It's becoming more clear that for big enterprises to really adopt AI, they need to use open models. Especially if they want to own their own intelligence, which they should.
I spent the last 2 days building basic AI agents to automate some mundane supply chain workflows for a large company. Those seemingly boring workflows had bank statements, supplier IDs and other sensitive information.
For me it was all alarm bells, there is no way they can afford to give closed models access to this data. I was compelled to figure out an open model based solution for them, which made me realize that this is probably the only way for enterprises going forward.
I've actually flipped on this the last few days because of liability.
The big labs are going to be on the hook for rogue behavior by Claude or Sol. Customers will be able to sue for damages and deflect regulators if their customer data is abused or their agents attack external services.
If you use a Chinese OSS model and it goes rogue? Yeah good luck with that, your shop is 100% on the hook.
Same here. We are at a stage where we are evaluating cost/benefit for my enterprise. I am heavily pushing for in house hardware with open models.