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Training a SOTA Code LLM in 1 week and Quantifying the Vibes — with Reza Shabani of Replit

Latent Space: The AI Engineer Podcast

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Exploring AI in Coding: Discrepancies and Insights

This chapter presents a detailed analysis of JavaScript code behaviors, focusing on a for loop with a timeout and differing outputs from various AI models. The discussion emphasizes the importance of performance evaluation, addressing the challenges faced in coding AIs and introducing the concept of a 'vibe test' for assessing model effectiveness. Additionally, it examines the interplay between programming tools and natural language processing, highlighting the future potential of AI in streamlining software development workflows.

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