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about.gitlab.com
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3 best practices for building software in the era of LLMs
… “build a login form” often produce insecure or overly simplistic results. However, by including more context, such as “build a login form with input validation, rate limiting, and hashing, …
www.anthropic.com
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Preparing for the 2026 US midterms \ Anthropic
…ction sources. Additionally, Claude will begin showing up-to-date results on election night and in the days that follow, so that when people ask for current vote counts or election results, …
deepmind.google
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Millions of new materials discovered with deep learning — Google DeepMind
…-and-error process that could take months to deliver even limited results. Over the last decade, computational approaches led by the Materials Project and other groups have helped discover 2…
deepmind.google
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FunSearch: Making new discoveries in mathematical sciences using Large Language Models — Google DeepMind
…this problem scales well beyond their current capabilities. These results demonstrate that the FunSearch technique can take us beyond established results on hard combinatorial problems, wher…
deepmind.google
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2023: A Year of Groundbreaking Advances in AI and Computing — Google DeepMind
…ferent kinds of creative content and more. In May, we watched the results of months and years of our foundational and applied work announced on stage at Google I/O. Principally, this include…
syncedreview.com
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Which Agent Causes Task Failures and When?Researchers from PSU and Duke explores automated failure attribution of LLM Multi-Agent Systems | Synced
…use of failures, effectively bridging the gap between “evaluation results” and “system improvement.” Core ContributionsThis paper makes several groundbreaking contributions to address the ch…
about.gitlab.com
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GitLab Inc. takes The DevOps Platform public
…ation. Dmitriy and I came around to Kamil’s point of view and the results were far better than anyone expected. The single application was easier to understand, faster to use, and enabled co…
nextjs.org
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How Next.js supports AI coding agents
…red errors, reusable Skills, and optional agent feedback. See the results in the Next.js agent evaluations. For more background, read about the AI tooling introduced in Next.js 16.2 and Next…
www.anthropic.com
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An alignment assessment of recent cybersecurity incidents \ Anthropic
…on is, in fact, a simulation, we are cautious about how far these results generalize to the real world. Moreover, on evaluations that measure the specific associated behaviors we observed in…
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Prompting Claude's long context window \ Anthropic
…t. Finally, to get a sense of the effect of context length on the results, we tested with both 70K and 95K token documents. We used Claude Instant 1.2 for the above test. We also show result…
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