Learning Management System
topic on 7 shows · 15 statements across 14 episodes
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15 statements about Learning Management System, every show
Dubois: AI model knowledge calibration generalizes across all domains
“When you have hallucination of LMs, if a model is really bad at saying that it doesn't know, that usually happens in every single domain. You won't have, like, one domain where the model is extremely calibrated about its knowledge, and another domain where it'…”
Engineers Need Taste and Foundational Knowledge to Steer LLMs
“I don't think the LMS are going to naturally always deliver beautifully crafted, elegant, and yet scientifically correct code. And so you'll still need some degree of taste, even so much to converse with the LM to steer towards the right outcome. And for that,…”
Smith: Most Webflow LLM signups came from existing SEO work
“So I would say most of the signups from LMS were from SEO work that we had already done or we're doing.”
Ethan Smith: AEO testing requires control groups because LLM growth inflates baseline metrics
“The reason why the control matters is because LM's are growing a lot, and charts are just going to naturally go up because they're growing a lot. So if you don't have a control, you don't know whether or not you caused an effect.”
Smith: Webflow gets 8% of signups from LLMs
“Webflow, they get eight percent of those signups from LMS.”
Lemkin: LMS is one of the worst startup sectors for investment
“The LMS space, this was already overcrowded before AI, right? Wait, this is LMS was one of these classic spaces of too many vendors for a midsize Tam, right? That's the worst area to invest in.”
Socher: LLMs will capture search whenever queries are complex
“And so LMs as part of that unbundling wave of Google, LMs will capture whenever you have a more complex question.”
Socher: You.com was the first search engine to provide citations for LLMs
“We actually had the first LMs in u.com, like, in twenty-twenty-one already, filed some interesting patents on that and Then we were the first to actually, in a search engine context, give them citations, right?”
Scott Belsky predicts local LLMs on personal devices will suffice for most
“I think that verticals will be important. I think the LMs will be abundant. And I actually think at some point, maybe relatively soon, we'll realize that some LMs, even locally running LMs on our machines are enough for a lot of the actions that we want to do …”
Socher: LLMs are reasoning engines, not factual knowledge stores
“And if anything, you can think of these LMs as like reasoning engines, but you still need to feed them with the right facts and information. So that they can reason over the right things rather than just sort of reason what they remember.”
Proposed EU AI Regulation Would Make All Existing LLMs Illegal
“One of the percent of the LMs that were trained these last three years would be illegal in Europe.”
Dulski: LMS platforms like Udemy have low usage and satisfaction
“There's, there are what are called learning management systems. These are flat content like Udemy or LinkedIn learning where you're watching videos and you're kind of solo doing this learning by yourself. It is Really low usage and pretty low satisfaction.”
Puri: Most corporate LMS training content sits completely untouched
“The amount of time an employee is going to carve out to just do optional education is so low that I just think that most of the things that live in the what's it called? The learning manager or whatever, like the LMS learning management system inside companies…”