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An honest look at OpenClaw, the open-source AI personal assistant generating real excitement. What it does, what I learned running it, and why it matters for the future of enterprise AI.
Generative AI is accelerating open-source adoption while quietly breaking the economic models that sustain it. This is not a tooling problem. It’s a policy and incentive failure.
Successfully running OpenAI's 20-billion-parameter open-weight model (gpt-oss-20b) locally on a Mac M4 Pro, highlighting the potential of offline AI that rivals cloud-based models without internet dependency or costs.