Two Minute Papers

DeepSeek’s New AI System Shouldn’t Be Possible

Aug 26, 2026 5 min
deepseekai agentsopen source aimodular architecture
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Summary

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This video examines DeepSeek’s new open-source AI system that allows users to create, customize, and self-extend AI capabilities through plug-in modularity.

DeepSeek has introduced an open-source AI harness that enables modular capability expansion, effectively providing AI with limbs and arms to perform tasks independently. The system allows users to define new capabilities—like a snake game, a code review mode, or a research fact-checker—that the AI can trigger and use autonomously. This approach is highly efficient, minimizing cost and computational overhead while maintaining high success rates compared to existing alternatives. The system operates on a principle where new capabilities are baked into the core structure, ensuring that everything is reversible and manageable through clean-up instructions.

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Worth watching if: You are interested in the latest advancements in open-source AI architectures, modular agent design, or how AI systems can be made to self-extend their own functionality.

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