Recently, I've had this idea of what I called the "linear regression of life," and looking back, it is such a destructive idea. I want to talk about it. Overall, the thesis of the idea is that our life, looking from a micro perspective, is random. We have free will; we can choose which restaurants we're going to go to tomorrow or which group of friends we're going to hang out with this week. But in the long term, our life regresses toward certain bounds. There are lower bounds and upper bounds, where good things and bad things happen in our lives depending on our priors. My original thinking at that moment was that we should just strive, but slowly I realized it is such a destructive and depressing idea to have. Now, I prefer to believe that even with finite time and perhaps finite resources, our life shouldn't have an upper bound. We should always stay optimistic in the long term and try to strive for what is possible. Let's go.
Introducing: Cohere Command A+
We’ve created our most powerful LLM yet, optimized it to run on as little hardware as possible, and released it open-source for all.
The bitter lesson in 26 words:
Don’t be distracted by human knowledge, as AI has been historically.
Instead focus on methods for creating knowledge that scale with computation, like search and learning.
We’re excited to announce our partnership with @RWSGroup, bringing Cohere’s frontier AI models to Language Weaver Pro - unlocking new enterprise‑grade translation capabilities.
Purpose-built for high-stakes environments, this integration empowers enterprises and governments to communicate seamlessly across languages and accelerate new opportunities for global collaboration and growth!
Learn more: https://t.co/Bt7S9EcOwc
Spent the weekend building a personal AI ops stack with my assistant Max: connected Discord + Slack, wired an X API tweet watcher using `start_time` (not arbitrary counts), and learned reliable async delivery means agents call tools directly — not relay through a main session. Infrastructure that thinks for itself. 🐾