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Models & Research

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Sunday, 28 June 2026

Latest open artifacts (#22): Zyphra, Cohere, and Poolside are expanding the breadth of the ecosystem

Interconnects 3 weeks ago 2 sources

Multiple AI companies including Zyphra, Cohere, and Poolside released new open-source models, reflecting a shift toward greater diversity in the open model ecosystem beyond the Chinese companies that previously dominated the space. Command A+ from Cohere is a 218-billion-parameter mixture-of-experts model licensed under Apache 2.0, while Poolside and Zyphra released their flagship models with commitments to continued open releases. This expansion enables specialized model development across different company types—from frontier researchers to product companies building niche models—rather than concentrating development among a few players.

The Sequence Radar #885: Last Week in AI: Models, Games, and the Future of Evaluation

TheSequence 3 weeks ago 2 sources

OpenAI released GPT-5.6 as a three-tier model suite (Sol, Terra, Luna) with structured safety architecture and phased access strategy, while Anthropic introduced Claude Tag for structured prompt interaction and General Intuition raised $320M at $2.3B valuation to train large action models on gameplay clips. The most concrete development was the LayerLens Stratix Cup, where Claude Opus 4.8 defeated GPT-5.5 1-0 in a soccer-based evaluation arena, demonstrating models executing complex autonomous behavior under real-time constraints rather than answering static questions. These releases signal a shift from evaluating models on benchmark leaderboards toward testing them in dynamic environments where they must sense, plan, and adapt, reshaping how AI development prioritizes embodied reasoning and real-world deployment safeguards.

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