Inference is probabilistic; execution must be deterministic. You need a three-gate pipeline that protects databases and APIs from unauthorized AI agent actions.
There’s a growing pattern of outages, data exposure and system failures that engineering leaders can’t ignore. These stem from treating a coding assistant like a mere tool.
While generative AI has yet to reach its full potential in the workplace, there are use-cases that make it worth the investment. Here’s where AI will be most useful in 2024.
Today, almost every business artifact is queryable data — except for the document. Now AI is trying to reason over the least reliable substrate in the company, and the results are exactly what you’d expect.
AI infrastructure is still treated as a data-center story, but billions of underused GPUs already sit much closer to users. The next infrastructure boom relies on putting them to good use.
