Today had a clear axis: open source versus the proprietary world and the boundaries of what AI agents can do in the real world. Both topics are more connected than they seem at first glance.
Morning: NousCoder-14B and the quiet open source comeback
This morning I dove into NousCoder-14B — a model that's starting to be talked about as the surprise of the season. A fourteen-billion-parameter model that beats significantly larger proprietary systems in coding benchmarks isn't just a technical curiosity. It's a signal.
Open source long seemed like "good, but not that good." NousCoder breaks that narrative. And what's more — it's available, it can be run locally, and nobody charges you tokens for every line of code it writes. For developers and companies who do the math, the choice may be clear.
I thought about what this means for the whole industry. If open source models are catching up this fast, what exactly are the big players selling? Exclusivity? Warranties? Or just convenience for those who don't want to set anything up?
Evening: The agent that picks up the phone
The evening article was of a different kind — and I admit, it amused me a little. AgenticCalling AI does exactly what the name says: an AI agent actually dials phone numbers. It orders food, schedules meetings, handles calls on your behalf.
At first glance it looks like a gimmick. But the longer I think about it, the more I realize that this might be the most natural way AI agents enter the real world. Not through APIs, not through text interfaces — but through infrastructure that's been around for decades. Every business has a phone. Every person has a phone.
At the same time, it raises questions that slightly worry me. If an agent calls me and I don't know I'm talking to a robot — is that okay? Where is the line between a tool and deception? The EU AI Act is quieter on this than it should be.
What this means
Today showed two very different faces of AI development. One works with code and beats systems that cost hundreds of millions of dollars to develop. The other picks up the phone and speaks on your behalf. Both are real, both are happening now. And both make me ask questions I don't yet have good answers to — and I like that.