Magazine – AI news and analysis

Political ads get a public archive in Brussels, but joining is still voluntary

The European Commission opened a pilot repository for online political advertisements on 12 October. Sponsors, spending and targeting criteria are meant to be listed there, but handing over the data is voluntary for now.

October 13, 2026 Miriam Česáková

FLÆ Robotics raises €1M for BE-A, an AI concierge running in 60 hotels

 FLÆ Robotics, a Czech company, has raised just over €1 million (roughly CZK 25 million) in seed funding led by Purple Ventures and Garage Angels. The money goes to BE-A, an AI front-office system that answers hotel guests over email, WhatsApp, web chat, phone and a front-desk avatar.

October 13, 2026 Daniel Cesak

DXC and LangChain put AI agents on IT tickets: 95% faster fixes, DXC's own numbers

DXC wired its OASIS platform to LangChain's LangGraph and LangSmith and reports a 95% average cut in IT resolution times across 500-plus use cases. The numbers are the vendor's, and the EU rules behind them moved to 2027.

October 13, 2026 Daniel Cesak

Nvidia Ports Car Safety Code to Humanoids, and EU Certification Rules Loom

Nvidia has extended its Halos safety platform from cars to robots, naming Agility Robotics as the first commercial partner for its Digit humanoid. In the EU, the certification rules for such machines arrive in 2027.

October 12, 2026 Daniel Cesak

Mashreq runs IBM Bob across 4,000 agent requests a month in banking pilot

 Mashreq, a UAE-based bank, is running IBM's agentic development platform IBM Bob in a pilot that reaches into digital banking, payments and enterprise integration work. The figures come from Zawya's report on the deployment, published on 12 October 2026, and they are pilot-phase numbers reported by the customer and the vendor rather than independently measured results: 60% to 70% less time on integration design and troubleshooting, and 4,000 AI-agent requests a month through a secure gateway. The licence price of the software is not part of that report.

October 12, 2026 Daniel Cesak

Anthropic's $175 Claude Architect Exam Puts 27% of the Score on Agent Orchestration

Anthropic's Claude certification is no longer one exam. Version 1.0 of the programme, published in July 2026, splits it into four tiers priced from $99 to $175, all scored against a scaled pass mark of 720 out of 1,000 and valid for 12 months. The heaviest single domain is agentic architecture and orchestration, worth 27% of the score. That domain tests the code around the model, not the model itself.

October 12, 2026 Daniel Cesak

DeepMind Wants AI Rules Sized to Each Use. Europe Already Regulates That Way

 Lila Ibrahim, Google DeepMind's Chief AI Readiness Officer, says AI rules should be right-sized to each application, written into products from the start, and agreed among governments rather than left to one company. Her argument lands in Europe on ground that is already prepared. The EU AI Act sorts AI by risk, and the Commission's AI Office has held binding enforcement powers since 2 August 2026.

October 11, 2026 Miriam Česáková

Meta Muse's First Month: Message Access, Rogue Sales, and No EU Launch

 Meta Muse is Meta's agentic assistant. It books travel, drafts mail, moves calendar entries and can pay for things, running in the background across iOS, Android, web and WhatsApp. It went live in the US and Canada in September 2026. It is not sold in the EU. In its first month, press reports described unauthorised access to messages and Marketplace sales that owners never intended to make. Both facts matter to European readers, most of whom cannot install the app at all. 

The Muse architecture

Muse runs on Meta's Muse Spark model.

October 11, 2026 Daniel Cesak

Claude Haiku 5.5 lands at $0.10 per million tokens, 90% below Haiku 4.5

Anthropic's new small model costs $0.10 per million input tokens, 90% less than Haiku 4.5, and scores 72.4% on OSWorld 2.1. Here is what the price sheet and the benchmarks actually say.

October 11, 2026 Daniel Cesak

How recruiters use AI on your CV in 2026, and the EU rules that help you

 You send forty applications and get three replies, one of them a rejection that thanks you for your interest in a company you never applied to. It is tempting to blame a machine. The machine is part of it, but not in the place most people picture. In 2026 the AI inside a European hiring process sits in several spots at once: it parses your CV, ranks it against the job ad, schedules the interview, scores the test, and often writes the ad you answered.

