What is Proprietary AI?
AI models owned and controlled by a company, typically accessed through paid APIs or subscriptions.
Why It Matters
Proprietary models often offer the highest performance but come with ongoing costs and less flexibility.
Real-World Example
OpenAI's GPT-4 and Anthropic's Claude are proprietary models accessed through their APIs.
“Understanding terms like Proprietary AI matters because it helps you have better conversations with developers and make smarter decisions about your software. You do not need to be technical. You just need to know enough to ask the right questions.”
Related Terms
Open-source AI
AI models whose code and sometimes weights are freely available for anyone to use, modify, and distribute.
Foundation Model
A large AI model trained on broad data that can be adapted for many different tasks.
Large Language Model (LLM)
An AI system trained on massive amounts of text that can understand and generate human language.
API
A way for different software applications to talk to each other and share data
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Related Terms
API
A way for different software applications to talk to each other and share data
Large Language Model (LLM)
An AI system trained on massive amounts of text that can understand and generate human language.
Foundation Model
A large AI model trained on broad data that can be adapted for many different tasks.
Open-source AI
AI models whose code and sometimes weights are freely available for anyone to use, modify, and distribute.
Transformer
A type of AI architecture that processes text by paying attention to relationships between all words at once, rather...
Attention Mechanism
A technique that lets AI models focus on the most relevant parts of the input when generating output.