Hey everyone, wanted to share something that might interest people here. I stopped using the green owl app a while back and honestly feeling pretty good about that choice now. I know lots of folks here still use it though so thought this was worth mentioning.
Basically the company announced they’re switching from human contractors to AI for content creation. This seems like a bad move to me because AI really doesn’t get the deeper parts of how languages actually work. It can do surface level stuff but misses all the cultural context and nuances that make language learning actually useful.
What do you all think about this change? Are you concerned about the quality of lessons going forward or do you think AI can handle it?
Been watching this happen across multiple ed-tech companies and it’s frustratingly predictable. The timing says everything - they’re switching right as competition heats up, which screams cost-cutting over user experience. I bailed on these apps months ago because the content was already getting generic. What worries me most? AI can’t handle context-dependent phrases and idioms. These systems just pick the most statistically common usage, which isn’t what beginners should learn first. Real teachers know to teach ‘how are you’ before ‘how do you do’ - AI only sees frequency data. Everyone’s talking about cultural missteps, but the pedagogical problems might be even worse for actual learning.
I’ve seen this play out with several major platform changes. Companies always promise automation will make things better, but quality usually drops at first. Sure, AI can probably generate language content to some degree. But language learning isn’t just about creating content - it’s about understanding where people actually struggle. Human contractors who’ve taught learners know exactly where students get stuck and what explanations work. AI might produce grammatically correct stuff, but it’ll miss those teaching insights that make lessons actually effective instead of just correct.
The real problem isn’t AI replacing humans - it’s companies flipping the switch without thinking through proper workflows to keep quality up.
I’ve hit similar content challenges at work. You don’t pick AI or humans. You build smart automation that uses both. Let AI generate the initial content, then send it to human reviewers who get cultural context and teaching methods.
For language learning, you’d want automated flags for culturally sensitive stuff, regional variations, and difficulty progression that makes sense. AI does the grunt work while humans handle the nuanced bits that actually matter.
This hybrid approach crushes the “throw everything at AI and pray” method. You get efficiency without killing the quality that keeps learners hooked.
Check out https://latenode.com to see this workflow automation in action.
honestly not surprised they went this route since it’s cheaper. but yeah, the cultural stuff’s gonna be a real problem - ai doesn’t get when something sounds weird or offensive in different cultures. we’ll probably see some awkward mistakes in their lessons now.