According to the Food and Agriculture Organization, Norway is the world’s largest producer of farmed Atlantic salmon and the largest exporter of seafood products, while the United States remains the largest importer of these products. Two MIT students recently traveled to Trondheim, Norway, to explore cutting-edge technologies being developed and implemented in marine aquaculture. Beckett…

For most of 2025, the frontier of open-weight language models will be defined in Beijing and Hangzhou, not Silicon Valley or New York City. Chinese research institutes such as Alibaba’s Qwen, DeepSeek, Moonshot, and Baidu are rapidly leading the way in developing large-scale, open mixed-of-experts (MoE) models, many with permissive licenses and superior benchmark performance….

In this article, you will learn five practical prompt compression techniques that reduce tokens and speed up large-scale language model (LLM) generation without sacrificing task quality. Topics covered include: What is Semantic Summarization and When to Use It? How to reduce token count with structured prompts, relevance filtering, and instruction references Where template abstraction is…

When Liquid AI, a startup founded by MIT computer scientists in 2023, announced Liquid Foundation Models Series 2 (LFM2) in July 2025, the pitch was simple: The idea was to use the new model to provide the fastest on-device foundation model on the market. "liquid" It is an architecture with training and inference efficiency that…

Bitcoin (BTC) experienced a sharp pullback in early Asian trading on Monday, dropping $85,500 on rising expectations for a December interest rate hike by the Bank of Japan (BoJ). Important points: Bitcoin fell 5% to $85,000 in a market-wide correction, with $656 million of longs liquidated. Rising expectations for a rate hike at the Bank…

Enterprises are investing billions of dollars in AI agents and infrastructure to transform business processes. However, success in real-world applications is often limited due to agents’ inability to truly understand business data, policies, and processes. We use API management, Model Context Protocol (MCP), and other technologies to successfully manage integrations, but enabling agents to truly…