NVIDIA's Next-Gen AI Chips

New chips from NVIDIA?? Sign us up…

In this edition we’ll be covering…

• The latest developments on NVIDIA’s AI Empire

• A tutorial on how to use a GitHub MCP Server with Claude

• A tutorial on how to create study guides with NotebookLM

• 5 trending AI signals

• 3 AI tools to explore

• And much more…

The Latest in AI

NVIDIA’s AI Empire Just Got Bigger

NVIDIA’s AI empire is expanding at breakneck speed.

This week at its GTC Conference, the company unveiled its latest AI GPUs—Blackwell Ultra, Vera Rubin, and Rubin Ultra—as it looks to solidify its lead in AI computing for years to come.

Here’s what’s coming:

• Blackwell Ultra GB300 (2025): A beefed-up version of Blackwell with 50% more memory but the same AI performance (20 petaflops).

• Vera Rubin (2026): 3.3x the power of Blackwell Ultra, with 50 petaflops of AI processing power.

• Rubin Ultra (2027): A monster 100-petaflop AI chip with 1TB of memory, promising 14x the performance of today’s best NVIDIA systems.

So What?

CEO Jensen Huang isn’t just pushing faster GPUs—he’s betting big on AI infrastructure. The company just joined a Microsoft-backed AI Infrastructure Partnership (AIP), a $100 billion investment effort to expand U.S. AI data centers and power grids.

As it looks to build upon the AI economy, the company is ensuring that every major AI breakthrough runs on NVIDIA hardware.

Is this a good thing? For my NVIDIA investment, absolutely, but for open and accessible AI? That remains to be seen…

Innovation Showcase

Use Model Context Protocol to Connect Claude to GitHub

Model Context Protocol (MCP) is changing the game for AI agents by making it way easier to connect real-time data and external tools—without custom integrations.

Instead of manually wiring up APIs every time, MCP provides a universal way for LLMs to interact with external services like databases, cloud tools, and applications.

Unlike traditional tool calling, MCP lets LLMs auto-discover and interact with tools.

Here’s how you can set up your own GitHub MCP Server with Claude Desktop:

1. Download and install Claude Desktop.

2. Navigate to: Settings → Developer → Edit Config.

3. Open the claude_desktop_config.json file in an IDE.

4. Paste the following configuration to set up your GitHub MCP server.(this is done via npx but you can also set this up using Docker if preferred):

{
  "mcpServers": {
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ],
      "env": {
        "GITHUB_PERSONAL_ACCESS_TOKEN": "<YOUR_TOKEN>"
      }
    }
  }
}

5. Restart Claude Desktop and click the hammer button below the chat window—you should now see GitHub-related tools.

6. Start pushing code through Claude!

AI Visualized

Create a Study Guide for Anything with NotebookLM

Google’s NotebookLM just got even better. Known for its AI-powered audio overviews and podcast generation, the tool now lets you automatically create a study guide from PDFs, YouTube videos, Google Docs, and more all in one place.

Here’s how you can generate a tailored assessment to help you study:

1. Go to NotebookLM and either open an existing notebook or create a new one.

2. Upload your study material.

3. Navigate to the Studio section

4. Click Study Guide to generate key questions, summaries, and structured learning material.

Pro Tip: Use multiple sources at once to get a more comprehensive breakdown of the topic!

Quick Bites

Stay updated with our favorite highlights, dive in for a full flavor of the coverage!

Meta’s flagship LLM, LLaMA, just hit 1B downloads.

An Italian newspaper has said it is the first in the world to publish an edition entirely produced by artificial intelligence.

A Texas private school has integrated AI, and apparently students are learning “faster”.

At GTC 2025, NVIDIA CEO Jensen Huang introduced Blue, a cutting-edge AI-powered robot developed in collaboration with Disney Research and Google DeepMind.

Elon Musk’s AI company, xAI, has acquired Hotshot, a startup working on AI-powered video generation tools along the lines of OpenAI’s Sora.

Trending Tools

🧠 Model Context Protocol Servers - a collection of reference implementations for the MCP, as well as references to community built servers and additional resources.

🔋 Aldea Catalyst - Validate your business idea with AI-driven insights.

🎙️ Udio - an AI music generator that allows users to create custom music, lyrics, and even vocals based on prompts.

The Neural Network

People are kinda cooking with the new multimodal Gemini features.

So much so that it’s designing full on game worlds…

Until we Type Again…

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