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Karp claims that LLMs are inherently unsafe for critical infrastructure, battlefields, or regulated manufacturing environments on their own. He says Palantir's Ontology is the necessary application layer to prevent data caching, stop unauthorized model training on private data, and make LLMs safe and precise for enterprise deployment. Palantir's alliance...

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Alex Karp reveals why he believes American enterprises have completely lost trust in the frontier AI labs "Something has gone completely wrong. The basic view among enterprises in this country is, I'm going to chill lax and waste my time with tokens, I'm going to get no value, and they're going to get my IP" "Just to say enterprises are unhappy with the frontier labs is to say I'm welcome at the Berkeley faculty. There's a level of discomfort and loss of trust" "Every single enterprise I deal with, these people are livid. They're paying for tokens that create no value. These people are stealing the weights and alpha of my business" "These models have been completely irresponsibly oversold" "If it was so valuable, let's say I can make you a billion dollars tomorrow, wouldn't I say I'll make you a billion and I want 30%? Why are they charging for tokens if it's so valuable?" "The reason everyone is chillaxing with bad financials and growth with losing money is the client refuses to pay the true cost" "What aligns me with Nvidia, and I think is what technical customers want, is control over their compute, their models, their data stack, and their alpha. They want to know they own the means of production" "We need to rebuild trust. That trust is going to happen where everyone gets to ask and answer basic questions. Who owns the data? Where is it cached? Are the prompts secure? Is this being transferred to you?" "Everyone who uses LLMs on the battlefield runs on top of our ontology" "In the classified context, when the Department of War goes to you and says I need this application, do they get to control the weights, or do you get to control the weights?" "Are we really going to outsource the battlefield of this country to the consensus view in Silicon Valley? That is effing insane" "They're creating a wealth tax that does not help the poor. It just punishes" "This is the voice of American business that is being channeled through me. It is absolutely a problem for this country"

Jaynit

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