Data Workflows
AI Citations with big context models
October 8, 2025
Recently some of the big AI companies such as OpenAI and Grok have been releasing models with really enormous context windows. OpenAI's new 4.1 ('gpt-4.1-2025-04-14') has a 1 million token context window.
Gavin
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Data Workflows
AI Driven Citation: Controlling Hallucinations With Concrete Sources
October 6, 2025
This process, which I call “citation under question” because it does a deep read through the entire document with a question in mind, taking notes about sections that answer the question, is precisely what the bookwyrm.ai citation endpoint is designed to solve.
Gavin