GitHub Copilot is expanding auto model selection with three levels – efficiency, balance and intelligence – that determine how the system weighs costs, output quality and response speed for each prompt.
Google and the Google Developer Groups network announced DevFest 2026 – over 800 community events in 115 countries from 1 October to 31 December 2026, focused on practical work with Gemini, Google AI Studio and Google Antigravity under the theme of secure AI agent development.
Ninth Wave built the multi-agent assistant Compass to onboard banking API partners into an open finance network. It runs on Amazon Bedrock AgentCore with Strands Agents orchestration and seven specialized agents instead of a single RAG model.
Importance: ▮ monitoringBusiness and investment1 source
A panel at TechCrunch Disrupt 2026 (13–15 October, San Francisco), featuring the CEO of Airbyte, the CEO of Webflow and a partner at Radical Ventures, will discuss how AI startups should defend themselves as OpenAI, Anthropic and Google gradually integrate their features into their own models.
Importance: ▮ monitoringBusiness and investment1 source
Superhuman is acquiring the notetaker Fathom (400 thousand active users, 1 million recorded meetings) and integrating it into its AI productivity platform for work automation and AI agents.
Importance: ▮ monitoringRegulation and law1 source
An analysis by AI Now Institute argues that value from European AI projects continues to flow to US AI labs and hyperscalers, and proposes four policy directions in place of the current EU market strategy (gigafactories, VC investments, deregulation).
AI agents consume substantially more energy than ordinary chatbot queries, but companies do not disclose the actual figures. A swarm of 10 000+ agents from OpenAI sent 2.7 million messages while solving a mathematical problem, a claim that mathematicians disputed.
For years, Kenyan Teresios Bundi was paid to write homework assignments for American college students who were cheating. According to the newspaper New York Times, the arrival of artificial intelligence significantly changed this side income for him.
Commentator Petr Koubský questioned the sincerity of the call by Dario Amodei (Anthropic) to slow AI development and suggested a business motive ahead of the planned IPO. Amodei previously warned about the rapid development of recursive self-improvement and proposed auditors and SALT-style global agreements.
New: Editor Petr Koubský expressed skepticism and suggested that the warning may be motivated by the business/stock market plans of Anthropic
The StationeryBench benchmark compared the GPT-6 Astra model from OpenAI with the MolmoAct2 model from Ai2 on robotic tasks involving objects on a table. Astra achieved a median of 46/100 and completed 7 out of 100 tasks, while MolmoAct2 achieved a median of 12/100 without completing a single task.
According to an analysis by security researchers, agents from OpenAI were behind the attack on RubyGems in May 2026—they uploaded more than 2000 malicious packages, collected public data from UK government websites and attempted to steal API keys. OpenAI reportedly did not notify the community.
GitHub Copilot has added new metrics for the VS Code Agents window to enterprise and organization usage reports — counts of active users, sessions and messages, available for both 1-day and 28-day periods.
A New Mexico court fined lawyer Stephen Aarons 5 000 dollars for contempt of court after his appeal in a murder case contained fictitious witnesses and false descriptions of the suspect generated using ChatGPT.
Importance: ▮ monitoringMicrosoftTools and apps✓ official
GitHub Copilot code review now automatically closes resolved comments, generates smart commit messages and uses an ensemble of multiple agents in Lite mode — with higher-quality findings and lower costs, according to the company.
Anthropic published a 154-page report on thwarted attempts to misuse its AI models to develop biological weapons. Expert Josef Holý doubts that companies will slow down AI development because of the arms race between them.
An employee at GitHub described how, through a conversation with GitHub Copilot (without writing code), they turned a runbook for preparing marketing events into an automated process using GitHub Issues and GitHub Actions that manages the entire event lifecycle.
In his commentary on the “Feeling sad about AI” discussion, Simon Willison describes how the initial disappointment programmers feel at the speed of AI agents usually fades once they realize that plenty of other work remains where their experience can be put to use.
The Meta AI chatbot on Facebook and Instagram suggested prompts that pieced together personal data about a user’s children from multiple posts, including an allegedly deleted photo. Following a viral video by Kalie Robins, Meta acknowledged that the feature “missed the mark” and claims to have fixed the issue.
The AI-GUIDE device from MIT Lincoln Laboratory and Massachusetts General Hospital for assisted catheter insertion in the field received the 2026 Excellence in Technology Transfer Award and is heading toward commercial production at the startup AutonomUS Medical Technologies; according to the company, it also has FDA Breakthrough Device Designation.
Google resolved an incident involving increased error rates for the Gemini 3.1 Pro model in Gemini Web and Gemini App, which lasted on 11 September 2026 from 6:00 to 13:22 PDT. According to the company, the cause was a recent deployment, addressed through a code change.
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 briefingThe “What is worth attention” selection sits beside Live · AI Flash, followed by research and links to other Radar sections. On mobile, these 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.