How does immutability relate to the concept of trustworthy AI?

Apr 21, 2025 ... Shallow equality checking (or reference equality) simply checks that two different variables reference the same object; in contrast, deep ... Jul 8, 2024 ... An immutable value is one whose content cannot be changed without creating an entirely new value. I have a backup copy job that targets a third party object store, where the bucket is object-lock enabled. Veeam sends files there with object immutability set. Oct 12, 2022 ... Immutable objects are thread-safe, but on the other hand, in many cases, they can cause performance issues (especially in GUI applications). Sep 27, 2022 ... The most straightforward way is to create a withXYZ() method for every property - or pair of properties if multiple properties are dependent on each other. Immutable Objects. An object is considered immutable if its state cannot change after it is constructed. Maximum reliance on immutable objects is widely ... Mar 10, 2023 ... What are mutations? Objects and Arrays in JavaScript can be mutated: const user = {}. immutable¶. An object with a fixed value. Immutable objects include numbers, strings and tuples. Such an object cannot be altered. A new object has to be ... Sep 24, 2018 ... Immutability in object means we dont want our objects to change in any ways once we create them i.e make them read-only type. Here we have ... Apr 19, 2021 ... A new object system to be shipped with the Perl language. Amongst its many features, it's designed to make it easier to create immutable objects.