MIT Sea Grant students explore the intersection of technology and marine aquaculture in Norway | Massachusetts Institute of Technology News

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…

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Arcee aims to reboot US open source AI with new Trinity model released with Apache 2.0

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….

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Optimize LLM generation and quickly compress for cost reduction

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…

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Ontologies are the real guardrails: How to prevent AI agents from misinterpreting your business

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…

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BlackRock insists November’s $2.3 billion IBIT leak is ‘completely normal’

BlackRock’s Spot Bitcoin exchange-traded fund (ETF) ended trading in November under pressure following large withdrawals, but the asset manager remains confident in the product’s long-term prospects. Speaking in Sao Paulo, Cristiano Castro, BlackRock’s business development director, said the company’s Bitcoin (BTC) ETF has been its biggest revenue driver, calling its growth a “big surprise” given…

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Why is observable AI missing from the SRE layer that enterprises need for reliable LLM?

Once AI systems are deployed into production, trust and governance cannot rely on wishful thinking. This article describes how observability transforms large language models (LLMs) into auditable, trusted enterprise systems. Why observability secures the future of enterprise AI The competition among companies to deploy LLM systems reflects the early days of cloud adoption. Management loves…

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SEC Commissioner Hester Peirce is ‘perplexed’ that self-custody is being discussed

Hester Peirce, Commissioner of the U.S. Securities and Exchange Commission (SEC) and Director of the SEC Crypto Task Force, reaffirmed the right to self-custody and privacy of cryptocurrencies in financial transactions. “I’m a freedom maximalist,” Peirce said Friday on the “Roll Up” podcast, saying self-control of one’s assets is a fundamental human right. She added:…

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