<p>Let’s dive into Agentic AI, guided by the &quot;Cognitive Architectures for Language Agents&quot; (CoALA) paper. What defines an agentic system? How does it plan, leverage memory, and execute tasks? We explore semantic, episodic, and procedural memory, discuss decision-making loops, and examine how agents integrate with external APIs (think LangGraph). Learn how AI tackles complex automation — from code generation to playing Minecraft — and why designing robust action spaces is key to scaling systems. We also touch on challenges like memory updates and the ethics of agentic AI. Get actionable insight… </p><p>🔗 Links to the CoALA paper, LangGraph, and more in the description. </p><p>🔔 Subscribe to stay updated with Gradient Descent! </p><p><br></p><p>Listen on:</p><p>• ⁠<a href="https://youtube.com/@WisecubeAI/podcasts" target="_blank" rel="ugc noopener noreferrer">YouTube</a>⁠: https://youtube.com/@WisecubeAI/podcasts</p><p>• ⁠<a href="https://podcasts.apple.com/us/podcast/gradient-descent-podcast-about-ai-and-data/id1801323847" target="_blank" rel="ugc noopener noreferrer">Apple Podcast</a>⁠: https://apple.co/4kPMxZf</p><p>• ⁠<a href="https://open.spotify.com/show/1nG58pwg2Dv6oAhCTzab55" target="_blank" rel="ugc noopener noreferrer">Spotify</a>⁠: https://open.spotify.com/show/1nG58pwg2Dv6oAhCTzab55</p><p>• ⁠<a href="https://music.amazon.com/podcasts/79f6ed45-ef49-4919-bebc-e746e0afe94c/gradient-descent---podcast-about-ai-and-data" target="_blank" rel="ugc noopener noreferrer">Amazon Music</a>⁠: https://bit.ly/4izpdO2</p><p><br></p><p>Mentioned Materials: </p><p>• <a href="https://arxiv.org/abs/2309.02427" target="_blank" rel="ugc noopener noreferrer">Cognitive Architectures for Language Agents (CoALA)</a> - https://arxiv.org/abs/2309.02427 </p><p>• <a href="https://blog.langchain.dev/memory-for-agents/" target="_blank" rel="ugc noopener noreferrer">Memory for agents</a> - https://blog.langchain.dev/memory-for-agents/ </p><p>• <a href="https://python.langchain.com/docs/introduction/" target="_blank" rel="ugc noopener noreferrer">LangChain</a> - https://python.langchain.com/docs/introduction/ </p><p>• <a href="https://langchain-ai.github.io/langgraph/" target="_blank" rel="ugc noopener noreferrer">LangGraph</a> - https://langchain-ai.github.io/langgraph/ </p><p><br></p><p>Our solutions: </p><ul><li>https://askpythia.ai/ - <a href="https://askpythia.ai/" target="_blank" rel="ugc noopener noreferrer">LLM Hallucination Detection Tool</a> </li></ul><ul><li>https://www.wisecube.ai - <a href="https://www.wisecube.ai" target="_blank" rel="ugc noopener noreferrer">Wisecube AI platform</a> can analyze millions of biomedical publications, clinical trials, protein and chemical databases. </li></ul><p><br></p><p>Follow us: </p><p>- <a href="https://askpythia.ai/ " target="_blank" rel="ugc noopener noreferrer">Pythia Website</a>: https://askpythia.ai/ </p><p>- <a href="https://www.wisecube.ai" target="_blank" rel="ugc noopener noreferrer">Wisecube Website</a>: https://www.wisecube.ai </p><p>- <a href="https://www.linkedin.com/company/wisecube/" target="_blank" rel="ugc noopener noreferrer">LinkedIn</a>: https://www.linkedin.com/company/wisecube/ </p><p>- <a href="https://www.facebook.com/wisecubeai " target="_blank" rel="ugc noopener noreferrer">Facebook</a>: https://www.facebook.com/wisecubeai </p><p>-<a href="https://x.com/wisecubeai " target="_blank" rel="ugc noopener noreferrer"> X</a>: https://x.com/wisecubeai </p><p>- <a href="https://www.reddit.com/r/pythia/ " target="_blank" rel="ugc noopener noreferrer">Reddit</a>: https://www.reddit.com/r/pythia/ </p><p>- <a href="https://github.com/wisecubeai" target="_blank" rel="ugc noopener noreferrer">GitHub</a>: https://github.com/wisecubeai </p><p><br></p><p>#AgenticAI #FutureOfAI #AIInnovation #ArtificialIntelligence #MachineLearning #DeepLearning #LLM</p>