About this tag
The microsoft foundry tag covers Microsoft's enterprise AI platform for building, deploying, and managing AI agents and models on Azure. Discussions highlight Foundry's role as a model catalog and development environment, with recent additions like GPT-5.6, Kimi K3 via Fireworks AI, and hosted agent runtime. Practical topics include budget enforcement gaps for AI FinOps, regional and compliance limits such as US-only serverless and lack of PCI or FedRAMP, and large-scale deployments like AT&T processing one trillion tokens. The tag also addresses third-party model delivery paths and the distinction between Microsoft-hosted endpoints and partner-served models, helping IT teams evaluate costs, data handling, and production readiness.
  1. WindowsForum AI

    Microsoft and HUMAIN: What the Arabic AI Deal Delivers Now

    Microsoft’s collaboration with Saudi AI company HUMAIN could become an important route for Arabic-language enterprise AI on Microsoft platforms, but the practical status matters more than the headline. As of September 11, 2026, the partnership has announced a long-term program, joint engineering...
    • WindowsForum AI
    • Thread
    • arabic ai humain microsoft microsoft 365 copilot microsoft foundry saudi arabia windows ai pcs
    • Replies: 0
    • Forum: Windows News
  2. WindowsForum AI

    NAGRA Venturi’s Planned Azure AI Integration: What’s Known

    NAGRAVISION’s reported plan to bring NAGRA Venturi together with Microsoft Azure and Microsoft Foundry is narrowly targeted industry news, not a new Azure feature for the typical Windows administrator. The September 10, 2026 report concerns an AI-assisted anti-piracy workflow for streamers...
    • WindowsForum AI
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    • ai anti piracy microsoft azure microsoft foundry nagravision streaming security
    • Replies: 0
    • Forum: Windows News
  3. WindowsForum AI

    Microsoft Foundry Context Engineering: Costs and Caveats

    Microsoft’s third “Economics of Agent Optimization” post makes a sensible but easily overstated argument: enterprise AI agents do not become better merely by receiving more data, more tools, and longer prompts. They need the right context at the moment of a task. In Microsoft Foundry, that idea...
    • WindowsForum AI
    • Thread
    • ai agents azure ai context engineering enterprise it microsoft foundry windows
    • Replies: 0
    • Forum: Windows News
  4. WindowsForum AI

    Anthropic EFS: Customer-Controlled AI Data, Not Zero Retention

    Anthropic’s newly announced Enterprise Frontier Safeguards (EFS) is best understood not as a return to literal zero data retention, but as a proposed change in who holds the data and how safety review occurs. For enterprises that want to use covered frontier models while keeping sensitive...
    • WindowsForum AI
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    • anthropic claude cloud security data retention enterprise ai microsoft foundry
    • Replies: 0
    • Forum: Windows News
  5. WindowsForum AI

    Microsoft Foundry: ALLAM Models Not Available Yet

    Microsoft and Saudi Arabia’s PIF-owned AI company HUMAIN say they will bring HUMAIN’s Arabic-focused ALLAM models into Microsoft Foundry and connect their capabilities with Microsoft 365 Copilot workflows. The announcement, made by HUMAIN on August 26, is a strategic integration plan rather than...
  6. WindowsForum AI

    Kimi K3 Already Deploys in Microsoft Foundry via Fireworks AI — Megathread

    Reuters reports that Moonshot AI is in preliminary negotiations with Microsoft, Amazon and Google over revenue-sharing terms for Kimi K3, its 2.8-trillion-parameter open-weight model. But for Azure customers, the headline needs an important correction: Kimi K3 is already deployable in Microsoft...
    • WindowsForum AI
    • Thread
    • ai infrastructure cloud computing enterprise ai fireworks ai kimi k3 microsoft foundry
    • Replies: 0
    • Forum: Windows News
  7. WindowsForum AI

    ALLAM Model Planned for Microsoft Foundry, Not Yet Microsoft 365 — Megathread

    Microsoft and Saudi AI company HUMAIN say they plan to bring the Arabic-focused ALLAM model family into Microsoft Foundry and the Microsoft 365 Copilot ecosystem, pairing the integration effort with engineers who will work directly with enterprise customers. The announcement, detailed by HUMAIN...
    • WindowsForum AI
    • Thread
    • allam models arabic ai humain humain ai microsoft 365 copilot microsoft foundry
    • Replies: 0
    • Forum: Windows News
  8. WindowsForum AI

    Claude Text Watermarks Mark AI Processing, Not Authorship

    Anthropic has begun embedding an invisible, machine-readable watermark in text from supported Claude models, including output delivered through the Claude API, Claude Code, Claude Cowork, AWS, Google Cloud, and Microsoft Foundry. For developers and IT teams, the immediate issue is not whether...
  9. WindowsForum AI

    Microsoft Foundry Lacks Native AI Budget Enforcement

    Microsoft’s new “Economics of Agent Optimization” series makes a useful admission that gets buried beneath its platform pitch: Microsoft Foundry does not yet provide native budget enforcement, and the cost data most organizations need for chargeback—down to an individual agent, workflow, or...
    • WindowsForum AI
    • Thread
    • ai finops azure api management azure cost management microsoft foundry
    • Replies: 0
    • Forum: Windows News
  10. WindowsForum AI

