5,356 karma · joined April 22, 2008
2. The water management plan has nothing to do with where water flows to fight fires.
3. A legal fight in 2020 is not caused by a bill that was passed in 2025.
> there would be no drought in 2020
That’s not how droughts work. A drought is a lack of rainfall. Moving water can reduce the problems caused by a drought, but it cannot prevent a drought.
> Part of the reason that China’s stock market trends sideways is that everyone’s profits are competed away. Big Tech might enjoy the monopolistic success smiled upon by Peter Thiel, coming almost to genteel agreements not to tread too hard upon each other’s business lines. Chinese firms have to fight it out in a rough-and-tumble environment, expanding all the time into each other’s core businesses, taking Jeff “your margin is my opportunity” Bezos with seriousness.
Going further, there’s the whole test containers movement of having a real version of your dependency present for your tests. Of course, in a microservices world, bringing up the whole network of dependencies is extremely complicated and likely not warranted.
And with that said, these studies are more relevant than the top of thread linking to a review from 2011 looking at papers from 2005-2006 for ultrasound cavitation causing metastases.
Taking slow requests as an example, a dependency gets slower and now your log volume suddenly goes up 100x. Can your service handle that? Are you causing a cascading outage due to increased log volumes?
Recovery is easier if your service is doing the same or less work in a degraded state. Increasing logging by 20-100x when degraded is not that.
But even more than that, today’s AI chats are far more sophisticated than probabilistically producing the next word. Mixture of experts routes to different models. Agents are able to search the web, write and execute programs, or use other tools. This means they can actively seek out additional context to produce a better answer. They also have heuristics for deciding if an answer is correct or if they should use tools to try to find a better answer.
The article is correct that they aren’t humans and they have a lot of behaviors that are not like humans, but oversimplifying how they work is not helpful.
Cloudflare’s own post says the configuration change that resulted in the outage rolled out in seconds.
1. There were outages under the old guard.
2. The new guard is operating systems that are larger than what the old guard operated.