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Latest news, analysis and experiments from the world of artificial intelligence. A new discovery every day.

1083 articles

Cheaper tokens, pricier agents: Gartner sees 5x inference cost per workflow by 2028

 Gartner's newest forecast is a reality check for the agentic AI boom: by 2028, the inference cost of a single agentic workflow will rise more than fivefold — even while the price per token keeps falling. We break down the arithmetic, explain what it means for EU teams bound by the AI Act and GDPR, and share how we keep our own multi-step pipelines affordable.

August 17, 2026 Daniel Cesak

AI for teachers: 7 GDPR-safe workflows that reclaim an hour a day

 It's 7:45 on a Monday in a primary school in Brno. On the table: 24 essays to assess, a science lesson to plan, and an email to parents that has to sound warm rather than worried. The teacher has no IT department and no budget for fancy platforms — yet a carefully chosen AI assistant can quietly take an hour off the evening. This guide explains seven workflows that work in European schools, the GDPR-conscious tools behind them, and the prompts that make them work. 

European teachers are not short of AI tools.

August 16, 2026 Miriam Česáková

Nvidia shrinks its OpenAI bet as Anthropic's revenue numbers dent AI bubble fears

Nvidia is shrinking its OpenAI stake under investor pressure at the same moment Anthropic's revenue figures undermine AI-bubble warnings. We explain what both moves mean for European AI buyers, GPU supply and the EU's regulatory watchdogs.

August 16, 2026 Daniel Cesak

DeepSeek and Qwen are quietly spreading across Europe while Brussels deliberates

DeepSeek and Qwen open-weight models are now part of everyday European tech. What the EU AI Act does — and doesn't — do and where your data actually goes when you use them.

August 15, 2026 Miriam Česáková

Grok 4.6 vs Claude Opus 5: SpaceXAI flagship cuts agentic turns in half

Grok 4.6 lands with a 500k context window, a 61 Artificial Analysis score and roughly half the agentic turns of Claude Opus 5. We break down benchmarks, EUR pricing and what EU teams should check first.

August 15, 2026 Daniel Cesak

DenwaFlow's AI phone agent completes calls — but Europe still needs GDPR answers

ISZ.AI's new DenwaFlow agent schedules appointments, changes bookings and handles cancellations during live phone calls. For European service businesses, the GDPR and AI Act questions begin before the first call.

August 15, 2026 Daniel Cesak

First near-autonomous AI attack on a government: what Taiwan's breach means for Europe

A four-day autonomous AI campaign mapped 21 Taiwanese government systems and stole 2,500+ personnel records. Here's what the first confirmed near-autonomous state-network attack means for European defenders.

August 15, 2026 Daniel Cesak

Gemini Omni: DeepMind explains Google's new video model — from conversational edits to SynthID

DeepMind's engineers explain how Gemini Omni generates and edits video conversationally — with native 9:16 output, API access for developers, and an invisible SynthID watermark that matters under the EU AI Act.

August 15, 2026 Daniel Cesak

How Claude's text watermark actually works — and why it's easy to dodge

Anthropic has explained the SynthID-Text mechanism behind Claude’s new invisible watermark. It changes nothing a reader can see — but a full rewrite, a local open-weights model, or even a short paragraph is enough to erase it.

August 15, 2026 Daniel Cesak

Alibaba's open-weight Qwen 3 models give EU companies a self-hosting option

Alibaba released eight Qwen 3 models under the Apache 2.0 license. For European developers, self-hosting open weights is a concrete way to keep data inside the EU and avoid per-token API costs.

August 15, 2026 Daniel Cesak

OpenAI's GPT-5.6 Sol runs 14x faster on Cerebras — what that changes for EU developers

OpenAI's Ultrafast mode for GPT-5.6 Sol, powered by Cerebras chips, promises 14x faster inference. We examine what that speedup unlocks in production, what it costs in EUR, and what EU users should verify first.

August 15, 2026 Daniel Cesak

2,000 Pony.ai robotaxis are coming to Europe via Uber — what to watch

Uber and China's Pony.ai are bringing 2,000 robotaxis to Europe, one of the biggest autonomous-vehicle fleet commitments for the region. Here's what riders, regulators, and the AI industry should watch.

August 14, 2026 Daniel Cesak

SQLCon Europe 2026: Microsoft's SQL+AI roadmap lands in Barcelona this September

Microsoft is taking SQL Server 2025, Azure SQL Hyperscale and Fabric IQ to Barcelona this September. We break down the combined SQLCon/FabCon Europe agenda — and what the EU AI Act means for the AI features on display.

August 14, 2026 Daniel Cesak

Gemini 3.7 Flash: $0.75/1M tokens, 65.3% DeepSWE, 1M context — what EU devs need to know

Google's Gemini 3.7 Flash lands at $0.75/1M input tokens — half the previous Flash price — with DeepSWE up 16 points to 65.3%. Here are the benchmarks, EUR pricing, and the AI Act compliance picture.

August 14, 2026 Daniel Cesak

How much electricity does a home AI rig use? Real power math for a 16GB GPU

A 16GB GPU like the RTX 5060 Ti draws 180W at full load, but the real monthly bill depends on idle time, model size and your EU electricity tariff. Here is the math you can measure at home.

