You want to train a dog. Normally, you'd buy some treats, invest a bit of time and patience, and soon your four-legged friend would be sitting on command. But what if training your dog suddenly cost as much as building a skyscraper? Welcome to the crazy world of AI training! The Insane World of AI Training Costs: The Staggering Cost of Teaching Machines to Think From Cute Beginnings to Gigantic Wallets There was a time when you could train an AI on a small computer cluster - as cute as a puppy learning its first tricks. But those days are long gone. Today, training an AI is more like trying to teach a whale to dance - in an Olympic-sized swimming pool filled with liquid gold. Sam Altman of OpenAI recently dropped the bombshell: Training ChatGPT cost "significantly more than $100 million". Ouch! That's like spending the equivalent of a luxury car for every "Sit!" and "Stay!" The Cost Explosion: When Bits Become More Expensive Than Diamonds Le...
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Artificial Intelligence: A Gold Medalist in Specialized Tasks?
While Artificial Intelligence (AI) holds immense promise, its true potential is unlocked when tailored to specific industries or tasks. Trustworthiness and reliability are paramount. While AI chatbots based on Large Language Models (LLMs) excel at communication and general advice, they often lack the specialized knowledge required for complex tasks. Just as an Olympic athlete rarely competes in multiple sports, AI models are best when specialized. A sprinter, for example, optimizes their body for explosive speed over short distances. This specialization, however, makes them ill-suited for endurance events like long-distance running. Similarly, today's AI chatbots are generalists, designed to possess a broad knowledge base. While capable of providing superficial information on various topics, they may fall short when confronted with more specific tasks. Consider a universal AI search tool. Much like a sprinter, it's optimized for speed, retrieving information in seconds. However...
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