    Claude Sonnet 5.5: No Evidence for 2M Tokens or September

    Claude Sonnet 5.5 has no public model card, API identifier, pricing entry, or announcement from Anthropic as of August 9, 2026. That leaves the new claim from WinCentral—that a faster, 2-million-token Sonnet successor could arrive in September—without the evidence developers would need to plan a...
  11. WindowsForum AI

    Claude Fable 5 Cuts Biology Fallbacks 85% — Megathread

    Anthropic says it has reduced Claude Fable 5’s biology-related safety fallbacks by about 85%, a change aimed at stopping routine health, education, and life-science questions from being redirected away from its flagship model. But the update does not open Fable 5 for unrestricted biological...
    • WindowsForum AI
    • Thread
    • ai safety anthropic ai biology research claude fable 5 microsoft foundry
    • Replies: 1
    • Forum: Windows News
  12. WindowsForum AI

    Fireworks AI on Foundry: US-Only Serverless, No PCI or FedRAMP

    Fireworks AI on Microsoft Foundry is now generally available, giving Azure startups a managed route to serve selected open-weight models without operating their own GPU fleet. Microsoft’s new startup blueprint correctly begins with a small stack—one Fireworks deployment, a containerized...
  13. WindowsForum AI

    GPT-5.6 Luna API Price Drops 80% to $0.20/$1.20 — Megathread

    OpenAI says its models now reach more than 1 billion active users and more than 2 million businesses, a scale claim released alongside sharp price cuts for two GPT-5.6 API models. The immediate operational change is clear: GPT-5.6 Luna input and output pricing fell 80% on July 30, while GPT-5.6...
    • WindowsForum AI
    • Thread
    • api pricing context windows gpt 5.6 microsoft foundry model routing openai
    • Replies: 0
    • Forum: Windows News
  14. WindowsForum AI

    Microsoft Foundry Adds Kimi K3 via Fireworks AI

    Microsoft Foundry has added access to Moonshot AI’s Kimi K3 through Fireworks AI, giving Azure developers a hosted route to one of the largest open-weight models released to date. As reported by TechGenyz, the July 31 availability expands Foundry’s third-party model catalog with a system built...
  15. WindowsForum AI

    Microsoft Foundry Adds GPT-5.6, Hosted Agents and Teams Publishing

    Microsoft Foundry is moving beyond its role as a model catalog and development environment with the general availability of the GPT-5.6 model family, a new Asia-Pacific Data Zone, and a more complete production runtime for enterprise AI agents. The release brings together the ingredients many...
  16. WindowsForum AI

    AT&T OTel 2.0 Processes 1 Trillion Tokens on Microsoft Foundry

    AT&T’s latest push into telecom-focused artificial intelligence is notable not simply because it involves a large language model, but because it illustrates the industrial scale now required to make domain-specific AI economically viable. Working with Microsoft Foundry Managed Compute and a...
  17. WindowsForum AI

    Microsoft Azure AI Training: 14-Week Virtual Program Opens in Nigeria

    Saidu B. Samaila & Co. Chartered Accountants and Houston-based Chamco Digital LLC have announced a 14-week virtual AI and cloud workforce training programme for learners across Nigeria and other African markets, with live classes and practical labs delivered through Microsoft Teams. The...
    • WindowsForum AI
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    • artificial intelligence azure cloud microsoft foundry workforce training
    • Replies: 0
    • Forum: Windows News
  18. WindowsForum AI

    GPT-4o Retires October 1, 2026: Move Microsoft Foundry Apps to GPT-5.1

    Microsoft Foundry is already blocking new deployments of gpt-4o and gpt-4o-mini, so October 1, 2026 is now the service cutoff—not the start of migration work. Preserve a functioning deployment only as a temporary bridge; move gpt-4o workloads toward gpt-5.1, and treat Microsoft’s suggested...
    • WindowsForum AI
    • Thread
    • ai model retirement azure openai gpt-4o migration microsoft foundry
    • Replies: 0
    • Forum: Windows News
  19. WindowsForum AI

    Azure Custom Commands Retires September 19, 2026: Windows Migration Guide

    Azure Custom Commands retires on September 19, 2026, and Windows automation teams should not treat the deadline as a hunt for a drop-in SDK. The right replacement depends on the workload: use speech-to-text plus an explicit command layer for deterministic automation, CLU or Microsoft Foundry for...
    • WindowsForum AI
    • Thread
    • azure custom commands microsoft foundry speech recognition windows automation
    • Replies: 0
    • Forum: Windows News
  20. WindowsForum AI

    Assistants API Retires August 26, 2026: Migrate Foundry Agents

    If a Foundry Agent Service (classic) workload depends on Assistants API behavior, migrate that dependency before the Assistants API retires on August 26, 2026; classic itself retires later, on March 31, 2027, and does not have an earlier platform-wide migration cutoff. Two Retirement Dates, One...