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The DeepSeek-V4.1-Flash model, a multimodal Mixture-of-Experts model with 552B backbone parameters and support for contexts of up to one million tokens, is introduced, substantially improving cost efficiency for agentic workloads and pushing the limits of KV cache compression.
Diffusion-Proof not only surpasses AR LLMs in theorem proving but also solves challenging problems that state-of-the-art models fail to address.
AgentSPEX transforms how we build and manage LLM-agent workflows, offering a modular and interpretable approach that outperforms traditional frameworks.