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  • When AI Gets Your Data Spectacularly Wrong

    “Summarize this file” feels like I’m a caveman pounding on the keyboard, expecting AI output excellence, and AI isn’t responding any better. TL;DR AI is powerful, but not infallible—especially when analyzing Excel or SQL files. The trick isn’t just uploading… Continue reading

    When AI Gets Your Data Spectacularly Wrong
  • Rise of Multi-Agentic AI

    Six weeks ago, our trading platform’s AI made an awful prediction error. The model was sophisticated, used well-crafted data, but it couldn’t explain why it failed. That’s when we realized we were asking the wrong question. Not long ago, the… Continue reading

    Rise of Multi-Agentic AI
  • How I Built an Institutional-Grade AI System Using Collaborative AI Development

    A new paradigm for product development in the age of AI The Challenge That Started Everything It began with a simple trading scenario: “BTC dropped from $67K to $64.8K with RSI at 32 and bearish MACD. Should I buy, sell,… Continue reading

    How I Built an Institutional-Grade AI System Using Collaborative AI Development