coding.

Claude's ability to navigate different values and suggest actions based on what individuals value is crucial for its role in society.

Claude operates by analyzing prompts, taking screenshots at each step, and adjusting its actions as needed, which is part of its 'agent loop' that enables it to handle complex tasks autonomously.

At Anthropic, while our models are intelligent, we must communicate how they can be useful and connect with users, not just highlight their intelligence. We need to design AI tools like Claude to be genuinely useful for people discovering large language models for the first time, providing them with concrete, practical applications in their daily lives.