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About Blog Projects Talks Podcasts Tags Other work

Tag: Machine Learning

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14 posts with this tag

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Data leakage is a major issue when measuring LLM performance

Have a think back to when GPT-4 came out in March 2023. One of the key things that OpenAI highlighted in their technical report was that this model was showing near-human performance, measured by how it scored on exams designed for humans. They …

Posted on December 29, 2025 • 8 minutes read Read on
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How convolutional neural networks (CNNs) work

Convolutional neural networks, CNNs, convnets, call them what you like - these powerful neural nets remain one of the most popular type of models for classifying images. But have you ever wondered how they work? In this blog post, we'll go through …

Posted on August 10, 2024 • 18 minutes read Read on
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Are LLMs really on the path to AGI?

The claims of artificial general intelligence, or AGI, have been some of the hottest and most emotionally charged discussions about large language models. In addition, these claims probably have the most intellectual weight behind them of all of the …

Posted on July 27, 2024 • 17 minutes read Read on
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Could LLMs be conscious or sentient?

In June 2022, a story hit international news that a Google engineer believed that one of their large language models had achieved sentience. Blake Lemoine was testing Google's conversational LLM LaMDA (the model that went on to power the original …

Posted on July 13, 2024 • 11 minutes read Read on
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Can LLMs use language at a human-like level?

Over the past two years, since the initial release of ChatGPT in November 2022, we've been in a hype cycle around large language models, or LLMs. Due to the very human "feeling" of LLM outputs, a lot of people have been convinced that these models …

Posted on June 29, 2024 • 15 minutes read Read on
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