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 ...

OpenAI today detailed o3, its new flagship large language model for reasoning tasks ... that OpenAI used is called ARC-AGI-1. It tests how well a neural network performs tasks that it was not ...

For the last day of ship-mas, OpenAI previewed a new set of frontier “reasoning” models dubbed ... It beats its predecessor in coding tests (called SWE-Bench Verified) by 22.8 percent and ...

2024 The new family of reasoning models reportedly offer significantly improved performance over even o1, which debuted in September, on the industry’s most challenging benchmark tests.

Learn More In its latest push to redefine the AI landscape, Google has announced Gemini 2.0 Flash Thinking, a multimodal reasoning model ... My early simple tests of the model showed it correctly ...

When it comes to complex reasoning tasks that require abstract logic ... chain-of-thought models on relatively straightforward tests of math reasoning (GSM8K) or general reasoning (ProntoQA).