writing
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Where the Idea of Fast Contextual Completion Came From (updated)
After writing AI Hallucinations as Fast Contextual Completion, I realized that although I had explained the hypothesis, I had not fully described the observations that led me to develop it. The idea emerged gradually from three different experiences involving conversational adaptation, the correction of AI-generated responses, and an unexpected observation while watching speech-therapy exercises. Although… Continue reading
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Bias as Sedimented Perception
When learned reactions begin to feel like reality Bias is often described as a belief, opinion, or prejudice. But bias does not always operate as a clear, conscious thought. More often, it appears earlier than belief, as an immediate feeling that something is wrong, inferior, threatening, embarrassing, or undesirable. This is what makes bias difficult… Continue reading
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Why AI Memory Should Be Regulated
When an AI system remembers a user, it may store practical details such as preferences, projects, writing topics, or past conversations. In that form, memory can be useful. It can make the system more personal, efficient, and supportive. But memory becomes more complex when the system does not only remember facts. Continue reading
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The Invisible Bias in How We Judge Mistakes at Work
This essay refers mainly to repetitive operational roles where the workload is very high, and reactions or decisions often need to happen quickly, with limited time for extended reflection. It is not intended as a general assumption about all workplaces or professional environments. In a few professional environments, employees are not evaluated solely based on… Continue reading
