The Ledger
Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.
why aren't all 7 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable
Malde: In legal AI, getting 80% of the way there is zero
“For a field like legal, like getting 80% of the way there is the same thing as zero.”
Malde: Direct user modifications, not binary feedback, drive effective AI continual learning
“I think when people think about, like, online learning, continual learning, they'll first think of, like, accept, reject, or thumbs up, thumbs down, like some of those, like, kind of binary signals. It turns out that that's actually, like, very noisy. You can …”
Malde: Nobody Scaled SDPO to Real-World Cases Before Trajectory
“It's been done in a lot of academic cases, but no one's actually been able to scale it up to real world use cases.”
Trajectory: Continuous LoRA cuts training wall-clock time in half for two concurrent jobs
“We ran this on several different scale up of experiments, and you can see that across the board, even as you scale up experiments, so like two concurrent jobs were able to cut the wall clock time in half.”
Malde walked away from $2B DeepMind acquisition to found Trajectory.ai
“Obviously the acquisition was for two billion dollars and went over to DeepBind, and then I decided to give up all the acquisition money to start trajectory.”