Observed arrival · 2026-10-05
Dom 🆚 Machine: hands-on notes from security research to transformers
A security researcher’s personal blog documents vulnerability research, exploit development, and step-by-step explorations of transformer models.
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- A transformer sampling post traces a one-token bug that made a trained model emit nothing but commas.
Field notes
The visible sequence starts with notes on understanding transformers, continues into training, and then follows the generation loop into token sampling. One listed post reports a specific debugging failure: a one-token bug made a trained model emit only commas. The author says the writing is drafted from Obsidian notes with AI assistance; the homepage does not specify how that assistance is used.
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