In the high-tech, high-competition AI field, we are seeing new versions of models rolled out by the frontier companies (OpenAI, Google and Anthropic) every month and a half. I included a Release Cadence Breakdown report by Google Gemini in the “Online: Trending Now” column just a few weeks ago. The speed and intensity of the research and development required to keep up such a release schedule has taken a toll on the necessary, thorough testing of reliability and alignment that we all expect must be done by reliable creators. It is important to remember that this field is breaking new ground in creating models that can generate original concepts, often by mimicking approaches humans have taken in the past. Humans, of course, are not always the best models of safe, generous and legal behaviors. That’s where the problems arise.
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