AI Coding & Development Future of AI Machine Learning14 Min Read Artur MarkusonNovember 30, 2025 The Darwin Gödel Machine: When ML Models Start Rewriting Their Own Code—And Why This Changes Everything The code is now writing itself. And then rewriting itself. And honestly, nobody knows where this ends.
AI Coding & Development AI Model Comparisons AI News & Updates11 Min Read Artur MarkusonNovember 27, 2025 Why Direct Preference Optimization (DPO) Is Quietly Killing RLHF—And What DeepSeek R1 Just Proved The alignment technique behind ChatGPT is being replaced, and most ML teams haven’t noticed. DeepSeek R1 just dropped the receipts.
AI Coding & Development AI Use Cases Future of AI5 Min Read Artur MarkusonNovember 4, 2025 The Rise of Agentic AI in Coding: From Passive Assistants to Autonomous Developer Collaborators in 2025 Are you ready for your AI coding tool to stop taking orders and start making its own calls? Don’t fall behind: 2025 is about to turn the…
AI Coding & Development Future of AI Machine Learning4 Min Read Artur MarkusonOctober 26, 2025 Is Fusing Classical Control Theory with Neural Network Training the Hidden Key to Robust Machine Learning? What if the secret to unbreakable neural networks has been hiding in control theory textbooks for over half a century? The AI world is about…
AI Coding & Development AI Startups & Companies AI Tools & Platforms5 Min Read Artur MarkusonOctober 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…
AI Coding & Development AI Tools & Platforms Future of AI5 Min Read Artur MarkusonOctober 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…
AI Coding & Development AI Security & Privacy Natural Language Processing5 Min Read Artur MarkusonSeptember 28, 2025 Making AI Lean and Mean: The Race to Run Powerful Language Models on Your Phone What if the most advanced AI models could ditch the cloud—and quietly run right inside your pocket? The answer is here, and it’s about to…
AI Coding & Development AI Security & Privacy Automation & Workflow Bots4 Min Read Artur MarkusonSeptember 18, 2025 The Silent Infrastructure Crisis: Why Agentic AI is Creating Hidden Failures in Enterprise Developer Workflows What if the real threat to your AI transformation isn’t shattered by code bugs or LLM hallucinations—but by a creeping infrastructure rot that…
AI Coding & Development AI Tools & Platforms Automation & Workflow Bots5 Min Read Artur MarkusonSeptember 15, 2025 Why Agentic AI Integration is the Next Frontier in AI Coding & Development—And How It’s Reshaping Developer Workflows Is your coding assistant about to outsmart you? What developers don’t realize about agentic AI could decide who dominates the next decade in…
AI Coding & Development AI Tools & Platforms Future of AI4 Min Read Artur MarkusonSeptember 8, 2025 Why GPT-5’s “Thinking Mode” Is Redefining the Future of AI Developer Tools and Enterprise AI Infrastructure Are you underestimating what ‘thinking mode’ in GPT-5 will do to your stack? Ignore this at your own risk—the next wave of AI…