CODE

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Fast Simplex: 2-Simplicial Attention in Triton

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@ceobillionaire

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04 July 2025 16h28

Fast and Simplex: 2-Simplicial Attention in Triton Roy et al.: https://
arxiv.org/abs/2507.02754 #ArtificialIntelligence #DeepLearning #MachineLearning

→ View original post on X — @montreal_ai

Fast Simplex 2-Simplicial Attention Architecture in Triton

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@montreal_ai

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04 July 2025 16h26

Fast and Simplex: 2-Simplicial Attention in Triton Roy et al.: https://
arxiv.org/abs/2507.02754 #ArtificialIntelligence #DeepLearning #MachineLearning

→ View original post on X — @animaanandkumar

Tensor Methods in Deep Learning: TensorLy PyTorch Integration

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@animaanandkumar

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04 July 2025 14h49

I have been advocating tensor methods for almost decade and a half. Take a look at our tensor methods in deep learning from a few years ago https://
arxiv.org/abs/2107.03436 Tensorly package allows defining tensor operations in Pytorch seamlessly http://
tensorly.org @JeanKossaifi

Building and Deploying Agent Networks with A2A Protocol

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04 July 2025 14h31

So, that's how you can build and deploy your own Agent network using A2A protocol.

To recap:
– MCP connects agents to external tools
– A2A enables agent to agent collaboration

I hope you enjoyed this tutorial! 🥂 pic.twitter.com/UjRb9OFld2
— Akshay 🚀 (@akshay_pachaar) 4 juillet 2025

So, that's how you can build and deploy your own Agent network using A2A protocol. To recap:
– MCP connects agents to external tools
– A2A enables agent to agent collaboration I hope you enjoyed this tutorial!

Simple Agents Can Be Customized for Any Purpose

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04 July 2025 14h31

For didactic purpose we've kept these agents very simple but they can be anything your want. Below, we send another query and again get the correct output. Check this

Routing Queries to Appropriate Agents in Network

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04 July 2025 14h31

Querying the agent network With that, we can send a query to our network and see if it is being routed to the appropriate Agent. Below, we have a query to compute the Tangent, and our router directed it correctly. Check this code

Client-Side Agent Integration and Intelligent Query Routing

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04 July 2025 14h31

Next comes, client-side Agent integration Now that Agents have been hosted and deployed, a client can integrate them into their existing applications. We also add a router to intelligently direct queries. Here's how we do it

Building and Deploying the Tangent Agent with Complete Code

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04 July 2025 14h31

And finally, build and deploy the third agent, a Tangent Agent. Here's the full code

→ View original post on X — @aravsrinivas

AI-Powered Excel Tool for Financial Analysts and Investors

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@aravsrinivas

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04 July 2025 2h51

AI transformed VSCode for software engineers. No one has done it for Excel for financial analysts and investors. What would the Cursor for Excel look like, focused on financial analysts? Looking for a few engineers that have Excel plugin experience and love finance. Send me your