Category: GPTs
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Comparison of LLMs: Lies, Damned Lies, and Benchmarks 4/6
The Good, the Bad, and the Misleading: Analyzing Benchmark Results Now that we’ve explored the benchmarks and real-world applications, it’s time to don our detective hats and dive into the murky world of benchmark result analysis. Prepare yourselves for a journey through the land of statistical sleight of hand, where numbers dance and charts tell…
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Comparison of LLMs: Lies, Damned Lies, and Benchmarks 5/6
Beyond the Numbers: Real-World Performance and Limitations Now that we’ve navigated the treacherous waters of benchmark analysis, it’s time to step back and look at the bigger picture. After all, in the real world, language models don’t live and die by their ability to ace standardized tests. So, let’s roll up our sleeves and dive…
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Comparison of LLMs: Lies, Damned Lies, and Benchmarks 6/6
The Future of LLM Evaluation: Moving Towards More Meaningful Metrics As we’ve journeyed through the landscape of LLM comparisons, we’ve seen the good, the bad, and the downright misleading. But what does the future hold for evaluating these silicon-based wordsmiths? Let’s dust off our crystal balls (or perhaps ask an LLM to predict the future…
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Can You Spot the AI? The Turing Test and GPT-4’s Sneaky Success
Once Upon a Time in AI Land: The Turing Test’s Origins In 1950, a brilliant British mathematician and computer scientist named Alan Turing proposed a simple yet profound question: “Can machines think?” To answer this, he devised what would become one of the most famous tests in artificial intelligence—the Turing Test. Imagine this scenario: A…
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AGI vs. ANI: The Genius and the Savant of the AI World
In the world of artificial intelligence (AI), there’s a lot of talk about AGI and ANI. If these terms sound like confusing jargon, don’t worry, you’re not alone. Today we look at the differences between Artificial General Intelligence (AGI) and Artificial Narrow Intelligence (ANI). Imagine, if you will, that the AI universe is a grand…