Plain English Papers

There are many ways to design roundabouts. Can AI choose the best one?

Probabilistic generative modeling for procedural roundabout generation for developing countries

Researchers: Low-Resource Languages Can Easily Jailbreak LLMs

These results clearly demonstrate safety mechanisms do not properly generalize across languages

Decoding Speech from Brain Waves - A Breakthrough in Brain-Computer Interfaces

Researchers from Meta have discovered how to turn brain waves into speech using noninvasive methods like EEG and MEG

Can Large Language Models Self-Correct Their Own Reasoning? Probably Not.

A new paper takes a critical look at the promise and limits of self-correction

Enabling Language Models to Implicitly Learn Self-Improvement

Rather than manually distilling criteria into prompts, implicit information in preference data can be leveraged.

LLMs can be extended to infinite sequence lengths without fine-tuning

LLMs trained with a finite attention window can be extended to infinite sequence lengths without any fine-tuning.

Tool-Integrated Reasoning: A New Approach for Math-Savvy LLMs

TORA combines both rationale-based and program-based reasoning to deliver results to math problems that were previously too difficult for LLMs to solve