this post was submitted on 19 Jan 2026
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At least in Star Trek, the robots would say things like, “I am not programmed to respond in that area.” LLMs will just make shit up, which should really be the highest priority issue to fix if people are going to be expected to use them.
Using coding agents, it is profoundly annoying when they generate code against an imaginary API, only to tell me that I’m “absolutely right to question this” when I ask for a link to the docs. I also generally find AI search to be useless, even though DuckDuckGo as an example does link to sources, but said sources often have no trace of the information presented in the summary.
Until LLMs can directly cite and include a link to a credible source for every piece of information they present, they’re just not reliable enough to depend on for anything important. Even with sources linked, it would also need to be able to rate and disclose the credibility of every source (e.g., is the study peer reviewed and reproduced, is the sample size adequate, etc.).