Creator Economy, AI & retail-tech investor | J.D. & J.M. | PNG collector | Musical lover | Happy to chat, using Cal.com link below to book calls (https://cal.com/darrenli)
Embra was one of the first AI Agents startups. Today, we are renaming AI Agents to AI Commands, and narrowing our focus away from autonomous agents.
While autonomous agents took off in popularity, we found they were often unreliable for work, inefficient, and unsafe.
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The main differences between the AutoGPT project and traditional LangChain agents can be attributed to different objectives. In AutoGPT, the goals are often more open ended and long running. This means that AutoGPT has a different AgentExecutor and different way of doing memory (both of which are more optimized for long running tasks).