Beyond Text: Why Language Models Will Never Be 'Truly Intelligent'
Yann LeCun left Meta, raised $1 billion and said LLMs are a 'dead end.' I thought it was hyperbole. After deep research, I changed my mind. Partially.
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Exploring technology, data science, AI and society through articles and analysis.
Recent Posts
From Chaos to Security: Why NVIDIA's NemoClaw Is the Game Changer OpenClaw Couldn't Be
OpenClaw is the fastest-growing open source project in history. But with 9+ CVEs and 135,000 exposed instances, security was a nightmare. NVIDIA just fixed it with a single command.
Beyond the Obvious: Why 2026 Is the Year to Stop Asking 'What Can AI Do' and Start Asking 'What Do I Want to Build'
The capability discovery phase is over. Karpathy hasn't written code since December. The vibe coding market is worth $4.7B. The only question that matters now is: what do YOU want to create?
Beyond the Prompt: Why 'Context' Is the Magic Word of AI in 2026
I spent months thinking the secret was the perfect prompt. I was wrong. The shift from prompt engineering to context engineering transformed how I use AI — and how I communicate with humans too.
The Awakening of 'Hidden Experts': How MIT Is Changing AI Training
What if the specialist you're looking for inside the AI is already there — just hidden? MIT's Neural Thickets concept made me rethink everything I thought I knew about fine-tuning.
The Cognitive Dilemma: Is AI Atrophying Our Brains or Elevating Our Potential?
An MIT study monitored people's brains while using ChatGPT for 4 months. The results startled me — and made me rethink how I use AI every day.
The End of Transcriptions: How Gemini Embedding 2 Is Revolutionizing RAG
If you've spent hours transcribing meetings to feed your AI, I feel your pain. Google's Gemini Embedding 2 just changed the game with natively multimodal embeddings.
The Amazon Chaos: When AI-Generated Code Takes Down Real Systems
Kiro deleted an AWS production environment, causing a 13-hour outage. Then Amazon's checkout went down for 6 hours. The 'vibe coding' era has hit its limit.
The Return of Talent: Why 50% of Companies Will Rehire Employees Replaced by AI
Gartner predicts half of companies that cut staff for AI will rehire by 2027. Forrester says 55% already regret it. The exoskeleton needs a pilot.