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7 Min Read
Artur Markus
onOctober 15, 2026

Nobody Taught Models to Absorb Criticism Because Nobody Measures It: SycEval Says 58%, Defensiveness Says Nothing

We can score a model’s over-agreement to three decimal places and have no public number for a model refusing to listen. That asymmetry…
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5 Min Read
Artur Markus
onOctober 15, 2026

AI Art: Myth vs Reality, What the $1.5B Anthropic Deal and the Getty Ruling Actually Decided

$1.5 billion did not buy Anthropic a license to train on books. It bought peace over 7 million pirated books sitting in a library, after the…
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7 Min Read
Artur Markus
onOctober 14, 2026

Agent Lightning v1.0 in Practice: What 3,500 Lines of Agentic RL Buy You, and What They Do Not

Can you train your existing LangGraph or Claude Code agent with reinforcement learning without rewriting it as an RL environment? Microsoft…
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10 Min Read
Artur Markus
onDecember 24, 2025

The 8-Second Wall: Why AI Video Generation Is Hitting a Memory Bottleneck That No Amount of Training Can Fix

Google just shipped the most realistic AI video generator ever made, and nobody’s talking about the elephant in the room: it still…
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11 Min Read
Artur Markus
onDecember 23, 2025

The $1.5 Billion Data Provenance Tax: How Anthropic’s Pirated Training Data Settlement Just Made Every AI Company’s Dataset a Legal Liability

The AI industry just learned that “we didn’t know it was stolen” doesn’t hold up in federal court—and the price tag is…
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13 Min Read
Artur Markus
onDecember 22, 2025

The $32 Billion Signal: Why Alphabet’s Wiz Acquisition Just Ended the ‘Build Your Own AI Security’ Era—And What It Means for Every Enterprise Betting on Cloud AI

Google just admitted something that should terrify every CTO who thinks their in-house team can secure AI workloads—and they paid $32 billion…
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11 Min Read
Artur Markus
onDecember 21, 2025

The AI Liability Insurance Paradox: Why Insurers Are Writing Exclusions Faster Than Companies Can Write AI Governance Policies—And What It Means for Corporate Accountability

Your company just became uninsurable for the very technology your board approved last quarter. The insurance industry knows something you don’t.
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12 Min Read
Artur Markus
onDecember 20, 2025

The $450 Reasoning Model: Why DeepSeek’s Distillation Breakthrough Just Made Every AI Investment Thesis Obsolete

What if everything VCs told you about AI moats was wrong? A university lab just built GPT-4-level reasoning for less than your monthly cloud…
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11 Min Read
Artur Markus
onDecember 19, 2025

The Military AI Trust Paradox: Why the Pentagon’s ‘Distrust and Verify’ Doctrine Is Killing the Speed Advantage It’s Supposed to Create

The Pentagon wants AI to win the next war at machine speed. But it just issued a policy requiring humans to verify every AI decision. Which…
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12 Min Read
Artur Markus
onDecember 18, 2025

The AI Productivity Measurement Crisis: Why Every Company Is Tracking the Wrong Metrics—And Building on Quicksand

Your team shipped 40% more features last quarter using AI. Your technical debt also grew 300%. These numbers are connected—and your…
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11 Min Read
Artur Markus
onDecember 17, 2025

The Synthetic Data Collapse: Why Training AI on AI-Generated Content Is Creating an Irreversible Model Degeneracy Crisis

The AI industry’s dirtiest secret isn’t about bias or job losses—it’s that we’re running out of human words to feed…
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9 Min Read
Artur Markus
onDecember 16, 2025

The Prompt Engineering Paradox: Why Reasoning Models Like o1 and DeepSeek R1 Are Making Traditional Prompt Optimization Obsolete—And What Replaces It

Your entire prompt engineering stack just became technical debt. The skills that made you invaluable six months ago are now actively…
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4 Min Read
Artur Markus
onDecember 15, 2025

Why Your Team Keeps Starting and Abandoning Projects (And It’s Not About Execution)

Something satisfying happens when you stop to think about why you do what you do.
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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 Ethics & Society
Nobody Taught Models to Absorb Criticism Because Nobody Measures It: SycEval Says 58%, Defensiveness Says Nothing
AI Art & Creativity
AI Art: Myth vs Reality, What the $1.5B Anthropic Deal and the Getty Ruling Actually Decided
AI Use Cases
Agent Lightning v1.0 in Practice: What 3,500 Lines of Agentic RL Buy You, and What They Do Not
AI News & Updates
Google Ships Playground With Unity Spark: Prompt to Game Goes Live, Unity Stock Up 4-5% in a Day
AI News & Updates
Cypher AI Raises $2M to Replace LIMS Configuration With Generated Lab Infrastructure: Every Write Needs Human Approval
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