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A First Principle of Reliable and Trustworthy AI: Iterative Refinement
LLMs and SLMs lack debuggability due their requirement for stochasticity in training (e.g., random weight initialization, stochastic learning, etc.). Many AI first principles such as semi-trusted training, consensus-based inference, and local-only inference are notably important. However, without proper support for interpretability and ...
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