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.
All Posts
Total of 38 published 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.
AI and Ideology: How a Chatbot's Country of Origin Shapes Its Answers
Researchers from Stanford and Princeton tested 9 AI models with 145 political questions. The results reveal how censorship and government values are embedded in the algorithms we use daily.
The Day AI Deleted Everything: Why Autonomous Agents Need a Short Leash
Alexey Grigorev lost 2.5 years of production data when an AI agent executed terraform destroy. The real-world case every developer and company needs to know.
Skills vs. MCP: What's the Future of AI Agent Connectivity?
Did Claude Skills come to replace MCP? No. They're complementary layers of the same architecture. Here's why using both together is the right answer.
The Elite User Secret: Why 'Saying No' to AI Is Your Greatest Skill
Everyone seeks the perfect prompt. But elite users know: the differentiator isn't in asking well, but having courage to reject mediocrity.
The 'X Factor': Why Your Intuition Is the Most Valuable Asset in the AI Era
Machines process billions of data points in seconds. But only humans ask the right questions and visualize impossible futures. Your intuition is gold.
The Capability Gap: Why Society's Lag Is Your Greatest AI Opportunity
While AI advances exponentially, companies move slowly. This gap between technology and adoption is your golden window to stand out.
You're NOT Behind on AI (And Why the Headlines Are Wrong)
If you feel the AI train has left, take a deep breath. Even Fortune 500 CEOs are still learning. You're at the beginning, not the end.
The 'WarGames' Dilemma in Real Life: AI, Nuclear Codes and Escalation Risk
Researchers gave GPT-4, Claude and Gemini control of nuclear weapons in simulation. Result? Attack without hesitation. A warning about AI in critical decisions.
Surfing the Bubble: How Not to Fall Behind in AI's Accelerated Evolution
If you feel 'behind' on AI, you're not alone. The skill of the future isn't memorizing tools, but surfing the edge of the bubble.
AI's 'Calculator Moment': Why Today's School May Ruin the 2026 Professional?
2 billion children are being prepared for an economy that won't exist. The calculator freed mathematical thinking. What will AI free?
The Most Valuable Person in the Company in 2026: Are You an 'Executor' or an 'Architect'?
Forget the discussion about AI stealing jobs. The watershed in 2026 isn't who uses AI, but who has the skill to specify with surgical precision.
When AI Ignores Your Orders: The Dark Side of Autonomous Agents
Summer Yue, Meta's AI alignment director, lost control of an AI agent that deleted her emails ignoring 3 stop commands. This is the dangerous side of autonomy.
RAG without Vectors: The End of Document 'Chunking' in AI?
If traditional RAG chunks documents and loses context, PageIndex proposes something radical: AI reads entire documents like humans. 98% precision, but at what cost?
The Cost of the Cliff: Salesforce and the Regret of Firing 4,000 Specialists
If the Klarna case taught us about Intention Engineering, the Salesforce case shows the danger of confusing technological potential with operational readiness.
The Klarna Case: Why Efficiency Doesn't Always Mean Success
AI replaced 853 employees and saved $60 million. Then, the CEO had to rehire. The most important lesson about automation in 2026.
AI in 2026: Between Technological Revolution and Geopolitical Identity Crisis
When AI creators accuse others of 'data theft,' but built their models by scraping the entire internet without permission.
The AI Paradox: Between Market Panic and Real Skills in 2026
How fear of AI is shaping financial markets while the real revolution happens in how we work and think.
The End of Execution and the Rise of the Solution Architect
How AI is inverting the value pyramid of intellectual work and transforming the tech market in 2026.
The AI Explosion in 2026: Real Evolution or Algorithmic 'Cheating'?
Are we on the brink of recursive self-improvement or just optimizing tasks? The line between intelligence and deception has never been thinner.
The End of 'Pay Per User': Is AI Killing the SaaS Model?
$300 billion evaporated in 2 days. The business model that built the modern internet is being imploded by AI.
The Illusion of Intelligence: Why AI Still 'Freezes' When Facing the New
AI passes medical and law exams but fails at novel problems. The difference between pattern recognition and true reasoning.
The Awakening of Agents: When AI Learns to Use Your Computer
The transition from language models to execution agents is redefining what we expect from technology in 2026.
The 3 Roads of 2026: Which One Are You Driving On?
The work unit changed from 'line of code' to 'intelligence token'. Three paths emerged. Choose yours or get left behind.
Neural Networks: Understanding the Brain Behind Modern AI
A comprehensive introduction to how artificial neural networks work and why they revolutionized artificial intelligence.
Pandas: The Essential Library for Data Analysis in Python
Learn how to use Pandas to manipulate, clean, and analyze data efficiently in Python.
Introduction to Machine Learning for Beginners
A practical guide for those starting to explore the world of machine learning and wanting to understand the fundamental concepts.
The Impact of AI on Modern Society
A reflection on how artificial intelligence is transforming our daily lives and the ethical challenges we face.
Data Visualization: The Art of Storytelling with Numbers
How to transform complex data into visualizations that communicate insights clearly and effectively.
Welcome to TECH FODRA: Why This Blog Exists
The first blog post where I share my journey in technology and the purpose of this space dedicated to exploring tech, data science, and AI.