prakhar@affmantra.com

Microsoft’s plan to fix its chip problem is, partly, to let OpenAI do the heavy lifting

Microsoft is taking a page from OpenAI’s playbook, literally. Bloomberg first reported that the tech giant plans to leverage its partner’s custom chip development to bolster its own struggling semiconductor efforts, a move that looks increasingly pragmatic given Microsoft’s lackluster performance compared to rivals like Google and Amazon. The arrangement is straightforward: OpenAI is designing…

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Lawmakers warn Democratic governors that states are sharing drivers’ data with ICE

A group of Democratic lawmakers have sent letters to several state governors, including in Arizona, California, Colorado, and Wisconsin, warning that their states are inadvertently sharing drivers’ data with federal immigration authorities. The letter, which was first reported by Reuters, told governors that their states are providing U.S. Immigration and Customs Enforcement (ICE) and other…

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OpenAI Introduces GPT-5.1: Combining Adaptive Reasoning, Account Level Personalization, And Updated Safety Metrics In The GPT-5 Stack

OpenAI has released GPT-5.1 as the next iteration in the GPT-5 family, with 2 core variants, GPT-5.1 Instant and GPT-5.1 Thinking. The update focuses on 3 axes, adaptive reasoning behavior, clearer explanations, and stronger control over tone and safety. Model Lineup And Positioning GPT-5.1 Instant is the default conversational model in ChatGPT. OpenAI describes it…

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How to Build a Fully Functional Custom GPT-style Conversational AI Locally Using Hugging Face Transformers

In this tutorial, we build our own custom GPT-style chat system from scratch using a local Hugging Face model. We start by loading a lightweight instruction-tuned model that understands conversational prompts, then wrap it inside a structured chat framework that includes a system role, user memory, and assistant responses. We define how the agent interprets…

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