Abstract: We consider the reconstruction of a codeword from multiple noisy copies, each independently corrupted by insertion, deletion, and substitution errors. This problem arises, for example, in ...

Menell] have shown that AI Large Language Models (LLMs) can fail to correctly distinguish between different instruction ...

Abstract: Code Large Language Models (LLMs) have demonstrated remarkable capabilities in generating, understanding, and manipulating programming code. However, their training process inadvertently ...

This repo contains the code and model for UME-R1: Exploring Reasoning-Driven Generative Multimodal Embeddings, we have developed a series of powerful generative multimodal embedding models that can ...

A prosecutor in the trial of the man accused of killing Tatjana Stefanski more than two years ago says the only reasonable conclusion the jury can make is that he “murdered his ex-wife by stabbing her ...

Moonshot AI released Kimi K2.7-Code this week, an open-source update to its K2 coding model family, claiming leaner reasoning and double-digit performance gains. K2.7-Code is built on the same ...

Moonshot AI just dropped Kimi-K2.7-Code, an open-source coding model that wants to make AI-assisted programming less wasteful and more capable. The Beijing-based company claims the model cuts ...

This repository releases the official code for Mini-o3. We achieve the state-of-the-art results on various benchmarks and present a full training recipe to reproduce the OpenAI o3-style deep ...