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# === COLAB / GIST NOTEBOOK ===
# You can run this whole cell as-is in Google Colab.
# It will:
# 1) Clone nanoGPT
# 2) Add a Complex-LoRA module (block-real implementation)
# 3) Provide a runtime patcher that wraps attention/MLP linears
# 4) Smoke-test a forward pass; optional tiny training for a few steps
# --------
# CELL 1: Environment setup
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# Comparison of SDR + MCP + LLM Proposals
This document compares three related proposals for integrating **software-defined radio (SDR)** systems with **Model Context Protocol (MCP)** interfaces and **LLM-driven control**.
Projects studied:
- [SDRAngel driven by Ollama LLM using MCP](https://www.pg540.org/wiki/index.php/SDRAngel_driven_by_Ollama_LLM_using_MCP)
- [gr-mcp](https://github.com/yoelbassin/gr-mcp)
- [AetherLink SDR-MCP](https://www.juheapi.com/mcp-servers/N-Erickson/AetherLink-SDR-MCP)
---
@danbri
danbri / index.html
Created August 31, 2025 18:31
layerfake2
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="viewport-fit=cover,width=device-width,initial-scale=1.0" />
<title>Neon Triples</title>
<style>
:root {
--pill-bg: rgba(0, 0, 0, .55);

`

Phrases and Patterns to Avoid in LLM Outputs

Language & Tone Issues

Avoid these phrases:

  • "serves/stands as a testament to"
  • "plays a vital/significant role"
  • "underscores its importance"
  • "continues to captivate"
  • "leaves a lasting impact"
# MCP API Search Log: Fishing Claims Investigation
## Session: 2024-11-15 14:32:00 UTC
### Initial Probes (14:32:00 - 14:33:45)
```log
[14:32:01] factcheck_search("fish")
[14:32:02] RESULTS: 3 claims found
- Claim ID: FC-2019-0892: "Eating fish twice a week prevents heart disease" (Rating: Mostly True, Source: HealthFactCheck.org, Date: 2019-03-12)
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=no, viewport-fit=cover">
<meta name="apple-mobile-web-app-capable" content="yes">
<meta name="apple-mobile-web-app-status-bar-style" content="black-translucent">
<meta name="mobile-web-app-capable" content="yes">
<title>Bristol Vector Hunt - LOD</title>
<script src="https://cdnjs.cloudflare.com/ajax/libs/three.js/r128/three.min.js"></script>
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=no, viewport-fit=cover">
<meta name="apple-mobile-web-app-capable" content="yes">
<meta name="apple-mobile-web-app-status-bar-style" content="black-translucent">
<meta name="mobile-web-app-capable" content="yes">
<title>Bristol Vector Hunt - LOD</title>
<script src="https://cdnjs.cloudflare.com/ajax/libs/three.js/r128/three.min.js"></script>
@danbri
danbri / index.html
Created June 11, 2025 22:17
Sandpit
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Sandquake SPA</title>
<style>
body {
margin: 0;
overflow: hidden;