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In these models, the probability of a word sequence is computed using the Transformer architecture. Given a sequence of words \(x_1, x_2, \ldots , x_n\), the probability can be calculated using the following equation: $$\begin{aligned} P\left( x_1, x_2, \ldots , x_n\right)...
Large language models evolved alongside deep-learning neural networks and are critical to generative AI. Here's a first look, including the top LLMs and what they're used for today.
Enterprise architecture (EA) is an integrated strategy, business, and information systems approach for analysis, governance, and information technology (IT) alignment. It is a comprehensive blueprint that requires the careful planning, documentation, and analysis of all the operations of an organization...
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The architecture is designed to effectively process complex and large datasets by splitting tasks into manageable components, each focusing on specific aspects of the data. Subsequently, it analyzes these summaries, considering the investment horizon, to make investment suggestions on specific stocks. ...
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It delves into an agent architecture that integrates memory (for storing past experiences), reflection (to make rational present decisions), and planning (for future actions). This architecture is critically evaluated through crowd-sourced assessments, affirming the effectiveness of the memory, reflection...