KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge bases ...

The cost of new 'reasoning models' may make companies reluctant to use them, even as their capabilities close in on human-level performance at most tasks ...

That’s the promise of LCMs. By focusing on abstract reasoning and hierarchical thinking, these models could solve many of the frustrations we’ve come to accept with traditional LLMs.

TL;DR: OpenAI’s new o1 model marks a significant leap in AI reasoning capabilities but introduces critical risks. Its reluctance to acknowledge mistakes, gaps in common-sense reasoning ...

The company said Wednesday that early benchmarks showed the model displayed promising capabilities at visual reasoning by solving problems by thinking them through step by step similar to other ...

Over time, this system have advanced beyond simple interactions to tackle challenges requiring reasoning, critical thinking ... This flexibility is vital because it lets users control the model’s ...

The ARC-AGI benchmark is based on the Abstract Reasoning Corpus, which tests an AI system’s ability to adapt to novel tasks and demonstrate fluid intelligence. ARC is composed of a set of visual ...