prakhar@affmantra.com

OpenAI asked Trump administration to expand Chips Act tax credit to cover data centers

A recent letter from OpenAI reveals more details about how the company is hoping the federal government can support the company’s ambitious plans for data center construction. The letter — from OpenAI’s chief global affairs officer Chris Lehane and addressed to the White House’s director of science and technology policy Michael Kratsios — argued that…

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Anthropic Turns MCP Agents Into Code First Systems With ‘Code Execution With MCP’ Approach

Agents that use the Model Context Protocol MCP have a scaling problem. Every tool definition and every intermediate result is pushed through the context window, which means large workflows burn tokens and hit latency and cost limits fast. Anthropic’s new ‘code execution with MCP’ pattern restructures this pipeline by turning MCP tools into code level…

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Prior Labs Releases TabPFN-2.5: The Latest Version of TabPFN that Unlocks Scale and Speed for Tabular Foundation Models

Tabular data is still where many important models run in production. Finance, healthcare, energy and industry teams work with tables of rows and columns, not images or long text. Prior Labs now extends this space with TabPFN-2.5, a new tabular foundation model that scales in context learning to 50,000 samples and 2,000 features while keeping…

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How to Build an Advanced Multi-Page Reflex Web Application with Real-Time Database, Dynamic State Management, and Reactive UI

In this tutorial, we build an advanced Reflex web application entirely in Python that runs seamlessly inside Colab. We design the app to demonstrate how Reflex enables full-stack development with no JavaScript, just reactive Python code. We create a complete notes-management dashboard featuring two pages, real-time database interactions, filtering, sorting, analytics, and user personalization. We…

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Maharashtra becomes first Indian state to partner with Starlink for Satellite Internet rollout

Maharashtra has become the first Indian state to sign a formal agreement with Elon Musk’s Starlink, setting the stage for a statewide satellite internet rollout aimed at connecting rural and remote communities. Under the Letter of Intent (LoI) signed with Starlink Satellite Communications Pvt Ltd, the initiative will operate under the Digital Maharashtra mission, focusing…

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