The operator is investigating an increased rate of errors on the usage page on platform.claude.com and at the usage report endpoint in Admin API. According to the operator, requests through Messages API are not affected.
The Intelligent UI feature in ChatGPT also includes interactive forms. GPT-6 models can respond while reasoning, which OpenAI says reduces waiting time by 44 %. The rollout is global and is proceeding gradually by plan.
New: Intelligent UI also supports interactive forms.; OpenAI says it trained GPT-6 to decide when to use interactive visualizations and how to format them.
Importance: ▮▮ importantAnthropicNew models✓ official
Claude Haiku 5.5 is available through Claude API and four cloud offerings. It has a context window of one million tokens, a maximum output of 128 thousand tokens and support for adaptive thinking with the effort parameter.
Importance: ▮▮ importantAnthropicTools and apps✓ official
According to the quoted announcement, the price of reading from the prompt cache for Claude Sonnet 5.5 has fallen from 0.20 to 0.10 USD per million tokens. The price of cache writes and all other prices remain unchanged.
Importance: ▮ monitoringAnthropicTools and apps✓ official
The Python and TypeScript SDKs now offer beta classes for connecting the browser use and computer use tools to custom automation. The developer implements the tool methods, while the SDK handles the tool-calling loop.
In Claude Managed Agents, the allowed_hosts list now also applies to web_search and web_fetch in cloud environments with restricted networking. Servers that are not allowed are omitted from search results, and the tool returns an error when fetching a page.
Importance: ▮ monitoringAnthropicTools and apps✓ official
Under restricted network access, HTTP 400 is returned if allowed_domains for the enabled web tool contains a host outside allowed_hosts. The check applies both to session creation and to an update that adds such an entry.
IDE updates are expected to restore accurate reporting of GitHub Copilot agent activity. The fix is available in Visual Studio Code from version 1.139.0; GitHub expects it for other IDEs by November 2026. Missing activity cannot be recovered retroactively.
OpenAI is investigating degraded service in Workspace Agents. According to the status page, responses may not appear for users during the incident. The Agent component is experiencing degraded performance.
Musubi released PolicyLM-1.7B with open weights. It uses rules written in English to decide whether content belongs to a specified category. According to the company, evaluation takes less than 50 milliseconds, and changing the rules does not require retraining.
Importance: ▮▮ importantGoogleNew models✓ official
Google released the open model EmbeddingGemma 2, which converts text, code, images, video and audio into a shared space of numerical vectors. It has 740 million parameters, uses the Apache 2.0 license and can run locally without an API key.
Importance: ▮ monitoringRegulation and law1 source
An appeals court in Arizona has ordered a reassessment of the original sentence of 10.5 years in prison for Gabriel Horcasitas. According to the court, the AI video of the victim unduly influenced the judge and made the sentencing proceedings fundamentally unfair. The conviction remains in place.
Hark Pro is publicly available for free, with a subscription for intensive use. According to Hark, it uses a model trained to operate a computer. Users can grant access to email, calendars, files and payment details.
OpenAI reports issues with Agents API and Computer Use on its status page. It reports degraded performance for the Agents component; the incident status is Investigating.
Importance: ▮ monitoringAmazonTools and apps1 source
AWS has published a guide on making shared capacity in Amazon SageMaker HyperPod available to teams through projects in Amazon SageMaker Unified Studio. It distinguishes four layers of control and leaves infrastructure management to the infrastructure team.
Importance: ▮ monitoringAmazonTools and apps✓ official
AWS has made it possible to create, configure, start and stop Amazon SageMaker Spaces environments directly through Amazon SageMaker Studio. It supports JupyterLab and Code Editor environments on Amazon SageMaker HyperPod EKS clusters; an administrator must prepare the add-on and permissions.
AWS describes how to add a voice assistant to an airline application for bookings and questions about conditions of carriage. Amazon Bedrock AgentCore Gateway exposes application services via MCP. The example uses synthetic data.
According to its status update, OpenAI is rolling out mitigation measures to address errors when processing large PDFs in the Responses API. The incident has the status Identified, and the Responses service is experiencing degraded performance.
Step 1 of 4 · How AI Radar works
One clear overview from dozens of sources
AI Radar monitors Czech and international sources every day, looking for changes that truly deserve attention.
MonitorsOfficial AI company blogs, specialist media, and research sources.
Selects and combinesFilters out information noise and combines articles about the same change into a single event.
Summarizes and explainsExplains significant events in English: what happened, why it matters and where the information comes from.
The result is a quick overview of what has actually changed in the AI world, rather than another stream of articles.
Use the CS/EN switch to read the same Radar in Czech or English. English content is published after its translation has been checked, so new and older items may appear later.
Everything you need to navigate the AI world
Today’s briefingAn overview of news from the past 24 hours and a main story when available. Beside them is Live · AI Flash, followed by research and links to other Radar sections. On mobile, the blocks appear one below another.
AI FlashAn ongoing feed of brief updates with an evidence status. Links lead to a Radar detail page when one is ready, otherwise to the original source. You can also find reset and outage histories here.
Practical applicationsWhat new tools and features can do, what you can try and what their actual impact could be.
Model selectionModel comparison by type of work, capabilities, price and speed.
Research and archiveA separate research overview, topic search and older events by date.
One event, everything that matters
Each row represents one event — not one article. At a glance, you can see its significance, credibility and main point.
Illustrative example, not a current news item.
Importance: ▮▮▮ majorOpenAIModels✓ 6
Agent mode is available to all paying users
Until now, the mode was available only on the highest plan; it is now available on all paid tiers without a waitlist.
▮▮▮ major · ▮▮ important · ▮ we're tracking = how significant the change is✓ 6 = six independent publishers, not the number of articles or feeds✓ official = a clear release, law or incident is substantiated by the relevant authority1 source = no independent confirmation yetbold = who is behind the changegray text = a brief summary of what happened
The detail page contains a fuller summary, its significance and original sources. Practical impact appears in the detail and the For individuals and For businesses views. An AI Flash item reaches the main selection only after it has been expanded and meets the publication rules.
The same news, two practical uses
We first summarize each event in the same way for everyone. Based on those same facts, we then explain what the change means for your own use and what it could mean for how a company operates.
For individualsWhat you can use or try, how the change can help you at work and what to watch out for.
For businessesWhat impact the change could have on processes, costs, risks and other business decisions.
Today’s briefing is the same for everyone. Pages
For individuals and For businesses
can be found in the main navigation — they select only events relevant to the given use case.