The Ledger
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Kleinerman: Web data policies for AI training will shift within 12 months
“I think all of this will shift. In the next six, 12 months, this is all starting already, because in the same way that search changed the rules of engagement with public data, Gen AI is doing the same thing, and the companies that are behind that data are doin…”
Kleinerman: AI foundation models will commoditize until the next architectural innovation
“These are strong words, but I think they're getting commoditized until the next big innovation comes and you allocate some more value to the model.”
Kleinerman: Data-rich incumbents will win the majority of AI value
“I would bias towards incumbents that have the data. So I would say, think of all the data that a company like Google has. Or that's public data, or not semi-public, but a lot of user data, or think all the private enterprise data that a company like Snowflake …”
Kleinerman: Commercial AI solutions will largely be managed cloud services
“I also think that commercial solutions will largely be hosted cloud services, in which case, in the same way that it is true with open source, I think it will be true about open weights.”
Kleinerman: AI will bring incremental productivity boosts, not immediate mass layoffs
“I don't think that it's a mass firing happening next week. It's more incremental productivity boosts happening over the next six, 1224 months.”
Kleinerman: AI job displacement backlash will become a major issue by 2025
“So at this point, I would say the incentive should be working maybe, I don't know, A year, a couple of years from now, what you're saying becomes true.”
Kleinerman: AI data monetization will shift toward paid licensing terms
“I don't know if they're going to be able to keep all the existing revenue, but for sure they should be able to capture some amount of revenue. So I don't know exactly what would be the replacement ratios. But clearly their data is valuable. Right now it's not …”
Kleinerman: Generative AI Will Not Render Visual UIs Obsolete
“I would say that for certain use cases, that's entirely true. Like if I have a UI to configure a cluster, like I don't need to know all the options. I just can specify what I want. There are many use cases where You may want a richer way to interact with data …”
Kleinerman: Generative AI will simplify nearly every human-computer interaction
“I do think that there is the opportunity to change pretty much every single interaction between humans and computers into something that is friendlier and simpler. So yes, there's fog, and there's noise around it, but it will clear up, and at the end of the da…”
Kleinerman: Generative AI will democratize enterprise data access via natural language
“I think Gen AI has the opportunity to Turbo charge this type of translation where the language is natural language, and the answers come in natural language, but along the way, there's traditional database lookups, traditional retrieval, and has the opportunit…”
Kleinerman: Computer vision democratization will follow LLMs into seamless multimodal AI
“What has happened for language models is coming for computer vision, for images. The democratization, democratization, how do you simplify it? Then there's the intersection of those true multimodal languages, which there are many of them out there, but how do …”
Kleinerman: Enterprise AI will require explicit source attribution for accuracy
“I would say that that is the world that we're headed towards, at least in the enterprise, like forget the creative side of things, but at least in the world where you need correct answers, you need to be able to attribute where things came from.”