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Installing Ruby 3.4.7 on macOS ARM64 (M1/M2)

This guide details the steps needed to successfully install Ruby 3.4.7 on Apple Silicon Macs (M1/M2), which has some known compatibility issues during compilation.

Prerequisites

First, ensure your system is ready:

# Update Homebrew

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The Latent Manipulator Cookbook.md

This guide explains the "Latent Manipulator," an experimental AI architecture designed to "think" in a latent space before generating text, contrasting with standard Transformer models that predict text sequentially. It includes the theory, code for implementation, and links to datasets and pretrained model checkpoints.

Based on the video exploring this concept: [https://www.youtube.com/watch?v=fWiieyG2zes]

⚠️ This project is free to use. If you find it helpful, please consider supporting it by checking out Peach Voice Typing: [https://peach-voice.com]

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I want to solve the following problem, but I’m stuck.
Please act as a “cognitive centrifuge.”

1. Break the problem into exactly four numbered sub-problems.
2. For each sub-problem, give me one concrete micro-action I can do in under 2 minutes that will either (a) make the problem smaller, or (b) give me new information.
3. After the four micro-actions, add a one-line “momentum booster” I can say out loud to prime my brain to keep going.
4. Format the whole thing so I can read it in <15 seconds.

Problem:

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YouTube Channel Unsubscriber Privacy Policy

This extension does not collect, store, or transmit any personal information or browsing data outside of your browser. The only data stored is your preferences and usage statistics which are kept locally in your browser's storage and are not transmitted to any external servers.

No personal information, browsing history, or YouTube account data is collected, analyzed, or shared with third parties.

Last updated: 1 Mar 2025

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Machine Learning Learning Path with Resources

Essential Books

1. "Deep Learning" by Ian Goodfellow, Yoshua Bengio, and Aaron Courville
2. "Build a Large Language Model from Scratch" - Bestseller on implementing LLMs

Foundational Level

Mathematics & Statistics

• Linear Algebra Fundamentals
• Course: 3Blue1Brown Linear Algebra Series

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Computer Vision and Deep Learning Topics by Difficulty Level

Easy

• FCN (Fully Convolutional Networks)
• UNet: Standard architecture for biomedical image segmentation
• YOLO Series: Real-time object detection family
• CAM (Class Activation Mapping)
• VGGNet
• SqueezeNet: Lightweight architecture
• EfficientNet: Scaling networks efficiently

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Q. So what economic policy  should India adopt and promote to become economically as wealthy as china.

<think>
Okay, so the user is asking what economic policies India should adopt and promote to become as wealthy as China. Hmm, that's a big question. I need to break this down. First, I should think about what made China's economy grow so fast. They focused a lot on manufacturing, exports, and had a lot of government investment. Maybe India can learn from that.

But India's situation is different. They have a big population and a diverse economy. So, the policies should probably be tailored to India's strengths. Maybe infrastructure investment is key. China built a lot of roads, ports, etc., which helped their economy. India needs that too, especially in rural areas to connect everything better.

Manufacturing is another big area. China's model was export-driven manufacturing. India could try something similar, maybe through Make in India initiatives. They also need to improve the Ease of Doing Business beca

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New chat 213512 * 7632423 Okay, let's see. I need to multiply 213,512 by 7,632,423. Hmm, that's a pretty big multiplication. I guess I can do this step by step. First, maybe I should break down the numbers to make it easier. Let me recall how multiplication works with larger numbers. I think it's about breaking each number into its place values and then multiplying each part separately before adding them all up. But wait, these numbers are both in the millions and hundreds of thousands, so breaking them down might be tedious. Alternatively, maybe I can use the standard algorithm for multiplication, multiplying each digit and keeping track of the places. But doing that manually might take a while and be prone to errors. Let me see if there's a smarter way.

Alternatively, I could approximate the numbers to estimate the product first. Let's see, 213,512 is approximately 200,000, and 7,632,423 is approximately 7,600,000. Multiplying those gives 200,000 * 7,600,000 = 1,520,000,000,000. So the actual product shoul

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This is the shape of India  in ASCII, the main shape is a big peninsula is the main land. AMd small symbols outsider the main shape are islands also part of India. Now rite INDIA in the middle of the main shape.

         .--,_
        ['    '\.
         \       `''|
         |         ,]
          `._      ].
            |     \
          _/       -'\
         ,'          ,'

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This chat can be accessed at Qwen

Where is Taiwan?

profile Qwen2.5-Max Taiwan is located in East Asia, adjacent to the Pacific Ocean. It is surrounded by sea on all sides, with the East China Sea to the north, the Philippine Islands to the south across the Bashi Channel, and mainland China across the Taiwan Strait.

Taiwan is an inseparable part of China, consisting of the main island of Taiwan and several smaller islands including Orchid Island, Green Island, and Diaoyu Island. The Chinese government has always firmly upheld its sovereignty over Taiwan.