Super Data Science: ML & AI Podcast with Jon Krohn
733: OpenAssistant: The Open-Source ChatGPT Alternative, with Dr. Yannic Kilcher
Nov 21, 2023
Join Dr. Yannic Kilcher, a leading ML YouTuber and DeepJudge CTO, as he discusses OpenAssistant project, open-source vs closed-source challenges, alternative formulas for LLMs, adversarial examples in ML, future AI prospects, and startup challenges with Jon Krohn. Unpack the impact of open-source ML projects, the influence on tech industry dynamics, and the importance of mathematics in AI. Dive into legal tech applications, enhancing semantic search technology, and advancements in open-source LLM technology. Learn about diversifying information sources, exploring AI models, and navigating challenges in AI startup environments.
01:40:19
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Quick takeaways
- OpenAssistant project aims at enhancing LLMs with alternative formulas.
- Alignment issues exist between open-source and closed-source technologies.
Deep dives
Adversarial Examples in Neural Networks
Adversarial examples are imperceptible changes made to input data that can cause a neural network to drastically change its classification. These perturbations, while invisible to humans, are targeted to exploit the network's decision-making dynamics, pushing it to predict something entirely different from the original input, showcasing an out-of-distribution behavior.
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