LLMs are stuck in a groupthink rut. This startup is trying to get them out.
MIT Technology Review explores how mainstream LLMs suffer from predictable 'groupthink' and limited creativity. The startup Springboards is developing a new model called Flint designed to produce more diverse and less predictable outputs.
Why it matters
Addressing LLM predictability is crucial for improving the utility of AI in creative brainstorming and non-standard problem-solving tasks.
Chatbots are far more predictable in their responses than you might expect. That's fine for research or coding, but it's a problem if you're looking for something new.
The article provides a technical analysis of AI limitations and a startup's solution without taking a partisan stance.
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