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https://libertysentinel.org/

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If I thought I should have been born with only one leg and demanded that a surgeon remove one of my legs, would there be ANY doubt that I was suffering from a mental illness? Furthermore, does anyone think the answer to my illness would be to remove a leg?

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FAA regulations were violated en masse when airlines coerced pilots into taking experimental mRNA injections, despite federal laws prohibiting pilots from using unapproved medical products.

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The jab was an IQ test, it really was a test to see of each human actually believed in personal sovereignty. Unfortunately billions failed that test.

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Build a home base AI, it's all about learning or will it be a production machine? lets see how far we get implementing this 30B machine into our industrial and internet dev environment

https://forumla.us/2025/08/25/build-a-home-based-ai-why-not/

Recommended local setup (so you can ditch the SaaS safely)

  • LLM runtime: Ollama or LM Studio with models like Qwen2.5‑Coder 7B/14B, DeepSeek‑Coder, StarCoder2. Start 7B now; move to 14B/30B after the 5070.
  • Firmware toolchain: PlatformIO (ESP32/Arduino/RP2040), plus CMSIS‑DSP or kissFFT for on‑device FFTs.
  • Python stack for vibration: NumPy/SciPy, PyTorch (for 1D‑CNN/autoencoders), FastAPI for ingestion, TimescaleDB or InfluxDB for time‑series.
  • Front‑end: React + shadcn/ui + Recharts/Plotly for dashboards.


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a Media Research Center study released earlier this year found that ABC, NBC, and CBS evening newscasts' coverage of the president's first 100 days in office was "92% negative," Fox News reported. MRC also found that coverage of government cuts by the Department of Government Efficiency (DOGE) was "97% negative."

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