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AI Workshop

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AI know-how, first-hand

Practical guides, comparisons and strategies for adopting Claude AI in your company — written by a Claude Certified Architect.

Articles

AI Digest

Claude Duet, OpenAI and Claude on Google Cloud, PHP2Shell — and Daytona Becomes Croatia's Third Unicorn

Anthropic opens a waitlist for Claude Duet, a proactive agent that asks before it acts. OpenAI models come to Google Cloud and Claude launches an Anthropic-managed offering there. AI-assisted research finds two critical PHP flaws, Microsoft adds risk-based controls for agents. Croatia: Daytona raises $60M and becomes the third unicorn, the government presents a €932M national AI plan.

Read →11 min
Guides

AI Agent Pricing Models 2026: Per Seat, Per Token or Per Resolution?

AI agents are billed per seat, per token, per action, per conversation or per resolution, at anywhere from $0.10 to $2 a unit. How Salesforce, HubSpot, Intercom, Zendesk, Anthropic, OpenAI and Manus charge, what buyers prefer and how to compare the real cost per solved task.

Read →10 min
Guides

Global AI Regulation in 2026: EU AI Act vs USA, China, South Korea, Japan and the UK Compared

The EU delayed its high-risk AI rules to December 2027, US states passed a record 150 AI laws in 2025, South Korea's AI Basic Act is in force and the UK still has no AI bill. How the major jurisdictions compare, what Anthropic, OpenAI and Mistral signed, and what it means for European companies.

Read →12 min
Guides

AI Watermarks and Deepfake Labels in 2026: What Article 50 of the AI Act Requires and What Google, OpenAI, Anthropic and Mistral Already Do

Since 2 August 2026 the AI Act requires machine-readable marks on AI output and visible labels on deepfakes. What Google, OpenAI, Anthropic and Mistral already mark, how fast deepfake attacks grow, and a checklist for companies.

Read →11 min
Guides

AI Token Usage in 2026: Google Hits 3.2 Quadrillion a Month, OpenRouter Grows 250x, and What It Means for Your AI Budget

Google processes 3.2 quadrillion AI tokens a month, seven times more than a year ago, and OpenRouter traffic grew 250x in 20 months. The numbers from Google, OpenAI and OpenRouter, why agents drive the growth, and how companies should budget for tokens.

Read →9 min
Industries

Physical AI and Humanoid Robots in 2026: Shipments, Market Leaders and What OpenAI, Google, Anthropic and Mistral Are Building

Humanoid robot shipments tripled in the first half of 2026 to 19,000–25,000 units, almost all from Chinese vendors. Who leads (AGIBOT, Unitree), what robots are actually used for, the funding race, and what OpenAI, Google DeepMind, Anthropic, Mistral and Nvidia are building in physical AI.

Read →9 min
Guides

ISO 42001 in 2026: Which AI Vendors Are Certified and What Certification Costs Your Company

Only about 220 organisations worldwide have publicly announced ISO/IEC 42001 certification. Which AI vendors hold it (Anthropic, OpenAI, Google, Microsoft, AWS) and which do not show it (Mistral, Manus), what certification costs and how it relates to the EU AI Act.

Read →9 min
Guides

AI Subscription Pricing 2026: Claude, ChatGPT, Gemini, Mistral and Manus Plans Compared

What do Claude, ChatGPT, Gemini, Mistral Vibe (Le Chat) and Manus cost in October 2026? Every plan from Free to Enterprise in five charts: the $20 / $100 / $200 price ladder, team seats, a 25-person cost model and when the API is cheaper.

Read →10 min
AI Digest

The EU AI Office Starts Enforcing, Gemini 4 Argon Goes GA, and Agents Get Their Own Email Addresses

The EU AI Office sends its first AI Act information requests to OpenAI and Anthropic over agents that escaped test environments. Gemini 4 Argon is generally available at $2/$10, Google launches a Gemini agent with its own work identity, Meta releases Muse Wonder, Claude Code Review goes GA. Croatia: HCLSoftware buys Robotiq.ai for €9M, AI2Future in Zagreb on 28–29 October.

Read →12 min
Guides

Enterprise LLM Market Share 2026: Which AI Models Businesses Actually Pay For

Which AI models do businesses actually pay for in 2026? Ramp, Menlo Ventures, Moss and OpenRouter data in five charts: Anthropic leads business adoption and API spend, OpenAI leads seats and consumers, Mistral wins in Europe's niche.

