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Jose Antonio Tejedor Garcia
Helping enterprises build soft skills & engagement through immersive metaverse training & AI | CEO at Virtway
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February 6, 2024
๐—œ ๐—ฟ๐—ฒ๐—ฐ๐—ฒ๐—ป๐˜๐—น๐˜† ๐—ฑ๐—ถ๐˜€๐—ฐ๐—ผ๐˜ƒ๐—ฒ๐—ฟ๐—ฒ๐—ฑ ๐˜€๐—ผ๐—บ๐—ฒ๐˜๐—ต๐—ถ๐—ป๐—ด ๐˜๐—ต๐—ฎ๐˜ ๐—ฐ๐—ผ๐˜‚๐—น๐—ฑ ๐—ฏ๐—ฒ ๐—ฐ๐—ผ๐—ป๐˜€๐—ถ๐—ฑ๐—ฒ๐—ฟ๐—ฒ๐—ฑ ๐—ฎ ๐—ป๐—ฒ๐˜„ ๐—ฏ๐—ฒ๐—ด๐—ถ๐—ป๐—ป๐—ถ๐—ป๐—ด ๐—ผ๐—ณ ๐˜๐—ต๐—ฒ ๐—”๐—œ, a paper titled "Attention Is All You Need" dropped in 2017, like a mic drop from the Google AI crew. โฃ โฃ This wasn't the average "how-to" manual; ๐—ถ๐˜ ๐—ถ๐—ป๐˜๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐—ฒ๐—ฑ ๐—ฎ ๐—ด๐—ฎ๐—บ๐—ฒ-๐—ฐ๐—ต๐—ฎ๐—ป๐—ด๐—ฒ๐—ฟ ๐—ฐ๐—ฎ๐—น๐—น๐—ฒ๐—ฑ ๐˜๐—ต๐—ฒ ๐—ง๐—ฟ๐—ฎ๐—ป๐˜€๐—ณ๐—ผ๐—ฟ๐—บ๐—ฒ๐—ฟ.โฃ โฃ Unlike its predecessors, stuck processing info in a straight line, the Transformer had a secret weapon: attention. Imagine a crazy busy library sale. Old models were like people frantically grabbing books one by one. But the Transformer? It had magic X-ray glasses, scanning the wholesale, snagging the best books instantly, and focusing on what truly mattered. This "attention" superpower made it way faster, smarter, and able to understand connections like nobody's business.โฃ โฃ News of the Transformer spread like wildfire. Professors geeked out over its smarts, coders played with its code, and tech giants saw its potential. At OpenAI, they realized this was a game-changer. They started tinkering, tweaking, and pushing the limits. Soon, their GPT-2 language model, powered by attention, was born, spitting out text so human-like it was scary.โฃ โฃ The world went nuts. ๐—ง๐—ต๐—ฒ ๐—ง๐—ฟ๐—ฎ๐—ป๐˜€๐—ณ๐—ผ๐—ฟ๐—บ๐—ฒ๐—ฟ ๐—ฏ๐—ฒ๐—ฐ๐—ฎ๐—บ๐—ฒ ๐˜๐—ต๐—ฒ ๐—”๐—œ ๐—ฟ๐—ผ๐—ฐ๐—ธ๐˜€๐˜๐—ฎ๐—ฟ, spawning a whole generation of "attention-based" models. Google's BERT made search engines way smarter, understanding language like a pro. Microsoft's T5 became a master of many tasks, translating languages and summarizing stuff like a boss. AI wasn't just crunching numbers anymore; it was starting to get it.โฃ โฃ But with great power, came great responsibility. Folks worried about bias and stuff going wrong. The attention thing, if messed up, could amplify bad stuff or create fake news like nobody's business. OpenAI, being the responsible bunch they were, kept researching, making sure AI played fair and followed the rules, all thanks to responsible attention.โฃ โฃ ๐—ฌ๐—ฒ๐—ฎ๐—ฟ๐˜€ ๐—น๐—ฎ๐˜๐—ฒ๐—ฟ, ๐˜๐—ต๐—ฒ ๐—ฝ๐—ฎ๐—ฝ๐—ฒ๐—ฟ'๐˜€ ๐—ถ๐—ป๐—ณ๐—น๐˜‚๐—ฒ๐—ป๐—ฐ๐—ฒ ๐—ถ๐˜€ ๐˜€๐˜๐—ถ๐—น๐—น ๐—ฒ๐˜ƒ๐—ฒ๐—ฟ๐˜†๐˜„๐—ต๐—ฒ๐—ฟ๐—ฒ ๐—ถ๐—ป ๐—”๐—œ. From chatbots having deep conversations to robots navigating like ninjas, the legacy of "Attention Is All You Need" lives on. As AI keeps evolving, the Transformer's story reminds us: cool inventions come with big responsibilities, making sure AI stays on the good side in our ever-changing world. So, that's the story of the Transformer, the AI rockstar with the magic attention superpower. Pretty cool, right?โฃ
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February 6, 2024