What Happened When Devin AI Took on 2,294 GitHub Bugs? The 13.86% That Changed Everything
Author(s): R. Thompson (PhD) Originally published on Towards AI. In the fast-changing landscape of AI-assisted productivity, Devin AI emerges as one of the most radical proposals to date. Developed by Cognition Labs, this autonomous AI software engineer isn’t just another Copilot-style assistant. …
Behind the Eyes of Llama 4: How Meta’s AI Models Think in a 10-Million-Token World
Author(s): R. Thompson (PhD) Originally published on Towards AI. The Shift We Never Saw Coming… Imagine AI that doesn’t just generate text, but actively reasons across sprawling codebases, legal archives, images, and even satellite data. On April 5, 2025, Meta released the …
What If Your AI Thinks Like a Brain? Welcome to Claude’s Secret Biology
Author(s): R. Thompson (PhD) Originally published on Towards AI. 🚨 What if AI wasn’t just code — but alive, evolving, and thinking? Artificial Intelligence has long remained an enigmatic ‘black box,’ intriguing yet opaque. However, Anthropic’s groundbreaking research, “On the Biology of …
The Secret Circuits of Machine Reasoning: Why Transformers Don’t Just Predict — They Decide…
Author(s): R. Thompson (PhD) Originally published on Towards AI. What if artificial intelligence didn’t just autocomplete your sentences or solve equations, but actually reasoned? Not like a mere pattern-matching machine, but like a thinking entity with logic steps, memory, inference — and …
The Silent Fix: How DeepRAG, RAT & Neuro-Symbolic AI Slashed Hallucinations by Up to 40%…
Author(s): R. Thompson (PhD) Originally published on Towards AI. Picture this. A doctor uses AI for a clinical decision. A lawyer consults an AI tool for case research. A student relies on a chatbot to fact-check their thesis. Then suddenly, the AI …
OpenManus Achieves 33,000 GitHub Stars in Under 10 Days: A Technical Analysis
Author(s): R. Thompson (PhD) Originally published on Towards AI. The rapid evolution of artificial intelligence (AI) has ushered in a new era of autonomous agents, transforming how we solve real-world problems. Among these, OpenManus — an open-source alternative to the proprietary ManusAI …
What Happens When You Make AI Wait? The Untold Power of Pausing in Machine Reasoning
Author(s): R. Thompson (PhD) Originally published on Towards AI. Imagine this: an AI that doesn’t just answer quickly, but actually thinks. Models that pause, reason, self-correct, and produce results that reflect deliberation rather than impulse. What if the key to more intelligent …
How 20 Million People Use Notion AI to Reclaim 7+ Hours Weekly: The Largest Productivity Shift Since Email
Author(s): R. Thompson (PhD) Originally published on Towards AI. You’re juggling Slack pings, chaotic Google Docs, and a jungle of post-its that lost their stick. Welcome to modern productivity purgatory. But what if one AI tool could sweep it all into streamlined …
AI Framework Wars: Why PyTorch Wins 70% of Research & TensorFlow Rules the Cloud
Author(s): R. Thompson (PhD) Originally published on Towards AI. Artificial Intelligence is powering solutions across sectors — from fraud detection and healthcare diagnostics to autonomous vehicles. The frameworks underpinning these AI models shape performance, flexibility, and scalability. Choosing the right framework is …
RAG 2.0: How GraphRAG, CoVe, and RL Slash AI Hallucinations by 20% in Real-World Applications
Author(s): R. Thompson (PhD) Originally published on Towards AI. Large Language Models (LLMs) power modern applications across domains — from healthcare and legal to e-commerce and education. Despite their versatility, LLMs suffer from hallucinations: responses that sound accurate but lack factual grounding. …
Can OpenManus Beat Manus AI? Benchmark Stats, Real Code and Business Use Cases
Author(s): R. Thompson (PhD) Originally published on Towards AI. The emergence of autonomous AI agents is reshaping how tasks are executed — from travel planning to stock analysis. With Manus AI and its open-source challenger OpenManus making headlines, the question is clear: …
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