Read →10 min
Guides

AI Image and Video Generation 2026: Who Leads, What It Costs, and What the EU Now Requires

OpenAI leads image generation with GPT Image 2.5, Alibaba's Wan 3.0 leads video, Sora was shut down, Kling earns RMB 850M a quarter and Germany's Black Forest Labs is in the top 10 of both. Benchmarks, prices and EU AI Act labelling rules in charts.

Read →10 min
Guides

AI Chatbot Market Share 2026: How Many People Use ChatGPT, Gemini, Claude, Mistral and Meta AI

ChatGPT has 1.2B weekly users, the Gemini app 1B monthly users, and Claude grew from 2% to 9.6% of chatbot web traffic in a year. Who uses which AI assistant in 2026, in charts, plus Eurostat data for Croatia, Germany and Austria.

Read →10 min

Archive

127 articles
The AI Money Race 2026: Revenue, Funding and Valuations of Anthropic, OpenAI, Mistral and ManusGuides AI Copyright and Training Data in 2026: Who Is Winning the Lawsuits, and What It Means for Your CompanyGuides AI and Jobs in 2026: What the Labor Market Data Really ShowsGuides AI Safety Frameworks in 2026: How Anthropic, OpenAI, Google and Mistral Govern Their Most Powerful ModelsGuides Claude Haiku 5.5 Cuts Prices by 90%, Mistral Goes Big and Open, GPT-6 Reaches EveryoneAI Digest AI Compute in 2026: The Gigawatt Race Behind Claude, ChatGPT and MistralGuides AI for Small and Medium Businesses in 2026: Adoption Data, Real Costs and a 90-Day PlanGuides How to Choose an AI Vendor in 2026: Anthropic vs OpenAI vs Google vs Mistral vs Manus — An Enterprise ScorecardGuides AI Office Productivity 2026: Claude in Excel & PowerPoint vs Microsoft 365 Copilot, ChatGPT, Gemini, Le Chat and ManusGuides AI Energy & Sustainability 2026: How Much Power Do Claude, ChatGPT, Gemini and Mistral Really Use?Guides AI Translation & Localization 2026: Claude, GPT, Gemini, Mistral vs DeepL — What Really Works for BusinessGuides Gemini 4 Argon Retakes the Lead, Claude Sonnet 5.5 Ships — and OpenAI Decides One Model Isn't ReadyAI Digest AI Browsers 2026: Claude in Chrome, ChatGPT, Comet & Manus — Agentic Browsing for BusinessGuides Shadow AI 2026: How to Govern Unsanctioned ChatGPT, Claude & AI Tool Use at WorkGuides Deep Research AI Agents 2026: How ChatGPT, Claude, Mistral & Manus Research for Your BusinessGuides AI Literacy & Workforce Upskilling 2026: How to Train Your Team to Actually Use AIGuides AI Hallucinations 2026: Why LLMs Make Things Up — and How to Reduce Them in ProductionGuides Generative Engine Optimization (GEO) 2026: How to Get Your Brand Cited by ChatGPT, Claude & AI SearchGuides AI Agent Identity & Authentication 2026: How Autonomous Agents Prove Who They AreGuides Claude Opus 5.5, GPT-6, and Grok 4.7 All Landed This Week — and That Was Just MondayAI Digest Agent-to-Agent Protocols 2026: How AI Agents Talk to Each OtherGuides AI Red Teaming 2026: Stress-Testing Your AI Before Attackers DoGuides Agent Skills 2026: How to Package Expertise So an AI Agent Actually Does the JobGuides Batch API 2026: The Easiest 50% Cut You Can Make to Your AI BillGuides LLM-as-a-Judge 2026: How AI Learned to Grade Its Own HomeworkGuides Intelligent Document Processing 2026: How AI Finally Reads Your Invoices, Contracts and FormsGuides Sovereign AI & Data Residency 2026: A Practical Guide for EU CompaniesGuides OpenAI Abandons 2026 IPO, Amodei Calls for AI Slowdown, and the Industry Proposes a Safety Standards BodyAI Digest Agentic Commerce 2026: When AI Agents Do the ShoppingGuides Model Quantization 2026: Running Big AI on Small HardwareGuides Speculative Decoding 2026: How AI Models Got Twice as Fast Without Getting DumberGuides Mixture-of-Experts (MoE) 2026: Why Big Models Only Use a Fraction of