Solution to Climate change: 1. Address the 1.5 million-per-week human population increase.     See Less

”Best Behavior” is BS. It will create invisible frustration and sabotaging behavior behind the cameras. People who totally lack knowledge about human behavior shouldn’t have a say on     See More . At least one could wish they have some self-awareness about their limitations since stupidity is our biggest threat.    See Less

9:17     See Less

The big AI labs don't about anything else except advancing their model at any cost.     See Less

'DeepSeek R1 analysis' AIE [8:26-9:48]     See Less

Something I've pondered regarding process rewards vs outcome rewards is "what happens when it is starting to exceed human abilities in some domain?". Consider a game like Chess     See More ople have been playing for centuries and have developed myriad strategies, but the games haven't been *solved*, those strategies might have inherent flaws that people just haven't been clever enough to identify, so while it might make sense to reward adherence to certain strategies when the model is weak that should be less of a factor once it gets beyond human ability, the final win vs loss outcome is the ultimate "contact with reality".    See Less

quick correction about the DeepSeek project. First, it's not a side project—it's a multi-year effort with R&D going back to at least 2020/2021. Second, the $5.7M mentioned co     See More the GPU renting for training. That figure doesn't include salaries for the researchers and engineers over those years, the extensive R&D, or the base model development itself. So, while $5.7M is a big number, the total DeepSeek project cost is significantly higher.    See Less

it’s time to come out of your cage monkey man     See Less

Can we get a dedicated episode for DeepSeek? It's one of the biggest news in AI maybe in a year     See Less

Awesome summary! 👏👏👏     See Less