everyone's building with AI but almost nobody understands how the layers actually work. Agentic AI isn't just one thing.. it's four layers stacked on top of each other. > layer 1: LLMs the base. tokenization, prompt engineering, context engineering, RAG, fine-tuning. this is

🚨 Crude Oil Above $110: Is This the Start of a New Energy Supercycle? A Trader’s Perspective
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The global energy market has once again captured the attention of traders and investors worldwide. In a dramatic overnight rally, crude oil prices surged sharply, pushing WTI above $110 and Brent crude beyond $110, levels that immediately reignited discussions about supply shocks, geopolitical tensions, and the possibility of a longer-term energy bull market.
For many traders, this move was not just another headline—it was a moment that highlighted how quickl