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Inkling 2 Small: 17A-594B trained in 68 hours on 12T tokens, beating Muse Spark
November 5, 2026 — Inside Inkling 2 Small’s training run and METR’s study of AI research at Anthropic.
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Alex Atallah
OpenRouter CEO and co-founder whose AI work includes model routing, browser-based model access and research on AI usage.
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David Luan
AI research and engineering leader who co-founded Adept, advocated reliable computer-use agents, and led Amazon’s AGI SF Lab at its December 2024 launch.
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Ce Zhang
Together AI co-founder and machine learning systems researcher whose work spans data quality, distributed infrastructure and efficient model architectures.
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Ben Firshman
Replicate co-founder and Cog co-creator whose work makes machine learning models usable by software developers.
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World Labs
World Labs builds AI world models, connecting editable 3D environments, browser graphics, spatial memory, and robot simulation.
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Biohub
A biomedical research organization combining experimental biology, biological data and AI to build tools for understanding and preventing disease.
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