AI Tools

11 Min Read

onJanuary 3, 2026

The Context Fidelity Crisis: Why Recursive Language Models Just Made the 10M Token Context Window Obsolete Before It Arrived

The AI industry just spent billions engineering context windows that can swallow entire codebases whole—and MIT proved it was solving the…

11 Min Read

Artur Markus

onDecember 14, 2025

The Cost-Performance Blind Spot: Why DeepSeek’s 95% Price Cut Proves Every AI Model Comparison Framework Is Measuring the Wrong Thing

The entire AI industry just got caught measuring the wrong thing, and almost nobody’s talking about it.

10 Min Read

Artur Markus

onDecember 3, 2025

Why Traditional AI Model Comparisons Are Now Statistically Meaningless—And What the FrontierMath Controversy Reveals About Benchmark Integrity

The entire AI benchmark system just collapsed, and the industry is pretending everything’s fine. Here’s what nobody wants you to…

4 Min Read

Artur Markus

onNovember 11, 2025

Why AI Art Co-Creation Tools Are Redefining Creative Ownership and Authorship in 2025

Is the art you create with AI truly yours, or have you just handed your creative legacy to algorithms—and are you ready for the legal and…

5 Min Read

Artur Markus

onNovember 9, 2025

Why Retrieval-Augmented Generation (RAG) is the Critical Next Leap for AI Tools & Platforms in 2026

Will your AI platform become irrelevant by 2026? Discover the hidden flaw in today’s AI models that RAG-powered systems are set to…

5 Min Read

Artur Markus

onOctober 13, 2025

Why OpenAI’s Apps SDK and the Platformization of AI Tools Mark a Turning Point for Developer Ecosystems in 2025

Forget what you know about AI “tools”—something seismic just happened. Developers and enterprises facing AI’s limitations are about to make…

5 Min Read

Artur Markus

onOctober 10, 2025

The Rise of Agentic AI in Coding: From Passive Assistants to Autonomous Developer Collaborators in 2025

Still treating your AI coding assistant like a glorified autocomplete tool? You might be missing the biggest paradigm shift software…

5 Min Read

Artur Markus

onSeptember 19, 2025

The Rising Threat of AI-Powered Cybercrime: How “Dark LLMs” and AI-Driven Ransomware Are Redefining Enterprise Security in 2025

Think your company’s security will spot the next cyberattack? “Dark LLMs” are fueling a silent cybercrime arms race, and…

5 Min Read

Artur Markus

onSeptember 12, 2025

Why AI Art Co-Creation Tools Are Accidentally Teaching Models to Replicate and Steal Creative DNA

What if the very AI art tools promising to empower your creativity are quietly learning every brushstroke—and could one day render your style…

5 Min Read

Artur Markus

onSeptember 8, 2025

Mastering GPT-5’s ‘Thinking Mode’: Elevating AI-Driven Developer Workflows Beyond Simple Code Generation

What if your AI coding co-pilot could finally hold its own in multi-hour whiteboard debates, refactor your legacy modules, and anticipate…

AI Tools

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