Curating the frontier of Artificial Intelligence

MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery

大型语言模型 (LLM) 代理越来越多地应用于长期任务，例如科学发现和机器学习工程 (MLE), ...

Large language model (LLM) agents are increasingly applied to long-horizon tasks such as scientific discovery and machine learning engineering (MLE), ...

Knowledge Index of Noah's Ark

LLM 的知识基准面临三个问题: 扩展驱动的设计无法实现学科代表性; 固定付款注释...

Knowledge benchmarks for LLMs face three issues: scaling-driven designs that do not operationalize disciplinary representativeness; flat-payment annot...

MIT researchers teach AI models to interpret charts

为了在快节奏的,全球市场,中加速和完善决策，企业可以部署生成人工智能模型来帮助...

To accelerate and refine decision-making in a fast-paced, global marketplace, enterprises may deploy generative artificial intelligence models to help...

NSF renews support for MIT

麻省理工学院领导的人工智能和基本交互研究所 (IAIFI) 获得了国家科学基金会的重新支持...

The MIT-led Institute for Artificial Intelligence and Fundamental Interactions (IAIFI) has received renewed support from the National Science Foundati...

PATH to boost AI training and career opportunities for industry

MIT, 与佐治亚州立大学和不断增长的教育机构网络, 合作，宣布在 PATH (Pathway 下扩大工作...

MIT, in collaboration with Georgia State University and a growing network of educational institutions, has announced expanded work under PATH (Pathway...

Tod Machover receives George Peabody Medal for contributions to music and technology

作为作曲家和音乐技术先驱, Machover 通过他参与的工作帮助艺术家和观众扩大了音乐的可能性...

As a composer and music tech pioneer, Machover has helped expand music’s possibilities for artists and audiences alike through his work in participato...

Teaching AI agents to ask better questions by playing “Battleship”

CSAIL 和 SEAS 学者通过围绕提问和回答自然语言问题重新构建游戏，增加了一些变化。在他们的 “ 协作战舰中...

CSAIL and SEAS scholars added a twist by reframing the game around asking and answering natural language questions. In their “Collaborative Battleship...

SafeSteer: Localized On-Policy Distillation for Efficient Safety Alignment

将大型语言模型 (LLMs) 与人类价值观保持一致通常会降低其一般能力,，称为对齐税。现有方法减轻了...

Aligning Large Language Models (LLMs) with human values often degrades their general capabilities, termed the alignment tax. Existing methods mitigate...

Tracking the Behavioral Trajectories of Adapting Agents

诸如技能文件, 内存文件, 和行为配置文件之类的文本文件在定义现代代理的行为方式方面发挥着核心作用。通过编辑...

Text files such as skill files, memory files, and behavioral configuration files play a central role in defining how modern agents act. Through edits ...

ClinEnv: An Interactive Multi-Stage Long Horizon EHR Environment for Agents

临床实践不是从列举的选项中选择答案: 医生逐渐收集异构信息并致力于...

Clinical practice is not the selection of an answer from enumerated options: a physician gathers heterogeneous information incrementally and commits t...