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Google Research recently announced the innovative 'Titans' series model architecture, achieving a groundbreaking 2 million token context length through bionic design, with plans to open-source related technologies in the future. The core innovation of this architecture is the introduction of a Deep Neural Long-Term Memory Module, inspired by the human memory system. Titans cleverly combines the rapid response capability of short-term memory with the persistence characteristics of long-term memory, while utilizing an attention mechanism to handle immediate context, forming an efficient information processing system.

Vimeo has just announced a major update, joining YouTube and TikTok, and is now requiring creators to explicitly label AI-generated content. This new regulation means that all video content that appears realistic must disclose its source if it was created or modified by AI, ensuring transparency with the audience. As AI technology advances, distinguishing between real and fake video content is becoming increasingly difficult. Vimeo's new policy aims to prevent viewers from being misled and mista

AI titans engage in a heated online discussion about AI risks and regulation. The debate is represented by Andrew Ng advocating for open innovation, while Geoffrey Hinton warns of potential dangers. The argument highlights the complexity of AI regulation and the need to balance technological advancement with social protection.