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Caveat Computator: Navigating the Paradox of Foundation Model Dependency in the AI Ecosystem

As we witness the astounding meteoric ascent of Foundation Models (eg. transformer-based large language models LLM/SSN/LSSM), I can't help but feel both excitement and trepidation. These models, like OpenAI's GPT, have been revolutionizing a multitude of tasks, from summarization to anomaly detection to code generation. Despite the undeniable, almost surreal and unreasonable effectiveness of these…

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