Continual Learning Needs an Outer Loop

Harrison Chase is the co-founder and CEO of LangChain, which helps developers build, test and deploy AI agents. Backed by Sequoia Capital, Benchmark and IVP, LangChain has announced approximately $160 million in funding with the last round at a $1.25BN valuation. The company works with 35% of the Fortune 500, has surpassed one billion open-source downloads and processes over one billion events daily through LangSmith.

AGENDA:

04:10 Why Is It Still So Hard to Build AI Agents? 08:50 Will the Model Labs Eat the Agent Stack? 16:25 Is Model Routing a Real Business or a Commodity? 25:45 Why Has No One Solved AI Memory? 35:45 Why Are AI Bills Exploding as Tokens Get Cheaper? 43:25 Should Companies Be Afraid of Chinese AI Models? 46:20 Where Would Harrison Not Be Investing Today? 53:05 Should Founders Take a Discount for Benchmark and Sequoia? 57:35 OpenAI at $1.5T or Anthropic at $2T: Which Would You Buy?