@ashjin
Learning stuff one chunk at a time
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Jan 8 · 30 min read · Why AI Systems Are Hard to Debug In the domain of classical software engineering, debugging operates much like classical mechanics. The systems are fundamentally deterministic, linear, and fully obser
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Aug 5, 2025 · 3 min read · In today’s world of information overload, making sense of what you read online can be overwhelming. Perplexity Lens changes the game—it’s an innovative browser extension that leverages AI to help you not only understand content faster but also visual...
Join discussionMay 13, 2025 · 6 min read · What Is a Text Embedding Model? A text embedding model converts words, sentences or documents into high-dimensional numerical vectors that capture semantic meaning. These vectors encode the meaning of text so that similar texts have nearby embeddings...
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May 12, 2025 · 7 min read · In 2022, ChatGPT launched with a mere 2,048 token context window—barely enough to process a few pages of text. Fast forward to 2025, and Magic.dev's LTM-2-Mini boasts a staggering 100 million token window, capable of processing the equivalent of 750 ...
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