Amazon Science
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The latest news and research from Amazon's science community. #AmazonScience
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Joined December 2019
Nova Act is now⚡️ enterprise ready ⚡️ and we've added new capabilities to our preview to help you take your prototype to production—with 90%+ reliability across our early enterprise customer use cases!
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To improve LLM safety, Amazon researchers demonstrate that using multiple AI agents to generate and refine "chain of thought" training data boosts benchmark performance by 29% on average: #ACL2025 #ACL2025NLP #NLProc.
amazon.science
Using ensembles of agents to generate and refine interactions annotated with chains of thought improves performance on a battery of benchmarks by an average of 29%.
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RT @DavidZapolsky: The Presidential AI Challenge will empower America's brightest students, educators & mentors to solve real-world problem….
orise.orau.gov
The Presidential AI Challenge seeks to inspire young people and educators to create AI-based innovative solutions to community challenges while fostering AI interest and competency.
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Amazon researchers introduce the cost-to-serve-software (CTS-SW) metric to measure software development efficiency and costs. Their study shows AI-powered developer tools reduce costs and boost productivity across the full lifecycle:
amazon.science
New cost-to-serve-software metric that accounts for the full software development lifecycle helps determine which software development innovations provide quantifiable value.
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Join us at the inaugural NY Reinforcement Learning (NYRL) Workshop! Connect with leading #RL researchers from academia & industry on Sept 12 @ Amazon JFK27 NYC. Submit by Aug 21 💡 Learn more:
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We're excited to kick off @aclmeeting in Vienna! 🇦🇹. Amazon is showcasing nearly 30 papers advancing computational linguistics and natural language processing. Find us at booth #18 to connect with Amazon researchers and explore our latest work:
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RT @akhil_bagaria: 🚨New workshop alert 🚨. Calling all RL researchers in the New York area 🧠🗽. Present your work at the first-ever New York….
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RT @RohitPrasadAI: Recently showed how Nova Act is helping Alvee Health streamline the notoriously complex process of applying for public b….
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RT @siebelschool: #ILLINOIS PurpCorn-PLAN has won the @amazon Nova AI Challenge, claiming an impressive $250,000 prize! 🔶🏆🔷. This team of 1….
amazon.science
University teams battle to harden and hack AI coding assistants in head-to-head tournament
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Instead of building AI to think for us, AGI Lab scientists are developing agents that think with us. The goal: transform digital drudgery into seamless collaboration, allowing humans to focus on creative and strategic thinking.
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✍️ New from Amazon's AGI Lab: Why do knowledge workers spend more time managing digital tools than thinking? @drperszyk explores the modern productivity paradox and presents a fresh vision for human-AI collaboration:
labs.amazon.science
In 1946, two young scientists at the University of Pennsylvania introduced ENIAC, the world’s first digital computer. It was the size of a room, consumed the power of a small town, and had one...
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RT @DavidZapolsky: Amazon welcomes @WhiteHouse's AI Action Plan, which closely aligns with our efforts and investments. To maintain U.S. AI….
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Meet the champions of the Amazon Nova AI Challenge, where university teams around the world went head-to-head to break and defend LLMs under real adversarial pressure:.🏆 Defending: UIUC (PurpCorn-PLAN).🏆 Attacking: Purdue (PurCL).🥈 CTU Prague & Nova Lisbon. These students just
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Introducing Mitra: a foundation model from Amazon researchers that outperforms traditional methods for tabular data by learning from diverse synthetic priors. Mitra uses in-context learning to adapt to new tasks without separate models for each dataset:
amazon.science
Generating diverse synthetic prior distributions leads to a tabular foundation model that outperforms task-specific baselines.
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Amazon researchers developed a new AI architecture that cuts inference time by 30% by selecting only task-relevant neurons, similar to how the brain uses specialized regions for specific tasks.
amazon.science
Language models inspired by specialized processing regions in the brain offer significant time and cost savings.
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New independent research from Aymara tested 20 leading language models against 10 real-world safety risks. The findings? Amazon Nova emerged as a leader, demonstrating strong performance across misinformation, impersonation, and privacy categories.
medium.com
Most Popular AI Models Are Failing Key Real-World Safety Tests. Here’s the Data.
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8 top university teams. One goal: advance secure, AI-assisted coding. The Nova AI Challenge finals pushed boundaries in red teaming, reasoning, and model safety. 🏆 Winners announced on July 23.🎥 Watch an inside look at the finals with our judges:
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Amazon's 2025 ML Summer School in India is now open for registration. The program allows students graduating in 2026 or 2027 from recognized Indian institutions the chance to master machine learning through intensive training from Amazon scientists.
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That concludes another successful ICML. Thank you to everyone who engaged with our work and connected with our team throughout the conference. Until next time! #ICML2025
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