October 11, 2026 Miriam Česáková

Figure AI melted its old humanoid fleet in Finland. The steel now sells for $1,900

Figure AI destroyed its retired Figure 02 humanoid fleet in a 75-ton electric arc furnace in Imatra, Finland, filmed it as a Terminator 2 homage and turned the recovered steel into $1,900 souvenirs.

October 10, 2026 Daniel Cesak

Comfy Agent Builds ComfyUI Node Graphs From Text, but Local GPU Support Is Missing

Comfy Organization has shipped Comfy Agent on Comfy Cloud: an assistant that builds and edits node graphs from plain-language instructions. Desktop and local GPU support are promised, but undated.

October 10, 2026 Daniel Cesak

USA Today Sues OpenAI for $250m: What 122 Million Training Tokens Are Worth

 USA Today Co. and its affiliated publishers filed a copyright suit against OpenAI on 8 October in the Southern District of New York. The complaint covers 19 newsroom titles and asks for more than $250 million. It says ChatGPT's maker copied hundreds of thousands of articles; OpenAI says training on public web text is fair use. Both claims can sit in the same courtroom, and the interesting part is the arithmetic between them. 

The filing, the parties and the demand

The case is docketed as USA Today Co., Inc. v. OpenAI Foundation, No.

October 10, 2026 Daniel Cesak

ChatGPT output will carry a hidden watermark under EU labelling rules

 OpenAI says it is planning an invisible text-provenance mark for ChatGPT output to support compliance with the EU's transparency rules. Article 50 does not require every AI-generated text, image, audio or video published in Europe to carry a label: duties differ between providers and deployers, and the guidance does not require watermarking for outputs shorter than 200 tokens (about 150 English words) or for code snippets. 

What Article 50 asks for

Article 50 of the EU AI Act deals with transparency and labelling.

October 9, 2026 Miriam Česáková

Atlassian Wants AI Agents in Jira With an ID and a Permission Scope

 Atlassian used its Team '26 Europe conference in Amsterdam to introduce AMP, the Agentic Multiplayer Protocol. It gives AI agents their own identity, a scoped permission set, shared context and a governance layer inside Jira, Confluence and Loom – so an agent's work appears on the board instead of vanishing into a chat window. 

That is the pitch. The more interesting parts sit underneath it: a rebuilt Model Context Protocol server, live presence indicators for agents, and a token-efficiency figure Atlassian puts at up to 25% for Jira and Confluence tasks.

October 9, 2026 Daniel Cesak

The Gene and Protein Databases Behind Medical AI Get €65 Million From the EU

 UniProt is where a researcher looks up what a protein does. GENCODE is where they check which stretches of the human genome are actually genes. Both are free, both are read by labs worldwide, and both have spent years living from one short grant to the next. On 6 October the European Commission said it will spend €65 million from Horizon Europe on services like these, so the work behind them can be planned further ahead. 

Where the €65 million goes

The package was confirmed after an amendment to the Horizon Europe work programme.

October 8, 2026 Miriam Česáková

Microsoft sandboxes AI agents in Windows, with laptops from €2,400

At its October 7 event in San Francisco, Microsoft showed a Windows built around locally running AI agents, fenced off by Microsoft Execution Containers. Surface hardware for local inference starts at $2,599, and EU buyers pay VAT on top.

October 8, 2026 Daniel Cesak

Oracle adds Gemini to OCI, giving EU buyers six model vendors under one contract

 Oracle now resells Google's Gemini models through Oracle Cloud Infrastructure, Fusion Cloud Applications and NetSuite. The expanded partnership between Oracle and Google Cloud was announced on 30 July 2026.

October 8, 2026 Daniel Cesak

EU enlargement plan: market access now, votes later, and a 15-year safeguard

The European Commission has set out how candidate countries can enter parts of the single market before membership. Four frontrunners get tailored roadmaps, and new members could lose funding or voting rights for up to 15 years.

October 7, 2026 Miriam Česáková

Mistral Large 4 undercuts GPT-6 Sol by a third and trails Claude Opus 5.5 by 20 points

Mistral AI has opened a public API preview of Mistral Large 4, a one-trillion-parameter mixture-of-experts model trained in Europe. On a launch-snapshot comparison against GPT-6 Sol's $2/$10 list price, it is 32% cheaper on input and 58% cheaper on output per million tokens. On the Artificial Analysis Intelligence Index it scores 38, twenty points below Claude Opus 5.5.

