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OpenAI’s GPT-6 Astra may be its most advanced LLM yet, but calling it AGI raises a fundamental question: does better language prediction equal artificial general intelligence?

CoALA reimagines LLMs as intelligent agents with memory, actions, and decision loops, enabling real-world interaction, learning from experience, and moving far beyond static chatbot capabilities.

AI agents no longer forget. EvoSC’s self-consolidation lets them learn from successes and failures, turning experience into lasting intuition — without memory overload.

Move beyond chatbots. Cognitive architectures are transforming language models into true agents—equipped with memory, reasoning, and goal-driven action to shape the real world.

What happens when AI trains itself? DeepSeek-R1 defies convention, mastering complex reasoning through self-evolution. Here’s why it could reshape the future of large language models.

A small model outsmarts the giants. Microsoft’s rStar-Math rewrites the rules of AI math reasoning—no teacher models, just smart self-training and Monte Carlo strategy.