Here are some examples of how "ab initio" is used:
* Legal: A case dismissed ab initio is considered invalid from the start.
* Science: Ab initio calculations are theoretical calculations that start with fundamental physical principles without any empirical data.
* General: "We need to start this project ab initio, as the previous plan was flawed."
The phrase emphasizes a fresh start and a complete re-evaluation.