AI BriefingOpenAI's Bet on Cognitive Architecture
Key point
OpenAI announced a strategy targeting closed cognitive architectures through the Assistants API and GPTs.
Details
OpenAI recently unveiled Assistants API and GPTs at its developer day. Harrison Chase analyzes that both features represent the same bet toward closed Cognitive Architectures with Agent characteristics.
Cognitive architecture refers to the orchestration of LLM applications, primarily consisting of context provision methods and reasoning processes. OpenAI's approach allows users to create GPTs via custom instructions, knowledge, and functions without writing code (no-code), or enables developers to control file uploads and tool calls through a stateful API.
In contrast, LangChain argues that enterprises must be able to directly control their own cognitive architectures. To this end, it presents the OpenGPTs project, which open-sources OpenAI's Assistants API and GPTs to allow for editing and configuration, emphasizing the need for flexible architectures for true innovation in LLM-based agent systems.
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