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Anthropic expands investment in Tensor Processing Unit (TPU) capacity with a billion‑dollar buildout, signaling a strategic shift in enterprise AI infrastructure. The initiative centers compute around dedicated accelerators for large‑scale training and inference and underscores a push to secure supply and performance for growing generative AI workloads in corporate environments.

OpenAI introduces ChatGPT Atlas, an AI‑powered web browser that brings ChatGPT assistance directly into everyday web use. The release integrates conversational reasoning and task support within the browsing experience, pointing to a unified interface for search, reading, and productivity anchored by the company’s chat‑based model.

Thinking Machines challenges OpenAI’s compute‑centric scaling strategy and contends that the first superintelligence will emerge as a “superhuman learner,” not merely from piling on parameters. The stance elevates learning efficiency, adaptability, and data‑efficient generalization over raw model size and compute budgets, reframing assumptions about how frontier capabilities and safety should advance.

Mistral launches an AI Studio designed for quick development using its European open‑source and proprietary models. The environment consolidates access and tools for building on the company’s model lineup, enabling faster iteration and integration for teams aiming to create applications powered by Mistral’s generative capabilities.