Tom Dekan
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Writing on AI and software

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Cover image for How we won Product of the Week on Product Hunt
How we won Product of the Week on Product Hunt
A guide to launching on Product Hunt and winning Product of the Day and Product of the Week
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aisoftware
A Beginner's Guide to Vector Embeddings
The simplest guide to vector embeddings in practice and how to use them, including video demos solving real problems at our startup by quantifying text meaning for classification and similarity tasks.
April 2025
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Your LLM Problem Isn't Tooling. It's Effort
Getting great LLM output with an LLM-as-a-judge requires more effort, not more tools
April 2025
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AI Needs Us? Information Theory and Humans as data
Why superintelligent AI would protect humanity as a source of complexity and knowledge
March 2025
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Can we detect AI-generated text?
I tested 5 AI-text detectors that claim to detect LLM-generated text. The outcome: they don't work well.
March 2025
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Train an AI to generate text with Python 🧠
We'll train a real GPT AI language model from scratch using Python on macOS, specifically designed to generate Shakespearean text, using the Tiny Shakespeare dataset.
September 2024
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Add inline AI suggestions to your Django app 🗯
Use a fast LLM, HTMX, and Photon Designer to recommend actions to the user.
May 2024
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Build a Django AI colorization app 🎨🦾
Use Django and webhooks to build an app that uses AI to color black and white photos.
January 2024
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