Document ingestion and the launch of Gemini 2.0 caused a lot of buzz this week. As a team building in this space, this is something we researched thoroughly. Here’s our take: ingestion is a multistep pipeline, and maintaining confidence from LLM nondeterministic outputs over millions of pages is a problem.
Comments URL: https://news.ycombinator.com/item?id=42966958
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Comments URL: https://news.ycomb
![Teslas monitor everything – including you [video] from WIRED](data:image/png;base64,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 "Teslas monitor everything – including you [video] from WIRED")
Hi HN, I’m Phil, one of the co-founders building emdash. Previously, I was an early engineer at Facebook and led Customer Products at Square.
We’ve focused on making chat and video work together
Article URL: https://arxiv.org/abs/1601.01229
Comments URL: https://news.ycombinator.c
Article URL: https://github.com/deepseek-ai/profile-data
Comments URL: http
