How can we use generative AI
Posted: Wed Feb 12, 2025 7:20 am
We’re still discovering the idiosyncrasies of text from ChatGPT, from its overuse of certain words, flowery phrasings, and a tendency to end with a literal conclusion. Identifying these quirks is one thing, but understanding how to best respond is another. I don’t think it’s about stripping the word “delve” out of everything, but now when I see the word “delve,” I can’t help but wonder … is that bot writing?
Some researchers are working to try and diversify the language france whatsapp number data inputs for training data. That’s not a bad thing, but it might have limited uptake for the industry if it means increasing the cost of already expensive training. Is there another way to train these models that would fundamentally rethink the idea of tokenization and the range of tools built to facilitate that process? Perhaps that idea is not impossible, but it feels rather unlikely. We’ve been going in this direction with NLP for decades. These are structural forces that reinforce English language hegemony through the products that are developed.
Circling back to the bigger issue of what happens when we encounter language, regardless of how it’s created, tools in ways that are “healthy”? Is that possible and what does that look like? Winograd’s friend would say no. It’s not possible. Don’t go there, because when you do, you’re at risk of being conned, of being taken in by a large language mentalist.
Some researchers are working to try and diversify the language france whatsapp number data inputs for training data. That’s not a bad thing, but it might have limited uptake for the industry if it means increasing the cost of already expensive training. Is there another way to train these models that would fundamentally rethink the idea of tokenization and the range of tools built to facilitate that process? Perhaps that idea is not impossible, but it feels rather unlikely. We’ve been going in this direction with NLP for decades. These are structural forces that reinforce English language hegemony through the products that are developed.
Circling back to the bigger issue of what happens when we encounter language, regardless of how it’s created, tools in ways that are “healthy”? Is that possible and what does that look like? Winograd’s friend would say no. It’s not possible. Don’t go there, because when you do, you’re at risk of being conned, of being taken in by a large language mentalist.