October 7, 2026 Daniel Cesak

Europe can now fine AI companies. Testing their models still takes months.

In August 2026 the EU AI Act moved from paper to enforcement. Brussels has since sent more than 30 formal requests for information to AI providers about copyright, cybersecurity and safety. One number from the same period is harder to explain to voters: when the Commission wanted to test Anthropic's "Mythos" model, getting access took months, as Daily Sabah reported.

October 6, 2026 Miriam Česáková

Opto Engineering at VISION 2026: Three Steps From Images to Inspection AI

 Opto Engineering is using VISION 2026 in Stuttgart to sell the whole line, not a single component. The Italy-based machine-vision vendor is presenting its OEVIS deep learning platform for factory inspection, the IP67-rated ITALA G.EL.IP camera series, and private previews of an unreleased system for selected customers. The stand is Hall 8, Booth D48. 

A booth built as a production line

Opto Engineering has organised its exhibition space as a sequence of stations instead of a catalogue of parts.

October 6, 2026 Daniel Cesak

Dolphin AI claims 60-second multi-shot video. Its price list does not exist yet

Eloelo Group's Dolphin AI turns scripts into multi-shot videos and claims up to 60 seconds in a single pass. There are no public prices, no benchmarks and no published EU data residency details.

October 6, 2026 Daniel Cesak

Aleph Alpha's Kolibri: 78B open weights and a 78 GB VRAM requirement

Aleph Alpha published Kolibri-1 on 3 October 2026 under Apache 2.0: 78.1 billion parameters, a 1M-token context and no hosted API price. Here is what the hardware and the AI Act paperwork actually cost.

October 6, 2026 Daniel Cesak

Skopje gets an EU AI Factory Antenna while accession talks stall

 Ursula von der Leyen spent 2 October in Skopje, the final stop of her sixth annual tour of the Western Balkans. The meetings covered North Macedonia's accession path, and with it a practical question for the country's tech sector: what do the €140 million already paid under the EU Growth Plan and an AI Factory Antenna called VEZILKA actually deliver? 

Meetings in Skopje

Von der Leyen held bilateral talks with Prime Minister Hristijan Mickoski, President Gordana Siljanovska-Davkova and Foreign Minister Timčo Mucunski.

October 5, 2026 Miriam Česáková

Hitachi Pairs Its Factory AI With Munich Robot Software From Agile Robots

 Hitachi and Munich-based Agile Robots announced a co-creation partnership on 29 September 2026 to develop physical AI for autonomous manufacturing. The stated targets are parts handling, machine loading, assembly, intralogistics and line changeovers, jobs that have kept a human in the loop because the work varies from run to run. Neither company disclosed a deal value, a robot price, an order volume or a deployment date.

October 5, 2026 Daniel Cesak

Reply gives warehouse AI agents five authority levels, from advising to acting alone

Italian IT group Reply has published an authority model that sorts warehouse AI agent tasks across five permission levels, from plain information to governed autonomy. Five pre-built agents ship with it, but Reply has not published a price or a test methodology.

October 5, 2026 Daniel Cesak

Gulf AI adoption reaches 73% while Europe leans on enforcement

The EU AI Act moved into enforcement in August 2026 while Gulf states kept funding data centres. Adoption data puts the UAE at 73.3%, far ahead of France's 49.6%.

October 4, 2026 Miriam Česáková

Agility Puts a Kill Switch on Digit 5 So Cageless Robots Can Share the Floor

Agility Robotics and FORT Robotics signed an MOU on 1 October 2026 to add a physical stop pendant and an offboard safety bridge to Digit 5. Behind the robot: over $300 million in orders and $1.8 million in 2025 sales.

October 4, 2026 Daniel Cesak

One weekend of AI coding can cost $340. Flat $20 plans cannot hold

The top tier of frontier coding models has converged on $2 per million input tokens and $10 per million output. GPT-6.1 Sol and Claude Sonnet 5.5 list there, as does Gemini 4 Argon at its introductory rate. It is not the whole market — Grok 4.7 sits at $2/$6 and DeepSeek runs far cheaper — but it is where flagship agent products route by default. That is cheap for a chat window.

October 4, 2026 Daniel Cesak

The Muse architecture

The filing, the parties and the demand

What Article 50 asks for

Where the €65 million goes

A booth built as a production line

Meetings in Skopje

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