🇬🇧UK Publishes First Evidence-Based Assessment of Frontier AI Capabilities The UK AI Security Institute released its inaugural "Frontier AI Trends Report", presenting a public, data-driven assessment of how the most advanced AI systems are evolving. Based on two years of testing across cyber security, software engineering, biology, and chemistry, the report provides quantified evidence on AI capabilities, replacing speculation with measurable benchmarks. The findings show rapid capability growth. In cyber security, success on apprentice-level tasks rose from under 9% in 2023 to about 50% in 2025, and for the first time a model completed an expert-level task requiring up to 10 years of experience. In software engineering, models now complete hour-long tasks over 40% of the time, up from below 5% two years ago. In biology and chemistry, systems outperform PhD-level researchers on knowledge tests and enable non-experts to conduct advanced lab work. Safeguards are improving but remain imperfect. The time needed to discover a “universal jailbreak” increased from minutes to several hours between model generations, around a 40-fold improvement, though all tested systems remain vulnerable to some bypasses. The report makes no policy recommendations, but aims to improve transparency and inform regulators and policymakers globally about what frontier AI systems can actually do. #AIRegulation#AISafety#UKAI#FrontierAI#AIGovernance#TechPolicy
前段时间一直被MajdataPlay的外键输入问题困扰：有玩家反映majplay会无征兆地出现拖判和吃音，但是内屏一切正常 因为我是第一次接触游戏开发，IO这方面也完全没经验 一开始我和bb本怀疑是线程调度的问题，即：IO线程时间片被其他线程挤占了，导致IO线程无法及时处理HID设备回报。为了验证这个猜想，我们尝试提高了IO线程的优先级，照旧 接下来我怀疑是我那套框架有问题：majplay是根据上一帧与这一帧的按键状态判断按键是不是"click"。为此我重写了这部分的实现，改进了IO线程与主线程之间的交互，问题照旧....... 到这里我已经怀疑这不是majplay的锅：IO线程没有任何异常，IO线程与主线程的交互没有问题，Note判定逻辑也没有问题，那就是设备确实没有回报给majplay或者设备发过来的回报中按键确实没有按下，但是大佬说hdd没有这种问题.....（人已经快崩溃了，这完全看不透也摸不着，因为我用单片机模拟玩家打高速纵连是完全没有问题的，我在家里用手台测试也没有问题） 到最后，bb本灵光一闪，说有没有可能是led刷新率过高，把按键控制板干爆炸了？我们让大佬把led刷新间隔从16ms改成100ms，吃音问题瞬间没有了，无语了 。。。。。。。。。。。。。。。。。。。。 adx是一个控制板同时管理按键和led，为什么我没有遇到吃音问题呢，因为我的手台不是adx的... #dev
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UK House of Commons Committee Issues Interim AI Governance Report Hello everyone! The UK House of Commons Committee on Science, Innovation, and Technology has released an interim report on AI governance. In a consultation involving over 100 AI experts, including researchers, businesses, and civil society representatives, the Committee explored AI applications in education, healthcare, and medicine, assessing their benefits and potential risks. While the UK government currently adopts a light-touch approach to AI regulation, the Committee warns that without an AI bill introduced before the next general election, the UK may lag behind the EU and US, both of which are making significant legislative progress in AI regulation. The report identifies 12 pivotal challenges for policymakers in shaping AI frameworks: 1. Bias 2. Privacy 3. Misrepresentation 4. Access to Data 5. Access to Compute 6. Black Box Algorithms 7. Open-Source Code 8. Intellectual Property and Copyright 9. Liability 10. Employment Disruption 11. International Coordination 12. Existential Threats The report emphasizes the need for mechanisms to prevent bias, protect privacy, and ensure transparency in AI systems, urging the introduction of an AI bill to maintain the UK's leadership in AI governance. #AIGovernance#UKAI#AIRegulation#AIChallenges#AIReport#TechnologyLaw#AIInnovation