Lamplight
A Developer Moved 95% of AI Work Local: The Practical Era Begins
Lamplight runs 95% of daily tasks locally, revealing how device orchestration and workflows now define personal AI's value.
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Lamplight runs 95% of daily tasks locally, revealing how device orchestration and workflows now define personal AI's value.
AMD Radeon runs Qwen3 LLMs locally on M5 Max MacBook Pro. Developer ports Linux driver to macOS via Thunderbolt 5 — third hardware path.
128GB MacBook Pro holds Qwen3.8 at 350K tokens, but past 100K the model 'confuses roles.' Hardware bar falls; quality still lags.