DeepSeek's recent update on its DeepSeek-V3/R1 inference system is generating buzz, yet its commitment to true open-source transparency is questionable.
The release highlights impressive technical achievements but lacks a full, reproducible blueprint and key components remain partially opaque.
The company's selective disclosure and lack of comprehensive documentation raise concerns about data provenance and limitations in the system.
DeepSeek's approach appears to prioritize polished presentation over genuine transparency, falling short of industry standards and open-source ideals.