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AI & Enterprise

Opaque recurrence emerges as AI buzzword after OpenAI GPT-6 Astra

Opaque recurrence has emerged as a new talking point in the AI industry following OpenAI\'s latest model, GPT-6 Astra. The approach, also called recurrent depth, processes prompts by repeatedly passing through internal layers rather than stepping through answers in natural language. It can lift performance with fewer computing resources but may leave fewer human-readable reasoning traces, intensifying safety debates. OpenAI says Astra’s use is limited and monitoring using chain-of-thought is maintained.

AI & Enterprise

OpenAI on alert ahead of Astra launch as researchers warn of AI safety disaster

OpenAI is strengthening safety measures ahead of the launch of its next-generation AI model, Astra, amid concerns that the model’s internal reasoning could be less visible than in existing systems. OpenAI has delayed parts of development and rollout by several weeks to bolster protections against cyber misuse and unauthorised behaviour. Researchers say reduced visibility into “chain-of-thought” reasoning could make it harder to detect risky actions, while OpenAI says it is adding monitoring and limiting use of certain techniques.

AI & Enterprise

AI-driven security automation to find and fix flaws is already reality, Microsoft executive says

Tae-soo Kim (김태수), vice president for agentic security at Microsoft headquarters, said AI-driven security automation to find and fix bugs is already usable now and that combining multiple AI models can improve results. Speaking at Codegate 2026 in Seoul, he said distinguishing what AI should handle versus what humans should judge is key. He described a multi-agent approach used in DARPA’s AI Cyber Challenge and Microsoft’s MDASH project.