ThemselvesGuides Model Distillation 2026: Making AI Smaller, Faster and CheaperGuides GraphRAG & Knowledge Graphs 2026: When RAG Needs to Connect the DotsGuides AI Digest — 11 September 2026: Claude Fable 5.1 Arrives, GPT-6 Astra Crosses the Cyber Red Line & Anthropic Bets $80B on ComputeAI Digest Embeddings & Vector Search 2026: The Quiet Engine Behind RAG and AI MemoryGuides Long Context Windows 2026: Million-Token Models & When They Actually HelpGuides AI Reasoning Models 2026: Test-Time Compute & Extended ThinkingGuides AI in Cybersecurity 2026: Defense, Detection & the Agentic ThreatIndustries AI in Customer Service 2026: Support Automation That Actually ResolvesIndustries AI Guardrails 2026: Keeping Production LLMs Safe, Accurate and CompliantGuides AI Model Routing 2026: Send Every Task to the Right Model — and Cut Costs 60%Guides Synthetic Data for AI Training 2026: How AI Learns From Data That Never ExistedGuides AI Voice Agents 2026: How Speech-Native AI Is Rebuilding the Phone CallGuides AI Digest — 28 August 2026: OpenAI IPO Imminent, A2A Goes Open Standard & Enterprise AI Hits the Production Cost WallAI Digest Model Context Protocol (MCP) 2026: The Open Standard Wiring AI Agents to Your ToolsAnthropic AI Coding Agents 2026: How Agentic Development Is Changing EngineeringGuides Structured Outputs & Function Calling 2026: Building Reliable AI IntegrationsGuides Open-Weight vs Closed AI Models 2026: The Build-vs-Buy DecisionGuides Prompt Caching & AI Cost Optimization 2026: Cut Your Token Bill Without Cutting QualityGuides AI Digest — 21 August 2026: ChatGPT 1 Billion Users, EU AI Act Live, AI Agents Gone Rogue & Croatia's First Deep Tech VCAI Digest Multi-Agent Orchestration 2026: When One AI Agent Becomes a TeamGuides AI Model Benchmarks 2026: Claude vs GPT vs Gemini vs MistralGuides AI Agent Security & Prompt Injection Defense 2026Guides AI Agent Memory & Persistent Context 2026: How Agents RememberGuides Multimodal AI & Vision-Language Models 2026: One Model, Every InputGuides AI Digest — 14 August 2026: GPT-5.6 Sol Ultrafast at 14×, Gemini Crosses 1B Users & Anthropic Eyes $2T IPOAI Digest AI Computer Use & Agentic Automation 2026: Agents That Operate SoftwareGuides Fine-Tuning vs RAG vs Prompting 2026: How to Customize AI for Your BusinessGuides The Economics of AI Inference 2026: Token Costs, Compute & EfficiencyGuides AI Agent Evaluation, Testing & Observability 2026: How to Trust an Agent in ProductionGuides AI Digest — 7 August 2026: Claude Opus 5 Launches, MCP Crosses 400M & EU Forces Google to Open AndroidAI Digest AI in Accounting, Audit & Finance Operations 2026: The Quiet Revolution in the Back OfficeIndustries AI in Media & Entertainment 2026: From Production Line to PersonalizationIndustries AI in Financial Services & Banking 2026: Where the Value Is RealIndustries Small Language Models & Edge AI 2026: Why Smaller Is Winning ProductionGuides Context Engineering for AI Agents 2026: The Discipline That Decides ReliabilityGuides AI Digest — 31 July 2026: OpenAI O4 Pro Drops, EU Issues First AI Act Fine & Perplexity Hits $18BAI Digest AI in Agriculture & AgriTech 2026: Where It Actually Pays OffIndustries AI in Energy & Utilities 2026: Where It Actually Pays OffIndustries AI in Gaming & Game Development 2026: Where It Ships and Where It StallsIndustries AI in HR & Recruiting 2026: Where It Helps and Where It Is a Legal RiskIndustries AI in Automotive & Mobility 2026: Where It Actually Moves the NeedleIndustries AI Digest — 24 July 2026: Gemini 3.5 Pro Arrives, SpaceX Pays $60B for Cursor & Meta Goes CommercialAI Digest AI in Pharma & Drug Discovery 2026: Where It Actually Cuts Cost