DeepSeek poked some holes in that approach. It didn’t train on yet-unreleased chips that are light-years ahead. It didn’t, to our knowledge, require the eye-watering amounts of computing power and energy behind the models from US companies that have made headlines. Its designers made clever decisions in the name of efficiency.
In theory, it could make a project like Stargate seem less urgent and less necessary. If, in dissecting DeepSeek, AI companies discover some lessons about how to make models use existing resources more effectively, perhaps constructing more and more data centers won’t be the only winning formula for better AI. That would be welcome to the many people affected by the problems data centers can bring, like lots of emissions, the loss of fresh, drinkable water used to cool them, and the strain on local power grids.
Thus far, DeepSeek doesn’t seem to have sparked such a change in approach. OpenAI researcher Noam Brown wrote on X, “I have no doubt that with even more compute it would be an even more powerful model.”
If his logic wins out, the players with the most computing power will win, and getting it is apparently worth at least $500 billion to AI’s biggest companies. But let’s remember—announcing it is the easiest part.
Deeper Learning
What’s next for robots
Many of the big questions about AI–-how it learns, how well it works, and where it should be deployed—are now applicable to robotics. In the year ahead, we will see humanoid robots being put to the test in warehouses and factories, robots learning in simulated worlds, and a rapid increase in the military’s adoption of autonomous drones, submarines, and more.
Why it matters: Jensen Huang, the highly influential CEO of the chipmaker Nvidia, stated last month that the next advancement in AI will mean giving the technology a “body” of sorts in the physical world. This will come in the form of advanced robotics. Even with the caveat that robotics is full of futuristic promises that usually aren’t fulfilled by their deadlines, the marrying of AI methods with new advancements in robots means the field is changing quickly. Read more here.
Bits and Bytes
Leaked documents expose deep ties between Israeli army and Microsoft
