What Is Agent Observability? Key Lessons Learned
本文由Lior Gavish撰写，探讨了代理可观测性的概念及其在实际应用中的重要性。当代理进入生产环境并成为业务运营的关键部分时，评估其可靠性的能力变得至关重要。生产级代理必须被观察，以确保其功能被采用并为用户提供预期价值。文章还讨论了如何定义失败、评估代理性能以及监控代理的挑战。对于数据+AI团队来说，代理可观测性是确保系统稳定性和效率的重要工具。 Key facts 代理可观测性旨在减少和最小化停机时间，以确保系统稳定性和用户价值。 停机时间的定义取决于具体用例，例如客户成功聊天机器人和收入运营代理的衡量标准不同。 Dropbox将代理停机时间定义为无引用的响应、延迟过高或未引用正确来源。 Monte Carlo的开发团队使用基于语义距离、扎根性和正确工具使用的指标来评估代理停机时间。 大多数团队目前使用采用率作为代理可靠性的主要指标，但正逐步转向更全面的停机时间和相关指标。
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Human-AI Readiness
The article explores the concept of human-AI readiness, emphasizing the importance of preparing organizations for the hybrid intelligence era. It outlines how AI is reshaping work through human-AI collaboration...
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Series (3/4): Toward a Shared Language Between Humans and Machines — Quantum Language and the Limits of Simulation
This article explores how quantum computing might revolutionize natural language processing by encoding meaning into qubits. It delves into the potential of quantum language processing as a novel approach...
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How Modern Developers Use AI-Assisted Coding to Validate Products Faster
Modern developers are leveraging AI-assisted coding to speed up product validation through automated testing, rapid prototyping, and streamlined code reviews. The article highlights how AI tools help reduce time...
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How Do Metal Detectors Work?
Metal detectors are useful tools for finding buried objects, from gold to lost rings. They operate based on the principles of electric and magnetic fields, which interact with metals...
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A Fight Over Big Tech’s Emissions Has the Greenhouse Gas Protocol Caught in the Crossfire
A dispute among major tech companies has emerged over how to measure the carbon emissions of data centers and AI operations, with the Greenhouse Gas Protocol (GHGP) at the...
Read moreMorphing Meta-antennas enable frequency manipulation
Morphing Meta-antennas are innovative devices that allow for frequency manipulation by altering their shape. These antennas are made from a composite material that can be stretched, folded, and squeezed....
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DHS Wants a Fleet of AI-Powered Surveillance Trucks
The US Department of Homeland Security is planning to develop a new mobile surveillance platform that integrates artificial intelligence, radar, high-powered cameras, and wireless networking into a single system....
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