Topic evidence page

Risk/avoid / AI hallucinations

Source-backed creator statements and evidence excerpts related to Risk/avoid / AI hallucinations.

1public insight cards
1source records
1creators

Top Creators

Public Insight Cards

These are deterministic, source-backed cards from the offline export. They are not live AI answers.

Fast smaller models like Gemini Flash may answer confidently even when wrong, making hallucinations a major constraint for AI search.

@@tjrobertson52 · asserts

Gemini 3 Flash came out this week and I wanna talk about why this is actually a big deal and something worth paying attention to. So you might know Gemini 3 came out a while back. Gemini 3 Flash is the smaller, faster version and all the large language models have one of these nano or flash versions. It's the model you want to use if you need a quick answ...

Open

Related Source Records

What Gemini 3 Flash Means for Search – Google's racing to replace its own search before ChatG...

@@tjrobertson52 · 2025-12-21

Gemini 3 Flash came out this week and I wanna talk about why this is actually a big deal and something worth paying attention to. So you might know Gemini 3 came out a while back. Gemini 3 Flash is the smaller, faster version and all the large language models have one of these nano or flash versions. It's the model you want to use if you need a quick answ...

Open

Evidence Passages

Gemini 3 Flash came out this week and I wanna talk about why this is actually a big deal and something worth paying attention to. So you might know Gemini 3 came out a while back. Gemini 3 Flash is the smaller, faster version and all the large language models have one of these nano or flash versions. It's the model you want to use if you need a quick answer and don't want to spend a lot of tokens. So why would we care about the faster, dumber version of G P t 3? Well, 1, because it turns out it's not nearly as d...
rtain question correct. However, there's no penalty for an incorrect answer. So while Gemini 3 Flash does get more correct answers than almost any other model, it's also one of the models least likely to say I don't know, which means it still has a high hallucination rate. In fact, over 90% of the time that it doesn't know the answer, it will still give a confident answer. Google is well aware of this issue, which is why they continue to experiment with hybrid solutions, experiments like Google's web view, where...