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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