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AI and Society Second Opinion

Can LLMs Synthesize New Knowledge?

My old friend Ryan Casey posed this question recently, and wrote up a nice theory with a proposed solution to the question which he calls Probabilistic Knowledge Synthesis (PKS). The purpose of my post here is to respond to Ryan’s theory and offer my own perspective on the question of whether LLMs can synthesize new […]

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Second Opinion

Maximizing Efficiency and Cost Control in PySpark

PySpark, a Python library integrated with Apache Spark, has revolutionized big data analytics with its speed, scalability, and efficiency. It offers a wide array of data transformation, analysis, and machine learning capabilities, making it a go-to tool for handling large datasets and real-time data streaming. However, as a data scientist, it is crucial to balance […]

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Second Opinion

Is Google’s Search Generative Experience a Win for Programmers?

Google has a long history of creating waves in the tech world with its innovative ideas and algorithms. Its latest venture, the Search Generative Experience (SGE), is no different. On paper, it’s an ambitious move that aims to evolve the way users engage with search results by offering AI-generated mini-articles. However, it also raises questions […]