The Ledger
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Xanthos: Domain-specialized AI models will ultimately outperform general horizontal models
“I do think we're going to end up in a situation where the most capable model in a domain is going to be a specialized model.”
Xanthos: More code without downstream support becomes a corporate liability
“A lot more code without addressing the subsequent steps is almost a liability. It's not an asset for a company, right?”
Xanthos: Coding AI's human acceptance feedback flywheel applies to other domains
“I do think that paradigm is applicable to other domains. So you have to probably start with something that is useful, that let's say humans are on the driver's seat, engineers in our case, and As long as it's a better way of working, it's faster than not witho…”
Xanthos: Multi-agent AI needs giant models for orchestration, smaller models below
“At the top level, you usually have the most capable model, usually the most expensive also, and the biggest model, and then the underlying tasks can be performed by maybe either fast closed source models, or even open source models that you posturing for the t…”
Resolve AI counts Coinbase, DoorDash, and Salesforce as customers
“We have customers like Coinbase, DoorDash, Salesforce.”
Xanthos: Studies show production incidents rising alongside AI coding tool adoption
“So there are studies out there that showed, let's say, that the incidents where something went wrong, their new, new change has increased quite a bit as AI is being used.”
Resolve AI's primary use case is autonomous on-call incident remediation
“The primary way engineers use Resolve AI Is to put us on call instead of them waking up in the middle of the night when something goes wrong with software and resolve does the triaging and troubleshooting and suggests remediation.”