Microsoft

Cloud and AI, maker of Phi models and Azure AI

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Microsoft Releases FastContext-1.0: 4B-Parameter Repository Explorer Cuts Coding Agent Token Use by 60%

Microsoft released FastContext-1.0, a lightweight repository-exploration subagent for LLM coding agents spanning 4B to 30B parameters. The model reduced main-agent token consumption by up to 60% while improving end-to-end resolution rates by up to 5.5% on SWE-bench Pro when integrated with agents like GPT-5.4 and GLM-5.1.

2 min read
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Microsoft restricts Claude Fable 5 internally over 30-day data retention requirement

Microsoft has restricted internal employee access to Anthropic's newly released Claude Fable 5 model while its legal teams evaluate the company's new data retention requirements. The model requires storing prompts and outputs for 30 days to operate safety classifiers, with some content potentially retained for up to two years if flagged for policy violations.

2 min read
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Microsoft releases MAI-Thinking-1 reasoning model at 35B parameters, MAI-Code-1-Flash for GitHub Copilot

Microsoft announced two new language models: MAI-Thinking-1, a 35B parameter reasoning model available to select early partners, and MAI-Code-1-Flash, a 5B parameter coding model rolling out to GitHub Copilot individual users in VS Code. Both models were trained on commercially licensed data without distillation from third-party models.

2 min read
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Microsoft releases ASSERT, open-source framework for testing application-specific AI behavior using natural language

Microsoft released ASSERT (Adaptive Spec-driven Scoring for Evaluation and Regression Testing), an open-source framework that converts natural language descriptions of expected AI behavior into structured test cases. The tool addresses a gap in AI evaluation by testing application-specific behaviors that general benchmarks cannot capture.

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Microsoft launches MAI-Code-1 and MAI-Thinking-1 models to reduce OpenAI dependence

Microsoft announced two proprietary AI models at its Build developer conference: MAI-Code-1 for code generation and MAI-Thinking-1 for reasoning tasks. The models are designed to run on Azure infrastructure, allowing Microsoft to reduce costs from its $13 billion OpenAI investment while competing directly with Anthropic and Google.

2 min read
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Microsoft to announce MAI-Thinking-1 reasoning model and Windows 11 developer mode at Build

Microsoft will announce MAI-Thinking-1 at its Build conference on June 2, 2026, according to sources cited by The Verge. The model is Microsoft's first reasoning model and was not trained using distillation from other AI models. The company will also reveal MAI-Image-2.5 and MAI-Image-2.5-Flash image models, along with a new developer-optimized Windows 11 experience.

2 min read
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GitHub Copilot switches to token-based billing June 1, some users report costs jumping from $50 to $3,000

Microsoft is ending GitHub Copilot's flat-rate subscription model in favor of token-based billing starting June 1. Some developers report monthly costs rising from approximately $29-50 to $750-3,000, while others claim the increases only affect inefficient "vibe-coders" who iterate excessively without clear direction.

2 min read
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Microsoft strips color from Copilot interface in pursuit of 'intelligence that feels present but not imposing'

Microsoft has rolled out a visual overhaul for Copilot in Microsoft 365, replacing the colorful interface with a predominantly black-and-white, text-forward design. The redesign, aimed at making the AI assistant feel "present but not imposing," includes a new adaptive prompt surface and consistent side panel placement across Word, PowerPoint, and Excel.

2 min read
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Microsoft Releases Lens-Turbo: 3.8B-Parameter Text-to-Image Model Trained on 800M GPT-4.1-Captioned Images

Microsoft has released Lens-Turbo, a 3.8B-parameter foundational text-to-image model designed for efficient training and fast generation. The model was trained on Lens-800M, an 800 million image-text corpus with GPT-4.1 captions, and supports resolutions up to 1440×1440 with 4-step distilled inference.

2 min read
product updateMicrosoft

Microsoft Edge mobile adds multi-tab summarization, podcast generation, and browsing history recall via Copilot

Microsoft Edge mobile version 148 and higher integrates six AI-powered features from its desktop version, including the ability to summarize multiple tabs simultaneously, generate podcasts from web pages, and recall browsing history for continued conversations. The update also adds a Journeys feature that tracks research topics and a Study and Learn mode for interactive quizzes.

2 min read