Gemini 3 Pro scored 69% reliability in blind testing, up from 16% for Gemini 2.5. When evaluating AI based on real-world trust rather than academic benchmarks

Just a few weeks ago, Google gemini 3 The model claims to have achieved leadership status in multiple AI benchmarks. But the challenge with vendor-provided benchmarks is that they’re just that: vendor-provided. New vendor-neutral evaluation fecundityHowever, Gemini 3 is at the top of the leaderboard. It is not based on a set of academic criteria….

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MIT engineers design aerial microrobot that can fly as fast as a bumblebee | Massachusetts Institute of Technology News

In the future, small flying robots could be deployed to help search for survivors trapped under rubble after devastating earthquakes. Like real insects, these robots can fly through tight spaces that larger robots cannot reach, while simultaneously avoiding stationary obstacles and falling debris. So far, aerial microrobots have only been able to fly slowly along…

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Tariff disruption reveals costly blind spots in supply chains and AI

Provided by Selonis When rates change overnight, companies have 48 hours to model alternatives and can act before competitors secure the best option. At Celosphere 2025 in Munich, companies demonstrated how they are turning their disruption into competitive advantage, with quantitative results that separate the winners from the losers. Binmar International: A global plastics and…

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A roadmap to mastering Agentic AI in 2026

In this article, you’ll learn a clear, practical roadmap to mastering agent AI: what it is, why it’s important, and exactly how to build, deploy, and introduce real systems in 2026. Topics covered include: Core fundamentals of mathematics, programming, and machine learning. The concepts and architecture behind AI agents that use autonomous tools. Introduction, specialization…

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Kraken acquires Backed Finance to expand xStocks tokenized stake

US-based cryptocurrency exchange Kraken has agreed to acquire Backed Finance AG, which helps issue xStocks, adding to a series of acquisitions the exchange has made this year while bringing the tokenized stock platform under its own roof. According to Tuesday’s announcement, Kraken plans to more tightly integrate xStocks issuance, trading, and payments into its products,…

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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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