← BACK HOME
FILTER: DEEPSEEK

Blog

ALLAgentsAILLMEngineeringRealitySecurityPrompt InjectionTrustHypeIndustryDeepSeekOpen SourceLangChainCheatsheetPythonReferenceLangGraphMCPInfrastructureMultimodalVisionAudioCareerArchitectureStrategyProductionFine-tuningTerraformIaCDevOpsCloudEvalsBenchmarksProductivityHardwareScienceDrug DiscoverySovereigntyComplianceAnthropicClaudeDeveloper ToolsMachine LearningScikit-learnData ScienceModelsNumPyPandasProgrammingMatplotlibPyTorchDeep LearningProgramming LanguagesSoftware EngineeringMLOpsClaude CodeCodexOpenAIRAGTooling
AIDeepSeekLLMOpen SourceEngineering

DeepSeek Changed Everything: What Silicon Valley Won't Admit About Chinese AI

DeepSeek-R1 was trained for ~$6M. GPT-4 cost an estimated $100M+. DeepSeek matched or beat it on most benchmarks. The uncomfortable explanation is not geopolitics — it's that the compute moat was never the moat.

April 10, 2026
5 min read