“We have a bunch of fine-tuned models ourselves too… making us more innovative… couldn’t do with the frontier models because of cost and efficiency reasons”

All-In with Chamath, Jason, Sacks & Friedberg · Daniel Ek: Life After Spotify, Broken Healthcare Incentives, Catching Disease Early & AI's Potential

Play from 40:54
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What was described

Combine frontier (off-the-shelf) AI models with internally fine-tuned models to increase innovation while controlling cost and efficiency

Said nearby on the same subject

“I would do cost by app… or cost by model… I track spend and efficiency by model, so devs can look and see what’s the best model per their workload”
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“The agreement encourages companies to implement robust internal controls to monitor the capabilities of AI models. It's voluntary, at least for now.”
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Why it worked Share this moment
“Human in the loop combination where you can combine human experience, customer orientation and empathy with the AI efficiency”
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How they work Share this moment
“We have an algorithm that will determine the best model… for 99% of the tasks… we spend $15-$5 million in AI-related spend… frontier models are used only for supervision”
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