Policy Safety→Reported→MIT Technology Review / AI
OpenAI has developed GPT-Red, a large language model designed to act as a super-hacker sparring partner to improve the security of its other models. According to the company, training its latest flagship model, GPT-5.6, against GPT-Red resulted in its most robust release yet.
Why it matters: This approach uses one LLM to automatically red-team another, representing a novel method for improving AI model robustness and safety.
Jul 15, 2026
Research→Reported→MIT Technology Review / AI
Anthropic has developed a technique called the Jacobian lens that provides the clearest view yet of how large language models like Claude process information internally. Their findings reveal a hidden conceptual space within the model, with insights ranging from the mundane to the unnerving.
Why it matters: This breakthrough offers unprecedented transparency into AI reasoning, which could improve the safety and interpretability of large language models.
Jul 10, 2026
Products Agents→Reported→MIT Technology Review / AI
Anthropic has announced Claude Science, a new product aimed at supporting scientific research by autonomously performing meaningful tasks from high-level instructions. The announcement took place at an event attended by pharmaceutical executives, biotech founders, and researchers.
Why it matters: Claude Science represents Anthropic's move into automating scientific research, which could accelerate progress in areas such as drug development.
Jul 10, 2026