LLM Psychometrics: A Speculative Approach to AI Safety

In recent years the domain of artificial intelligence has witnessed a veritable explosion of growth. This burgeoning field observed global AI startups accruing a staggering sum of nearly $50 billion in investments, signalling an unprecedented surge of enthusiasm and trust in the potential of AI technologies. Within this brave new world, the adoption of LLMs—Large Language Models—stretches its tendrils across varied and vital sectors: finance, healthcare, legal, education, and the spheres of customer service. In the medical sector alone, the integration of LLMs for endeavors such as novel drug discovery and the enhancement of patient care is anticipated to experience a marked upswing. The market was valued at approximately 10.5 billion USD in 2022 and is expected to reach around 40.8 billion USD by 2029, with a compound annual growth rate (CAGR) of 21.4% during the forecast period from 2023 to 2029​.

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