GPT-5.4 links professional work with a larger tool surface
OpenAI's March 2026 release made long context and tool-enabled workflows part of the model migration discussion.
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XMH.NET BLOG
AI industry & image API updates in 2026 — Page 3
Important developments in AI. Practical context for the people building with it.
Model releases, developer tools, infrastructure, and image workflows — with primary sources and concise analysis.
RSS feed ↗2026 event archive
36 articles · Page 3 of 3Sorted by event date. Historical coverage shows the event date separately from the article's actual publication date.
Gemini 3.1 Flash-Lite targets the economics of frequent requests
Google's March 2026 preview put high-volume, latency-sensitive workloads at the center of a smaller model tier.
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Nano Banana 2: evaluating Gemini 3.1 Flash Image Preview
A practical pilot plan for the second-generation Nano Banana release.
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Gemini 3.1 Pro focuses the comparison on complex problem solving
Google's February 2026 release strengthened its reasoning-oriented model lineup across developer and consumer products.
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Claude Sonnet 4.6 makes model-tier boundaries worth revisiting
The February 2026 release emphasized coding, computer use, and long-context work in Anthropic's middle tier.
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GPT Image in the Batch API: plan for completion, not instant previews
How to evaluate asynchronous image work for catalogs and other scheduled production tasks.
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JSON image edits: choosing URLs, file IDs, or multipart uploads
The February 2026 Images API update and what it changes in an image asset pipeline.
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Claude Opus 4.6 brings larger project context into demanding work
Anthropic's February 2026 release emphasized sustained coding and professional tasks, with a larger context option in beta.
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Xcode's Claude Agent SDK integration closes a visual feedback loop
The February 2026 integration brought more autonomous coding work into Apple's native development environment.
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Gemini 2.5 Flash Image Preview has shut down: clean up old references
A post-retirement check for applications, examples, and saved image jobs.
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A GPT Image edit fix: why explicit settings need regression checks
The January 2026 fidelity correction and a small test strategy for image-editing applications.
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NVIDIA Rubin makes AI infrastructure a system-level discussion
The January 2026 platform announcement combined compute, networking, and memory-related components in a coordinated design.
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About this publication
Published by XMH.NET Editorial at SUPER GIANT TECHNOLOGY CO., LIMITED. We link to primary sources and distinguish announcements from our analysis. Historical articles reflect the stated event; current availability and terms may differ. Diagrams explain concepts and are not provider benchmarks.
We cover the wider AI industry; XMH.NET's services focus on image generation and editing APIs. For corrections, email postmaster@xmh.net.