Media creation with artificial intelligence: Difference between revisions

Media creation with artificial intelligence (view source)

278 bytes added , Thursday at 13:03

m

no edit summary

8,910

edits

@@ Line 55: / Line 55: @@
 * Sandboxes ([https://www.virtualbox.org/wiki/Downloads virtual machines]) offer an additional layer of safety, but they can limit the usefulness of agents and introduce extra complexity, which may offset the time savings you intended to achieve.
-'''GenAI systems operate probabilistically.''' Do not expect identical results when repeating prompts with the same inputs. The same text prompts may produce similar, but not identical, outputs. Therefore, in some scenarios, it can be beneficial to generate multiple results and select the most suitable candidates for your intermediate or final goal.
+'''GenAI systems operate probabilistically.'''
+* Do not expect identical results when repeating prompts with the same inputs. The same text prompts may produce similar, but not identical, outputs. Put differently, GenAI has a consistency problem. Characters and environments will not look exactly the same from image to image. As of 2026, this problem cannot be solved, only mitigated by using references more often and additional trained models, if one has the resources to do so.
+* In some scenarios, it can be beneficial to generate multiple results and select the most suitable candidates for your intermediate or final goal.
 ==Sounds==