Ankit Kumar
23 statements across 1 episodes · 7 bullish · 3 bearish · 1 people on the record · first statement Mar 15, 2025 by Ankit Kumar · across every show →
On the record as a speaker too: Ankit Kumar's record, appearances and statements → this page counts the times other people say the name.
Everything said about Ankit Kumar, oldest first
Mar 15, 2025
Kumar: Seemingly easy side products like APIs create massive engineering drag
“Sometimes it feels like an API or something like that is like relatively easy to do. And, you know, it's not like, it's not maybe as hard as some of the other things that we're doing, but everything is a drag on engineering, right?”
Mar 15, 2025 positive
Kumar: No other open-source model generates multi-participant contextual audio
“At least to our knowledge, there's not another model out there that, that is open source that kind of is a sort of contextual thing where you kind of can put two participants in a conversation, even more, three, and generate kind of a conversation between them…”
Mar 15, 2025 negative
Kumar: Top AI labs under-invest in creative taste and humanities
“I do think that there is kind of an under-investment or an under-focus in the sort of Strong AI team world on product experience and sort of creative taste and kind of humanities maybe, in a sense, to kind of bring AI to experiences that kind of everyday peopl…”
Mar 15, 2025
Kumar: Early AI startups need flexible systems thinkers over niche specialists
“Especially when you're smaller, you know, you don't really want to harden, like, you know, you have this team that is super, super niche and doing only this thing, because you don't know exactly what the stack is going to look like tomorrow. Things change on t…”
Mar 15, 2025 neutral
Kumar: Competitors will match Sesame's voice quality; there is no secret sauce
“The other companies, the other sort of chat products and so forth, they will get better voices. They're all, like, it's not gonna, we don't have some magical secret sauce on the technical side that is gonna be, like, impossible to replicate. They're gonna get …”
Mar 15, 2025 positive
Kumar: AI voice interface success depends on product experience over model size
“We think that that interface layer, it's really not kind of a core bigger, bigger models, better, better reasoning question. It's really a product experience question. It's really a question of, can you make a system that people actually want to interact with,…”
Mar 15, 2025 negative
Mar 15, 2025 positive
Kumar: Developer plugins will be essential to future AI interfaces
“I think that the models still need to get better basically to utilize plugins essentially in a way that's kind of reliable enough that someone will go out and look for a plugin for, you know, their kind of downstream service of choice because they just want, y…”
Mar 15, 2025
Kumar: Builders underestimate current releases due to internal roadmap gaps
“When you build the thing, right, when you're building the product and using it every day, you know, there are some things that you work on that don't get into the demo because they're going to take longer and you want to ship the demo. You kind of know how big…”
Mar 15, 2025
Kumar: Internal ML testing fails when teams exhaust fresh user reactions
“Misleading at times because you tried so much and you don't have, at least when we're trying it internally, you don't have such a diversity of users that you get kind of the first reaction over and over, right? You only get so many first reactions. And then wh…”
Mar 15, 2025
Mar 15, 2025
Kumar: Word error rate metrics for AI speech generation are now saturated
“Earlier on in the speech generation world in the community, very often you'd look at like word error rate where you look at transcription, like you kind of have a sentence and you generate and you transcribe it and you see if it's the same. And those metrics a…”
Mar 15, 2025 bullish
Kumar: Big tech companies will attempt to own conversational AI interface layer
“I think that over time, I think we will see more of these, you know, bigger companies trying to operate this layer. Like I said, I think that there is not enough effort on that right now, making these systems delightful to interact with, you know, and I think …”
Mar 15, 2025
Kumar: Sesame evaluates speech models against real human conversation continuations
“We also have some data sets that are kind of like Just two people in a conversation or sometimes they're actors, but it's trying to be a real conversation. And so we'll kind of take the conditioning of some snippet of the conversation and then show a human rat…”
Mar 15, 2025 negative
Kumar: Near-term AI voice models will still lack dynamic conversational fluidity
“And the models that we have today, like CSM, for example, And probably some of the models that we'll have in the short term that will make the experience better will still not be modeling the conversational dynamics because they're making decisions that kind o…”
Mar 15, 2025 neutral
Mar 15, 2025
Mar 15, 2025 positive
Kumar: Voice AI models must decide every 100 milliseconds for natural interaction
“You need to make decisions at the hundred millisecond, let's say, Time segment so that if you're talking and the other person, you know, starts sort of making some noises that make it seem like they're trying to interrupt you or they want to say something, you…”
Mar 15, 2025 positive
Kumar: Sesame will preserve AI companion personality as models improve
“They're making assistance. They're making utilities. I love those products. I use them all the time. They're great products. We want to make a companion. And so our prioritization of features and of, let's say, post training kind of personality, et cetera, wil…”
Mar 15, 2025
Kumar: AI product optimization depends on hard-to-quantify qualitative user reactions
“But really, I think with some of these more product experience questions, there's something qualitative about it that is very hard to quantify. That is one of the big challenges internally, actually, is how do you hill climb effectively on what is really an ML…”
Mar 15, 2025
Kumar: Achieving human realism in voice AI is harder than text
“I think you, I think it's much easier. It would be much easier to make a system that produces text chats with you that feels like you're texting a human because there's such a compression of like what the entity on the other side is into just like text. Wherea…”
Mar 15, 2025 positive
Kumar: Storytelling and AI will merge into new AI-native media categories
“And I think that we will see a lot of not just Sesame, but other kinds of media, let's say, that are sort of AI native in a way that Bring some creativity, bring some like storytelling into AI, or maybe bring AI into those categories. And I think they'll make …”
Mar 15, 2025
Kumar: Good ML taste means avoiding what APIs will soon commoditize
“I think from my perspective, good taste in ML today, because it's such a fast moving field with so many people working across, you know, open source and APIs and big labs and so forth. Really, you're trying to identify What part of the ecosystem or what part o…”