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Teknisk djupgående analys av AI, Azure, Next.js och beslutet bakom.

286 inlägg

Running GPT-5.6 the enterprise way on Microsoft Foundry

GPT-5.6 (Sol, Terra, Luna) went GA in Microsoft Foundry on 9 July 2026, day-and-date with OpenAI, alongside a new Asia-Pacific Data Zone and a hosted agents runtime with VNet integration. A practical guide for Swedish and EU Azure teams: choosing between the three models, picking Global Standard versus EU Data Zone versus PTUs, worked cost math on the launch prices, and a two-week adoption checklist.

July 15, 2026845 visningarAI & Cloud Infrastructure

GPT-5.6 Sol vs Terra vs Luna: an Azure routing playbook

OpenAI released the GPT-5.6 series on 9 July 2026 in three tiers: Sol for hard reasoning and long autonomous runs, Terra for everyday work and Luna for speed and cost, with same-day availability in Microsoft Foundry and a new preferred-model role in Microsoft 365 Copilot. This playbook maps Azure workloads to the right tier, works the token math in SEK and flags the Copilot subprocessor setting Swedish admins must review before 24 July.

July 13, 2026697 visningarAI & Machine Learning

TypeScript 7 in production: a CI migration decision guide

TypeScript 7.0 reached general availability on 8 July 2026 with the Go-native compiler, cutting full builds by 8x to 12x and memory use by up to a quarter on Microsoft's published benchmarks. The release ships without a stable programmatic API until 7.1, which blocks typescript-eslint, framework template checking and Next.js detection, so the right move depends on which of three migration profiles your repo fits.

July 10, 2026549 visningarTypeScript

Scraping the web into your vector DB: EDPB's new rules

At its 122nd plenary on 7 July 2026 the EDPB adopted draft Guidelines 03/2026 on web scraping for generative AI and draft Guidelines 02/2026 on anonymisation, the first comprehensive GDPR framework for large-scale scraping of public web data into AI pipelines. We walk through the legitimate interest test, the new legal weight of robots.txt and ai.txt, the Article 9 lifecycle safeguards, and what it means for teams ingesting web content into RAG on Azure.

July 8, 2026459 visningarSecurity & Compliance

Claude Sonnet 5 in Microsoft 365 Copilot: EU tenant guide

Anthropic's Claude Sonnet 5 started rolling out in Microsoft 365 Copilot on 2 July 2026, beginning with Copilot Cowork and Copilot in PowerPoint, and for EU tenants it is a governance decision rather than a feature update. The Anthropic subprocessor arrangement changed in May 2026, the models run outside the EU Data Boundary, and Swedish admins now face concrete choices about tenant settings, pilot scoping and DPIA updates.

July 3, 2026635 visningarAI & Machine Learning

Claude Sonnet 5 vs Opus 4.8 vs GPT-5.5: agent cost math

Anthropic launched Claude Sonnet 5 on 30 June 2026 at an introductory 2/10 dollars per million tokens, posting 63.2% on SWE-bench Pro and near-Opus agentic performance at 40-60% of the cost per task. We run the cost math against Opus 4.8 and GPT-5.5, set out a routing framework for when the cheap model wins, and draw the continuity lesson from the eighteen-day Fable and Mythos export-control pause.

July 1, 2026603 visningarAI & Machine Learning

Claude on Azure is GA: Foundry deployment and CCU costs

Claude Opus 4.8 and Claude Haiku 4.5 are now generally available in Microsoft Foundry, hosted on Azure with Entra ID authentication, prompt caching, extended thinking and billing through Claude Consumption Units on your existing Azure invoice. Deployment steps, the CCU cost model compared with Azure OpenAI, and the data-residency caveats Swedish and EU teams should assess before production use.

June 30, 2026912 visningarAI & Cloud Infrastructure

Computer use agents for legacy UIs: Gemini Flash vs Azure

Google made computer use a native tool in Gemini 3.5 Flash on 24 June 2026, putting vision-based UI agents in its low-cost tier for browser, mobile and desktop automation. A comparison with Azure AI Foundry's Computer Use and Browser Automation previews, with a decision framework for legacy-UI automation and the GDPR implications of shipping screenshots to a model endpoint.

June 25, 2026462 visningarAI & Machine Learning

Copilot Cowork is GA: a rollout and cost-control playbook

Microsoft made Copilot Cowork generally available worldwide on 16 June 2026, giving every Microsoft 365 Copilot tenant an agentic system that plans and delivers multi-step work, billed through Copilot Credits at 0.01 dollars each with no usage bundled into the license. Swedish IT teams now need spending limits, a DPIA update for the Anthropic-by-default model lineup, and a clear answer on when Cowork beats building a Foundry agent.

June 19, 2026380 visningarAI & Machine Learning

AI Act deadlines moved: what still lands August 2, 2026

On 16 June 2026 the European Parliament approved the Digital Omnibus amendments 423-57, moving Annex III high-risk AI Act obligations to 2 December 2027 and product-embedded obligations to 2 August 2028. Article 50 transparency duties and the Commission's GPAI enforcement powers were not delayed, which leaves Swedish enterprises six weeks to ship chatbot disclosure, content marking and a documented GPAI position before 2 August 2026.

June 17, 2026469 visningarSecurity & Compliance

Who will knock on your door about AI in Sweden? IMY, mostly

On 15 June 2026 IMY confirmed its role as market surveillance authority for the EU AI Act, with responsibility covering AI systems in areas such as law enforcement and credit assessment, alongside PTS and Finansinspektionen. For Swedish enterprises this puts GDPR and AI Act supervision under one regulator, and IMY's sandbox role offers a way to get data protection guidance before enforcement reaches full strength in 2027.

June 15, 2026704 visningarSecurity & Compliance

CADA explained for Azure customers: EU cloud sovereignty

On 3 June 2026 the European Commission proposed the Cloud and AI Development Act, a regulation that introduces four Union assurance levels for cloud sovereignty and aims to at least triple EU data centre capacity within five to seven years. For Swedish public-sector and regulated teams on Azure, the framework will decide which workloads can stay on a US hyperscaler and which need an EU-controlled alternative, so the classification work should start now.

June 10, 2026365 visningarSecurity & Compliance