August 14, 2026 Daniel Cesak

UK firms hiring in the EU now face €35m AI Act fines: what HR must do

Since 2 August, the EU AI Act applies to any UK employer hiring in EU markets — even for remote roles. Fines can reach €35 million. Here is what recruiters and applicants should know.

August 13, 2026 Miriam Česáková

Abstract AI neural network visualization

DeepSeek Is No Longer the Cheapest AI. Here Is What Changed

For months the advice was simple: want capable AI on a budget? Use DeepSeek. The official V4 Pro launch just ended that. With OpenAI Luna now at $0.20 per million input tokens, the cheapest-model crown is split three ways.

August 13, 2026 Miriam Česáková

ICU nurse crisis training on ChatGPT scores 91.5/100 usability — from €0.02 per session

A new Cureus protocol uses ChatGPT to train novice ICU nurses in family crisis communication and de-escalation. We break down the 91.5/100 usability data and calculate what each simulation session actually costs in EUR.

August 13, 2026 Daniel Cesak

DeepSeek Quietly Upgraded V4 Pro — Still 57× Cheaper Than Fable 5 on Output

DeepSeek shipped V4-Pro-0813 with no fanfare — just a version bump in its API docs. It now ranks near the top of the open-weights coding board, while output tokens cost roughly 57× less than Claude Fable 5 and 34× less than GPT-5.6 Sol.

August 13, 2026 Daniel Cesak

Phones locked away, AI watching corridors: what European schools can and can't copy from Kansas

Kansas City students returned to class under bell-to-bell phone bans and AI gun-detection cameras. The security instinct is easy to understand — but in Europe the AI part would collide with a legal framework Kansas doesn't have.

August 12, 2026 Miriam Česáková

European robot makers get a safety certification path as Swiss CertX and SGS join NVIDIA Halos

Switzerland's CertX and SGS now certify physical-AI robots inspected under NVIDIA's Halos program, giving European manufacturers a third-party route to IEC and ISO safety compliance before EU rules tighten.

August 12, 2026 Daniel Cesak

NVIDIA's August open-model wave: local AI agents from 4B to 118B, sized up

Cosmos 3 Edge, MiniMax-H3, Laguna S 2.1, DeepSeek-V4-Flash and Nemotron 3.5 Lightning — NVIDIA's August showcase turns local GPUs into agent runners. We map what fits your hardware, and why the EU AI Act now makes local even more attractive.

August 12, 2026 Daniel Cesak

ChatGPT and Gemini both pass 1 billion users — right as EU AI rules go live

Gemini crossed 1 billion monthly users on August 11, 2026; ChatGPT hit 1 billion weekly users weeks earlier. We break down the numbers — and what the EU AI Act's new enforcement means for European users and businesses.

August 12, 2026 Daniel Cesak

API Pricing Compared: DeepSeek vs GPT, Claude and Gemini by Real Task Cost

Token prices tell only half the story. This practical comparison converts API list prices into EUR and shows what a 10,000-input/2,000-output task costs across DeepSeek, GPT, Claude and Gemini.

August 12, 2026 Daniel Cesak

Claude's invisible text watermarks are live: what EU AI Act compliance means for your pipeline

Anthropic has started embedding machine-readable watermarks in Claude's text output across every platform, from the web app to the API. We explain how the system works, what it costs, and why it matters for European companies running AI in production.

August 12, 2026 Daniel Cesak

The Truth About MiniMax H3 on a Home PC: 16GB of VRAM Makes Sense Until You Want Full HD

Our RTX 5060 Ti test shows where local MiniMax H3 video becomes practical, where native Full HD runs out of memory, and why 16GB still makes sense for European home users.

August 11, 2026 Miriam Česáková

Slovenia's insurance watchdog will test insurance AI in a sandbox before it reaches you

Slovenia's insurance regulator will use AI to supervise insurance AI — and to help local companies pass EU compliance checks before the rules fully bite. We explain the new December 2027 deadline and what it means for your claims.

August 11, 2026 Miriam Česáková

Microsoft’s MAI-Image-2.6 Reaches No. 2 in AI Arena — But What Will It Cost?

Microsoft’s MAI-Image-2.6 reaches No. 2 in the Text-to-Image Arena, 45 points behind GPT Image 2. Its price remains unknown, while Google’s Gemini 2.5 Flash Image costs about €0.034 per image.

August 11, 2026 Daniel Cesak

Humanoids hit factory floors: 60,000 units in 2026 and a €34B market by 2035

Humanoid robots are leaving research labs for real factories and warehouses. We break down the market projections, unit economics and what the EU AI Act means for embodied AI deployment in Europe.

August 11, 2026 Daniel Cesak

Managed AI Agents: The $50B Automation Trend Is Being Outsourced, Not Built In-House

Managed AI agents are replacing rule-based RPA as European businesses outsource workflows to specialist providers. We break down the market math, the productivity claims, and what the AI Act's new enforcement phase means for buyers.

August 11, 2026 Daniel Cesak

Your guide to the world of artificial intelligence

Jarvis AI Magazine brings a daily overview of developments in AI – from the latest research papers to practical guides and tool reviews. We follow the development of large language models such as GPT-4o, Claude, Gemini and open-source alternatives like Llama and Mistral.

Our analyses are aimed at developers, product managers and enthusiasts who want to understand how AI is changing their field. We write clearly and without unnecessary jargon.

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