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AMD CEO Lisa Su on the GPU shortage, the AI revolution, and Nvidia | Decoder
At this year’s Code Conference, the CEO of one the world’s largest computer chip companies discusses competing with Nvidia’s leading GPU, AI regulation, and the global supply chain. Presented by @PolestarCars
Read more: https://bit.ly/3ZEd5me
0:00 Intro
1:50 Interview
2:00 Lamini announcement
3:14 Chip market
5:24 CHIPS and Science Act
8:26 TSMC
8:50 Huawei seven-nanometer chip
10:11 Nvidia
13:40 CUDA and ROCm
15:44 PyTorch
18:03 Microsoft
18:50 Consumer prices and AI
20:55 Regulation
23:48 Gaming
24:24 Audience Q&A
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The AGI Moloch: Nash Equilibrium, Attractor States, and Heuristic Imperatives: How to Achieve Utopia
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AutoGen Tutorial 🚀 Create Custom AI Agents EASILY (Incredible)
In this video, I show you how to use AutoGen, which allows anyone to use multi-agent LLMs to power their applications. First, I give an overview of what AutoGen is, and then I show you how to use it with two examples.
Currently, AutoGen works with OpenAI's API, but they are already working on adding local models natively, and you can already do it through LiteLLM with a proxy server.
Enjoy :)
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Links:
https://www.microsoft.com/en-us/research/blog/autogen-enabling-next-generation-large-language-model-applications/
https://github.com/microsoft/autogen
https://microsoft.github.io/autogen/docs/Examples/AutoGen-AgentChat/
How to Brainstorm better than ChatGPT with Knowledge Graphs and GPT 4 | InfraNodus Tutorial
In this video, I demonstrate how you can develop your ideas using https://infranodus.com knowledge graphs and built-in GPT-4 AI. I'm using an example of "heart rate variability" as I'm currently working on an app and a wearable device that provides advanced insight into this health metric.
The core of the approach is to use the AI for inspiration, instead of having it write content for you. The "Idea generation" app in #infranodus will suggest you begin by writing an idea you want to develop. It will then suggest some more ideas for you to get going. You can add some of the to the knowledge graph and once there are a few, InfraNodus will address the structural gap in your thinking and propose a new research question that can link the topics you did not link yet together in a new way.
Try it out at https://infranodus.com
Our support portal: https://support.noduslabs.com
Timecodes:
0:00 Introduction
0:28 "Generate a new idea" app
1:20 How to process AI content
2:12 Using the knowledge graph to generate AI ideas
3:50 Make your own AI query
4:28 Elaborating an AI-generated idea
6:02 A big difference from using ChatGPT
7:23 "Human in the loop" AI
9:24 How to check if you're missing anything from your ideation process
10:30 Using the graph as a map to navigate your thinking process
15:42 Reveal non-obvious: slice off the knowns to get to the unknowns
18:11 Finding structural gaps in your thinking
...
If you're interested in the topic itself and want to learn more about HRV and its relation to sympathetic and parasympathetic nervous systems, please, read this article on our website (which is inspired by this tutorial:
https://noduslabs.com/research/how-to-measure-heart-rate-variability-hrv-using-fractals/
AutoGen - Build Custom AI Agents with Microsofts ai
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