Uploaded January 2026 | Updated September 2026, 3 weeks ago
Before an AI system can do anything useful, it needs the right information. This video focuses on the first step of context management: context acquisition. We walk through where context comes from in LLM systems; user inputs, connected knowledge bases, documents, historical memory, and prior interactions. You’ll learn why clarity in inputs (roles, objectives, constraints) directly impacts output quality, and how even small knowledge bases can effectively ground an AI when used correctly. Whether you’re working with ChatGPT, Claude, or custom agent systems, understanding how context is acquired is the foundation for reliable, repeatable results.
To get access to all assets used in our videos, join our Slack channel: aisc-to.slack.com
Where else to find us:
linkedin.com/in/amirfzpr
aisc.substack.com
youtube.com/@ai-science
https://lu.ma/aisc-llm-school
maven.com/aggregate-intellect
#ContextManagement #LLM #GenAI #PromptEngineering #RAG #AIEngineering #AgenticAI #ArtificialIntelligence
Before an AI system can do anything useful, it needs the right information. This video focuses on the first step of context management: context acquisition. We walk through where context comes from in LLM systems; user inputs, connected knowledge bases, documents, historical memory, and prior interactions. You’ll learn why clarity in inputs (roles, objectives, constraints) directly impacts output quality, and how even small knowledge bases can effectively ground an AI when used correctly. Whether you’re working with ChatGPT, Claude, or custom agent systems, understanding how context is acquired is the foundation for reliable, repeatable results.
To get access to all assets used in our videos, join our Slack channel: aisc-to.slack.com
Where else to find us:
linkedin.com/in/amirfzpr
aisc.substack.com
youtube.com/@ai-science
https://lu.ma/aisc-llm-school
maven.com/aggregate-intellect
#ContextManagement #LLM #GenAI #PromptEngineering #RAG #AIEngineering #AgenticAI #ArtificialIntelligence