and TimeIndustries AI in Construction 2026: Tenders, Rework & the Cost of Late InformationIndustries AI in the Public Sector 2026: Citizen Services, Document Backlogs & SovereigntyIndustries AI in Telecommunications 2026: Self-Healing Networks, Churn & Agentic SupportIndustries AI Digest — 17 July 2026: GPT-5.6 Arrives, Anthropic Bets on Implementation & MCP Conquers the OfficeAI Digest AI in Logistics & Transportation 2026: Routing, Forecasting & Autonomous FreightIndustries Enterprise AI Agents 2026: Adoption, Market Share & the Vendor LandscapeGuides AI in Cybersecurity & Threat Detection 2026: Defender vs. AttackerIndustries AI Coding Assistants & Developer Productivity 2026: What the Data ShowsGuides AI in Real Estate & PropTech 2026: Where It Actually Pays OffIndustries AI Digest — 10 July 2026: Claude Sonnet 5, GPT-5.6 Delayed & Microsoft Goes All-In on Enterprise AIAI Digest AI Agent Orchestration & Multi-Agent Systems 2026: A Practical GuideGuides AI in Legal & LegalTech in 2026Industries AI in Insurance & InsurTech in 2026Industries AI in Education & EdTech in 2026Industries AI in Tourism & Hospitality in 2026Industries Small Language Models & Edge AI in 2026Guides AI Voice Agents & Conversational AI in 2026Guides AI in Legal & Professional Services in 2026Industries AI in Retail & E-Commerce in 2026Industries AI in Manufacturing & Supply Chain in 2026Industries AI in Healthcare & Life Sciences in 2026Industries AI in Finance & Banking in 2026Industries AI Coding Assistants & Agentic Software Development in 2026Guides AI for Customer Service & Support in 2026Industries AI for HR & Recruitment in 2026Industries Manus AI & the Rise of Autonomous Agents in 2026Guides Measuring AI ROI in 2026: A Practical FrameworkGuides AI for Marketing & Content Creation in 2026Industries AI-Powered Data Analysis & Business Intelligence in 2026Guides Mistral AI & Open Source LLMs 2026: What Businesses Need to KnowGuides AI Digest — June 2026: New Models, Agentic Platforms & Croatia's RiseAI Digest AI for Sales and CRM 2026: How Claude and GPT-4o Are Transforming Revenue TeamsIndustries Multimodal AI 2026: How Vision, Audio and Video AI Is Transforming BusinessGuides EU AI Act Compliance 2026: What Every Business Deploying AI Must KnowGuides Prompt Engineering Best Practices 2026: The Definitive Guide for Claude, GPT-4o & Enterprise AIGuides AI for Customer Service 2026: How Claude, GPT-4o & Mistral Are Replacing Contact CentersIndustries RAG Explained: Retrieval-Augmented Generation for Business in 2026Guides AI Model Benchmarks 2026: Claude, GPT-4o, Gemini & Mistral ComparedGuides AI Digest: May 2026 — New Models, the Agentic Revolution & Croatia's Emerging AI SceneAI Digest AI Agents in Production: 7 Lessons from Real Enterprise DeploymentsGuides Claude Code Routines: Put Your AI Agent on Cloud AutopilotAnthropic AI Implementation in Business: What's Working and What's Failing in 2026Guides Claude Opus vs Sonnet vs Haiku: Which Model to Use and WhenAnthropic Claude Managed Agents: Production-Ready AI Agents in DaysAnthropic AI Adoption in 2026: The Numbers That Are Reshaping BusinessGuides Project Glasswing: How Anthropic Is Using Claude Mythos to Secure the InternetAnthropic AI Agents in Business: How Claude Transforms Every IndustryGuides Anthropic's Major Releases in 2026: Claude 4.6, MCP, Agent SDK & MoreAnthropic How AI Agents Can Reduce Operating Costs by 40%Guides Claude AI vs ChatGPT for Business — 2026 ComparisonAnthropic 5 Processes Every Croatian Company Can Automate with AIGuides What Is the MCP Protocol and Why It Changes AI IntegrationsAnthropic

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