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Millions of new cyber-immigrants are invading America and coming for your job

Writer John Mac Ghlionn warns that the rise of automated systems threatens the stability of the American middle class by eroding worker bargaining power and displacing specialized professionals.

Millions of new cyber-immigrants are invading America and coming for your job

We haven't written up this one. The Hill has the full story — the link below goes straight to it.

Read the original at thehill.com →

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Nobody talks about RAM. Every local-LLM regret is a RAM problem.

Originally published at mrsaynothing.dev . Walk into any local-LLM thread and the arguments are about GPUs. VRAM benchmarks, 24 GB cards, CUDA versus ROCm, whether the 3060 is still the people's card.

  • RAM is the primary constraint for local-LLM performance, not GPUs.
  • A 32 GB RAM Ryzen desktop struggled with 7.0 GB reserved memory for llama3.1:8b.
  • Quantization levels are necessary to fit memory requirements within hardware limits.

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