- Bias, specifically commercial bias
- Webpage formatting: every website looks different, hides the information I want in different places. Sure, it "looks pretty", but I don't want pretty; I want info
- Scams/SEO/etc...
The LLMs are very good at reading from multiple sources, parsing, and presenting only the data in a consistent format. There are many examples of this, but if you want a good one to try for yourself:Google "How to make ham fried rice"; you'll get 10,000 articles, most pretty good recipes. But they're all different; most of them are just bait for ads. And most of them, the 10-line recipe is hidden between 50 useless paragraphs about how serving food is life's most important goal.
Now, ask an LLM to search for it, find the best combination, and list only the recipes. You get a perfect, 10-line recipe that doesn't waste your time.
I've also been known to include some ground up rocks in my meals. I'm pretty picky though about them, I mostly just want a couple specific varieties.
So why should I pick an LLM over google's inbuilt LLM or an actual cookbook on the desk? What wasted time is the LLM saving?
If you use google (sans AI), you're putting some trust in their page ranking algorithm. If you use it with AI, you're trusting the same algorithm (since that's how the model gets it's sources), but then you're trusting the model to evaluate the sources for credibility and extract the information you actually want.
No. Neither can be trusted as far as you can throw them. They're both incredibly invasive data brokers. Their customer facing products are just vehicles to show ads and Hoover up more PII and behavioral data on everyone.