5/N Besides the result itself, I am excited about our approach: We reach this capability level not via narrow, task-specific methodology, but by breaking new ground in general-purpose reinforcement learning and test-time compute scaling.

BREAKING: Trump says Coca-Cola, $KO, has agreed to use real cane sugar in US going forward.

🚨 Chamath explains Grok 4's breakthrough and how Elon leapfrogged the competition in AI: @elonmusk and the team at xAI understood "The Bitter Lesson" by @RichardSSutton @chamath: "(The Bitter Lesson) basically says in a nutshell, that you're always better off, when you're trying to solve an AI problem, taking a general learning approach that can scale with computation. Because it ultimately proves to be the most effective." "The alternative would be something that's much more human labored and human involved that requires human knowledge." "So the first method, what it essentially allows you to do is view any problem as an endless, scalable search or learning task." "As it's turned out, whether it's chess, or Go, or speech recognition, or computer vision, whenever there was two competing approaches, one that used general computation and one that used human knowledge, the general computation problem always won." " And so it creates this bitter lesson for humans that want to think that we are at the center of all of this critical learning and all of these leaps, and what these results show is a general computational approach that doesn't require as much human labeling can actually get to the answer and better answers faster."

Huge opportunity for engineers, IT, or operations people to help companies implement AI Agents for enterprise workflows. If you’re on this site, you have a cheat code for what’s happening in AI that puts you ahead of the adoption rate of most orgs by a couple of years.

Kling 2.1 Master handles this kind of prompt beautifully: POV shot of a gravity surfer diving between ancient ruins suspended midair, glowing moss lights the path, the board hisses as it carves through thin mist, echoes rise with speed I love how it turned out! 🏄‍♂️ And now, sound effects can even be added automatically during video generation — a total game-changer 🔊🎬