this post was submitted on 11 Nov 2025
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I am aware that LLMs do train with datasets past 2022. But there is a risk of poisoning the dataset that will grow overt time as the use of LLMs becomes larger. It is not a risk that can be easily mitigated by human feedback and fine tuning, since getting rid of workers is exactly why business owners are hyped about LLMs in the first place.
And yes, I did not about MCP so I was wrong about that part, but you can still put less data into context vs in training.