A practical perspective for individuals
We turn new tools and features into one question: what can you do with them today, without unnecessary hype?
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A specific item, procedure and conditions verified in the original source.
What you can tryOpen-source code and SDK for the Muse Gadgets project, for custom devices with the Muse agent.
HowProgram an ESP32 board or set up a Raspberry Pi using the published SDKs for the Muse Gadgets project.
TermsYour own ESP32 board or Raspberry Pi computer.
Check access at the source ↗What you can tryQwen-Image-2.1 for generating and editing images, including transparent RGBA images
HowOpen the Qwen-Image-2.1 model demo on Hugging Face and try generating or editing an image.
TermsThe research license prohibits commercial use; commercial use requires requesting a separate license from the Qwen team.
Check access at the source ↗What you can tryBootLoops, an open-source tool for precise scientific calculations with language models
HowDownload the source code for BootLoops from GitHub.
Check access at the source ↗What you can trySpeech feature for generating spoken word with optional musical backing
HowOn the Suno service website, open the Create tab, select Speech, and in Simple mode enter a description of the desired recording.
TermsPublic beta; the maximum recording length is approximately eight minutes.
Check access at the source ↗What you can tryREST API and GraphQL API for GitHub Copilot code review with an effort level selection for each request
HowRequest a code review via the REST API or GraphQL API and optionally set the effort level for the given request.
TermsCopilot Pro, Pro+, Max, Business, or Enterprise plan.
Check access at the source ↗What you can tryClef and Clef-flash models for AI agent decision-making over text and images
HowDownload the Clef or Clef-flash model from the Hugging Face platform and try assigning probabilities to predefined options.
TermsApache-2.0 license.
Check access at the source ↗Practical radar
From 30 July, OpenAI reduced the price of GPT-5.6 Luna by 80 % (to 0.20 $/1.20 $ per million tokens) and Terra by 20 %. According to the company, the cuts stem from savings achieved by optimizing infrastructure with Sol; commentators point to pressure from low-cost competitors.
Anyone using OpenAI API for their own projects or tools with a low-cost model (Luna) will pay significantly less for the same work than before, as illustrated by Simon Willison, who switched from Gemini to Luna because of the price.
To accompany the release of the open model Muse Glimmer (30B, Apache 2.0), Meta published an extensive essay by Mark Zuckerberg defending distillation and its open strategy against OpenAI and Anthropic; it also promised to open the weights of Muse Spark 1.2.
New: Mark Zuckerberg published an essay (6000+ words) on AI philosophy, governance and the strategy of Meta; The announcement includes Muse Code, an AI agent for the terminal; Meta strategically positions open-weight models as an alternative to proprietary approaches from OpenAI and Anthropic; The essay criticizes lobbying by competitors and mentions competition from Chinese open-weight models; The new strategy of Meta focuses on differentiation through an open-source approach
Developers and enthusiasts can run a full-fledged agent for coding or working with files or images directly on their Mac or PC, without depending on the cloud or sending data to a third party.
The computer use feature is in public preview in the GitHub Copilot CLI and GitHub Copilot app tools for macOS and Windows. According to GitHub, it allows control of desktop applications. It requires user consent, and organizations can disable it.
According to GitHub, the tool can be entrusted with tasks such as summarizing browser notifications or editing a presentation; the user decides whether to allow control of a specific application.
The company Black Forest Labs has released the Flux 3 Image model. According to the company, it handles multi-step edits without changing other parts of the image. It supports up to ten reference images and output of up to 4K. A free demo is available.
When creating images, you can try step-by-step edits and working with up to ten reference images; preserving other parts during edits is, for now, a claim made by the company.
The Ideogram 4.5 model is available on the Ideogram platform and via API. According to Ideogram, it changes only the requested parts of an image. It offers four quality tiers at native 2K resolution for 0.8 to 22 cents per image.
When editing a photo, you can try changing a specific element with the declared preservation of its surroundings. It is advisable to verify the reliability of this feature on your own image.
The HydraFusion research preview is now available in Visual Studio Code and the GitHub Copilot app. It coordinates multiple models and supports the Copilot Pro, Pro+, Business, and Enterprise plans. Company access requires an admin to enable preview features.
If you're using a supported plan, you can try HydraFusion directly in Visual Studio Code or the GitHub Copilot app, without switching to the Copilot CLI tool.
Meta is expanding its Muse agent for small businesses with integration with 15 services and Facebook, Instagram, and Meta Ads business accounts. The Muse for Small Business version is free with usage limits; higher usage requires a subscription.
According to Meta, a small business owner can hand the agent multi-step tasks in tools they already use, making use of the context of business accounts and customer inquiries.
The dynamic workflows feature is available in public preview in Copilot CLI, GitHub Copilot app, and GitHub Copilot SDK on all GitHub Copilot plans. It allows defining sequential and concurrent steps and agent involvement in code.
For recurring tasks, you can specify in code when the agent should step in and how its result is used in subsequent steps.
The AstaBrief 8B model generates scientific reports with citations and is available in the Fast mode of the Asta service. The authors are releasing both the weights and the training data. According to their measurements, the entire process takes an average of 51.1 seconds compared to 178.5 seconds in Thinking mode.
For research, you can use the Fast mode of the Asta service to get a preliminary report with citations more quickly, which can then be further developed.
The company Airbnb has launched AI property search in its app with text and voice queries, dynamic filters, and AI comparison of features. According to CEO Brian Chesky, the main challenge is maintaining the conversion rate, not creating the feature itself.
Part of a broader thematic overview; only this AI event has been covered.
Users of the Airbnb app can now search for properties with a text or voice query and receive dynamic filters as well as AI comparisons of selected features based on their preferences.
NVIDIA has released the open foundation model Kumo Tabular (28–215M parameters) for classification and regression on tabular data. According to the company, the model predicts without training, tuning, or feature engineering, and leads on the TabArena, BeyondArena, TALENT, and ScoringBench benchmarks.
Data scientists and ML engineers can use the model directly for classification and regression tasks on tabular data without training, hyperparameter tuning, or manual feature creation.
GitHub Security Lab has released Taskflow Agent, an open source AI agent that uses custom LLM prompts to automate the search for security bugs in Android applications. According to the company, the tool has thus found more than 24 vulnerabilities, for example in the navigation app OsmAnd.
A security researcher or Android app developer can use the tool for an automated initial scan of their own code for typical vulnerability classes instead of purely manual analysis.
When personal experience proves useful
Look at the same topics through the lens of processes, risks, and implementation within a company.
AI Radar monitors Czech and international sources every day, looking for changes that truly deserve attention.
The result is a quick overview of what has actually changed in the AI world, rather than another stream of articles.
Each row represents one event — not one article. At a glance, you can see its significance, credibility and main point.
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.
When you open an event, you will find a more detailed summary, an explanation of its significance, and links to the original sources. Quick updates are available separately in AI Flash; important topics move to Today’s Overview once more information is added.
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.
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.
