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6 Min Read
Artur Markus
onOctober 22, 2026

CrossDiT, Explained: How Kandinsky 6.0 Generates Video and 44 kHz Audio in One Pass, and Where It Breaks

Kandinsky Lab shipped a 29B audio-video model under MIT on 6 October 2026, weights and code included. The clips it produces are five seconds long.
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  • AI Ethics & Society
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6 Min Read
Artur Markus
onOctober 21, 2026

IBM Defense Model in Practice: What the Model Card Says, and What the Pricing Page Does Not

Janes says the model cuts research time “up to 85%”, with no methodology, baseline, dataset or independent validation attached.…
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  • AI Coding & Development
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8 Min Read
Artur Markus
onOctober 20, 2026

Setting up a self-hosted ComfyUI image pipeline: a CTO’s guide to licences, GPU costs and node risk

What exactly do you own when you self-host ComfyUI? The core is GPL-3.0, and that licence covers the software and almost nothing else in your…
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6 Min Read
Artur Markus
onJuly 31, 2025

Why DeepSeek R1’s 30x Cost Efficiency Is Exposing The Hidden Economics Behind Enterprise AI Model Selection

Your CFO just discovered you’re paying $30 for AI operations that could cost $1, and the procurement meeting tomorrow will determine…
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4 Min Read
Artur Markus
onJuly 31, 2025

Why AI Startup Valuations Are Becoming Detached From Fundamental Business Reality

Your AI vendor just raised at a $10B valuation but can’t explain how they’ll ever make money—and when reality hits, your…
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4 Min Read
Artur Markus
onJuly 30, 2025

Why AI Agents Are Failing at Enterprise Scale and How Agentic Infrastructure Changes the Game

Your $2M AI agent deployment just became a $2M chatbot with delusions of grandeur—and it’s not the agent’s fault, it’s your…
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4 Min Read
Artur Markus
onJuly 30, 2025

The McDonald’s AI Security Breach That Proves Enterprise Third-Party AI Integration Is Your Biggest Blind Spot

A password worth 64 million identities just got cracked at McDonald’s, and your enterprise AI vendors probably use the same one right now.
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  • AI Model Comparisons
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4 Min Read
Artur Markus
onJuly 29, 2025

Why DeepSeek R1’s 93.3% AIME Score Just Broke Enterprise AI Model Selection Forever

Your AI vendor just watched their pricing power evaporate while a Chinese startup rewrote the rules of model economics overnight.
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5 Min Read
Artur Markus
onJuly 29, 2025

How Cisco’s $1B AI Infrastructure Orders Just Redefined Enterprise AI Economics—And Why Your CFO Should Care

Your competitors just moved from PowerPoint AI strategies to purchase orders worth billions—and Cisco’s Q3 numbers prove the enterprise…
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3 Min Read
Artur Markus
onJuly 29, 2025

Why Christie’s $728K AI Art Auction Just Exposed Enterprise Creative Infrastructure as Defensively Obsolete

Christie’s February 2025 AI-only auction didn’t just sell art—it revealed that 48% of high-value creative buyers now prefer…
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3 Min Read
Artur Markus
onJuly 28, 2025

The Hidden AI Bias in Enterprise Hiring Tools: How Fortune 500 Companies Are Unknowingly Building Discriminatory Recruitment Systems

Your AI hiring system is making decisions that would get a human HR manager fired—and sued. While legal teams debate compliance frameworks,…
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3 Min Read
Artur Markus
onJuly 28, 2025

Why SAP’s New AI-First ERP Strategy Just Obsoleted Your Enterprise IT Roadmap

While you’re debating AI strategy in quarterly planning meetings, SAP just made your current ERP system the equivalent of running…
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3 Min Read
Artur Markus
onJuly 27, 2025

Shadow AI Governance: How CISOs Are Losing Control of Enterprise AI Security While Legal Teams Sleep

Your employees are deploying AI models faster than your security team can evaluate them. While you’re debating AI policies in committee…
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Artur Markus

Software Engineer

Artur delivers hands-on expertise in automation, and digital transformation. His work connects deep technical knowledge with real-world business impact, making complexity accessible and actionable for everyone. Expect insights at the intersection of innovation, artificial intelligence, and practical results.

Basel, Switzerland

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Featured Posts

AI Tools & Platforms
CrossDiT, Explained: How Kandinsky 6.0 Generates Video and 44 kHz Audio in One Pass, and Where It Breaks
AI Ethics & Society
IBM Defense Model in Practice: What the Model Card Says, and What the Pricing Page Does Not
AI Coding & Development
Setting up a self-hosted ComfyUI image pipeline: a CTO’s guide to licences, GPU costs and node risk
AI Use Cases
FrontierMath Erdős by the Numbers: 68 Open Problems, 2 Solved, 98% on the Benchmark Next Door
AI Ethics & Society
AI This Week: The Measurement Gap, From 130 Real Agent Vendors to a 58% Sycophancy Score Nobody Checks
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Explore the latest trends in AI, gain hands-on insights from a developer’s perspective, and read in-depth reviews of real-world AI applications — curated for developers and innovators.
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