Paper Digest
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Recent Posts
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Single-shot prediction of parametric partial differential equations
Published: at 11:13 AM
99.48 🤔Flexi-VAE introduces a variational autoencoder framework for single-shot forecasting of parametric PDEs, using a neural propagator to achieve efficient, accurate long-horizon predictions with significant speedups over sequential models like AE-LSTM, as validated on Burgers' and advection-diffusion equations.
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AI in Money Matters
Published: at 11:03 AM 99.13 🤔This paper investigates the cautious adoption of Large Language Models like ChatGPT in the Fintech industry through qualitative interviews, highlighting professionals' optimism for routine task automation, concerns over regulatory inadequacies, and interest in bespoke models to ensure compliance and data control.
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A Statistical Case Against Empirical Human-AI Alignment
Published: at 11:06 AM 98.37 🤔This position paper argues against forward empirical human-AI alignment due to statistical biases and anthropocentric limitations, advocating for prescriptive and backward alignment approaches to ensure transparency and minimize bias, supported by a case study on language model decoding strategies.