<ul data-eligibleForWebStory="true"><li>AI agents need controlled access for tools, APIs, and data to mitigate risks and ensure security.</li><li>Practices include limiting agent capabilities, defining roles, logging activities, securing credentials, and detecting suspicious behavior.</li><li>Key AI concepts to know: Machine Learning, Deep Learning, Neural Networks, NLP, Computer Vision, Reinforcement Learning, and more.</li><li>Info on AI Application Stack for RAG Apps, covering LLMs, frameworks, databases, data extraction, and text embeddings.</li><li>Insights into Shopify's tech stack handling massive scale with Ruby on Rails, React, MySQL, and Kafka.</li><li>Featured job opportunities, including a Founding Engineer role at dbdasher.ai and other high-impact roles at AI startups.</li><li>Information on the new book 'Mobile System Design Interview' by Manuel Vicente Vivo.</li><li>Listings of high-salary SWE roles, ML positions, and opportunities in tech companies like OpenAI, Square, and Red Hat.</li></ul>

EP167: Top 20 AI Concepts You Should Know

Discover more