Archive
October 19 – October 25
Smartsheet MCP Server is generally available and offers over 40 tools for reading and editing project data. Amazon Quick and Kiro connect as MCP clients; the integration described also enables automatic task status updates after a code change is recorded.
AWS published an implementation guide in which Amazon Quick uses enterprise MCP servers through Amazon Bedrock AgentCore to assess disruptions and prepare requests for quotation for alternative suppliers. Changes are approved by a specific person.
AWS published a procedure for fine-tuning GPT-OSS-20B using SFT and GRPO on Amazon SageMaker HyperPod. In the test conducted by the authors, the base model followed the requested reasoning language in only 22 % of 50 examples.
Octave built the foundation for AI features on the Reliance platform using Amazon Bedrock and Cohere Embed v4. The architecture isolates customer data and user permissions. According to the case study, it reduced deployment time for individual use cases by 50 %.
GPT-5.6, GPT-6 and GPT-6.1 Sol models are available through Amazon Bedrock from the Canada (Central) and Canada West (Calgary) regions. Requests are routed through cross-Region inference; the selected profile determines where processing can take place.
AWS described an orchestrator written in Python that uses AWS Agent Registry to discover tools and agents based on a request and creates the corresponding clients. It obtains credentials separately.
Developer @vladmihalcea says he implemented an event history application for Hypersistence Optimizer in two days with GitHub Copilot. He estimated that the work would take weeks without AI. He plans to include the application in the next release.
AWS and Keyfactor presented a reference architecture for agent authentication and permission delegation. It combines signed requests, user delegation, tokens restricted to the target service and certificate revocation checks.
Eon replaced credentials for individual tools and local MCP processes with a shared gateway for developers and AI agents. According to the company, the time needed to set up access for new developers fell from two days to approximately two minutes.
A tutorial on the AWS blog shows how a Strands agent in Amazon Bedrock AgentCore accesses Strategy Mosaic through MCP. The example combines customer and purchase data from Amazon Aurora and Amazon Redshift.
The new Open Eyes feature in the Lightroom mobile app corrects closed eyes using generative AI and reference photos of the same person. It is available for iOS, iPadOS and Android; the free version offers two tries.
Saint-Gobain says it used the Microsoft Discovery platform to create a knowledge base from 62 000 patents and 44 000 abstracts in a few hours. It estimated that manual preparation would take a year; the team developed hypotheses about new admixture components in approximately six weeks.
Clairic is available in preview on the Workers AI platform. It processes the requested fields from a document in a single pass and returns values with confidence levels; for missing data, it returns null.
Transcription pricing in the Voxtral 3 model family starts at 0.0035 USD per minute. The SDK for voice agents uses LiveKit, and according to Mistral AI, speech synthesis adapts emotion, pace and emphasis to the context of the conversation.
New: Transcription pricing starts at 0.0035 USD per minute.; The SDK is based on LiveKit.; Speech synthesis supports emotional adaptation.
The US Department of Homeland Security has banned federal civilian agencies from using and acquiring technology from Deepseek. They must also remove existing products. The ban also covers affiliated companies and some third-party services.
New: Agencies can request an exemption from the ban.; DHS justifies the ban by citing the risk of Chinese authorities gaining access to sensitive data belonging to US government users.
Yelp is releasing Smart Lead Reply for 30 dollars per month. The AI agent is intended to respond to customers and conduct conversations to qualify leads. Business owners can configure how it should conduct those conversations.
Part of a broader thematic overview; only this AI event has been covered.
The AI Factory Accelerator Programme at Barcelona Supercomputing Center is fully operational following its pilot phase. According to NVIDIA, it provides startups with computing capacity, technical support and training.
Muse Glimmer 30B accepts both text and images and produces text outputs. The authors released it under the Apache 2.0 license and say it runs locally on a single GPU with approximately four-bit quantization.
Mistral has made four models in the Voxtral 3 series available in public preview. They offer speech generation with voice cloning, real-time transcription and transcription of recordings with speaker differentiation and timestamps.
The PyTorch 2.15 release candidate expands MPS support on Mac computers to include FP8. The team at Hugging Face reports up to 6.5 times faster MoE model decoding and a reduction in peak memory usage during video decoding from 270 to approximately 8 GiB.
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.
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.
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.
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.
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.
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.
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