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#lynxai — Public Fediverse posts

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  1. "Ship bugs, let AI fix them" creates an illusion of resilience.

    Local metrics look good: fewer bug reports, more tests. But the system's semantic understanding erodes. Architecture silently degrades.

    Just like MTTR in cloud infra: speed of repair doesn't replace soundness of design.

    Good architecture principles remain essential.

    #SoftwareCraft #AI #LynxAI

  2. 📊 Open Models — April 2026: an exceptional month for open-source LLMs.

    Key figures:
    • DeepSeek-V4-Pro-Max: 1,600 billion parameters
    • 4 models cross the trillion-parameter mark
    • 25+ major models released in a single month

    Progress since mid-2025 already outweighs the entire growth of the previous 3 years. An unprecedented acceleration — bringing capabilities once exclusive to Big Tech within everyone's reach.

    #AI #OpenSource #LLM #DeepSeek #LynxAI