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importantSYS.SOURCE: Cognition• 2026-07-08T16:19:36Z

Cognition Unveils SWE-1.7: Advanced Language Model with Cost-Effective Frontier Intelligence

#language model#reinforcement learning#ai research

Cognition introduces SWE-1.7, a cost-effective language model achieving frontier-level intelligence through enhanced reinforcement learning techniques. It demonstrates superior performance on coding benchmarks and incorporates innovations like entropy preservation and multi-cluster training.

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