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Brief

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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. How Thinking Machines built interactivity into the model

    Thinking Machines has unveiled a new class of "interaction models" designed for real-time conversational AI. These models process audio, video, and text in rapid 200-millisecond intervals, eliminating the need for separate turn-detection components. This architecture allows for continuous, interleaved input and output streams, enabling capabilities like speaking while listening and reacting to visual cues without explicit prompts. The system utilizes two co-trained models: a lightweight interaction model for live conversation and a background model for complex tasks like planning and tool use, ensuring low latency for users. AI

    IMPACT Enables more natural, responsive conversational AI by integrating interactivity directly into model architecture.

  2. LWiAI Podcast #245 - TML-Interaction, Claude For Legal, Sam Altman on Stand

    OpenAI has launched new voice intelligence features, including GPT Realtime 2 powered by GPT-5, offering real-time translation and transcription with an emphasis on reduced latency and larger context windows. Anthropic is expanding its vertical product offerings with Claude for Legal and increased availability through AWS, while also developing methods to train ethical reasoning in agents. Meanwhile, Thinking Machines has previewed a novel conversational system, though it remains inaccessible to the public. AI

    LWiAI Podcast #245 - TML-Interaction, Claude For Legal, Sam Altman on Stand

    IMPACT New voice features and specialized legal AI tools signal continued vertical integration and performance improvements in large language models.