MT-EditFlow: Reinforcement Learning for Multi-Turn Image Editing with Flow Matching
最近基于指令的图像编辑方面的突破引起了广泛关注，因为模型现在能够处理现实世界的编辑需求，并具有日常用户所需的实用性。然而，主要针对单轮编辑训练的编辑模型通常会在多轮编辑中崩溃——多轮编辑是用户根据模型自己之前的输出迭代地细化图像的自然交互设置。这种失败源于全有或全无的要求，其中单个失败的回合会损害整个序列，以及错误传播，其中曝光偏差会导致……
FlowEval: Reference-Based Evaluation of Generated User Interfaces
虽然大型语言模型 (LLM) 和编码代理通常应用于用户界面 (UI) 开发，但开发人员发现很难可靠地评估他们在视觉和交互设计方面的熟练程度。现有的评估要么依靠人类专家，他们可以通过测试关键流程来准确评估可用性，但速度慢且成本高；要么依靠自动化法官，虽然可扩展，但准确性较差且不透明。我们提出了 FlowEval，一个基于参考的框架，通过比较真实网站的导航轨迹与轨迹来衡量生成的 UI 是否支持真实的交互流......
How AWS Finance teams reclaimed hundreds of hours with Amazon Quick
在这篇文章中，我们展示了 AWS Finance 如何使用 Amazin Quick 中的聊天代理和 Flows 来转变其两个最耗时的工作流程。
Services Join Forces in Artificial Intelligence Sprint
Space Force teamed up with the Air Force to conduct a complex, two-week artificial intelligence experiment in Las Vegas, allowing guardians and airmen to work side by side with software developers integrating artificial intelligence and automation software to solve complex problems across multiple d
Blueberry Aviation completes recovery of Garuda’s ATR72-600 fleet
Blueberry Aviation said it has successfully completed the recovery of Garuda’s ATR72-600 fleet following the return flight of the 10th and final aircraft to Toulouse on 5 July 2026. The […]
Air Serbia sets 24-hour record
NEWS FLASHAir Serbia operated the highest volume of flights within a 24-hour period in its history, the European Organisation for the Safety of Air Navigation, Eurocontrol, said. Last Friday, July 3, the airline carried out 209 flights. It overtakes the previous peak, which was set on August 8, 2025
This 2019 Cirrus SF50 G2 Vision Jet Is a Sophisticated, Turnkey ‘AircraftForSale’ Top Pick
Single-engine turbofan efficiency and a Garmin Perspective Touch+ flight deck define this ultimate owner-flown personal jet.
K2 Airways Cargo 737 overdue in Karachi
Authorities have launched a search effort for K2 Airways Cargo 737 AP-BOI after the flight did not land as scheduled in Karachi. KTA1732 was en route from Sharjah to Karachi when contact was lost with the aircraft. Preliminary ADS-B data indicate a loss of altitude, followed by a climb, and then a s
What Is the Golem Effect? How Low Expectations Can Influence Aviation Training and Flight Safety
在航空领域，技术知识和程序纪律至关重要，但心理学在塑造飞行员表现方面也发挥着重要作用。帖子什么是傀儡效应？ How Low Expectations Can Influence Aviation Training and Flight Safety appeared first on aviationfile-Gateway to Aviation World.
Airborne 07.01.26: Helo Finds Giraffe, Air Race Classic, China GA Restrictions
另外：加拿大 5G 干扰、Frontier Prop 助推 Skywagon、AF 委内瑞拉救援、捷蓝航空无人机袭击？两周前，一只长颈鹿从位于得克萨斯州利基的 Cedar Hollow 牧场的围栏中逃脱，6 月 26 日上午，它的主人维克·琼斯 (Vick Jones) 在康乔航空公司 (Concho Aviation) 的直升机飞行员杰夫·希尔 (Jeff Hill) 的帮助下，驾驶罗宾逊直升机进行空中搜索，发现了一只长颈鹿。 雷亚尔县警长内森·T·约翰逊 (Nathan T. Johnson) 表示，由于圣安东尼奥西北约 90 英里的丘陵地区地形崎岖，植被茂密，很难找到长颈鹿格雷西。第 4
Graduates in Italy and Spain have low basic skills, says OECD report
报告称，这两个南欧国家的大学毕业生的技能水平低于日本和荷兰的高中毕业生。经济合作与发展组织（OECD）将意大利和西班牙的大学毕业生列为基本技能特别低的国家，并警告说，这种情况与南欧国家的高失业率“相符”。 经合组织在其关于富裕国家教育的年度报告中首次衡量了读写能力等基本技能与受教育程度的关系，经合组织发现，意大利和西班牙的毕业生，平均水平，低于表现最好的国家日本和荷兰的高中毕业生。继续阅读...
The Places That Made Americans Social
最近，一种奇怪的流派席卷了社交媒体。使用人工智能娱乐，创作者将 20 世纪 80 年代和 1990 年代的普通时刻与当代的同类时刻进行对比。一方面，青少年在商场里度过一个下午，朋友们在喝咖啡时流连忘返，孩子们在街上发明游戏，情侣们跳舞，电影院里爆发出笑声，年轻人在家里的电话上聊上几个小时。 On the other, nearly every scene ends the same way: people sitting alone, staring into glowing screens.The post The Places That Made Americans Social appe
The New German Social Security Reform Proposal
Like other European countries and the US, Germany is experiencing falling birth rates and rising lifespans, which make pay-as-you-go social insurance systems more expensive to sustain.如果不进行改革，缴费率就必须提高，福利就必须削减。 To avoid that outcome, the Germans are proposing the following main features of their refo
The Republic Doesn’t Ratify Itself
Our nation is turning 250. The anniversary will summon the usual rhetoric about an inheritance handed down.但继承恰恰是错误的比喻。共和国的创始人并没有继承共和国；而是继承了共和国。 they argued it into being and asked their fellow citizens to say yes. Every generation since has faced the same question, whether or not anyone bothered to
Discussing America’s founding: Yoo on Fox News’ ‘Life, Liberty & Levin’
Nonresident Senior Fellow John Yoo discusses America’s founding on Fox News’ ‘Life, Liberty & Levin.’The post Discussing America’s founding: Yoo on Fox News’ ‘Life, Liberty & Levin’ appeared first on American Enterprise Institute - AEI.
Webinar: AI-Native Workflows in Litigation + Beyond
与 Opus 2 和 Artificial Lawyer 一起参加这个特别的现场网络研讨会：“诉讼及其他领域从人工智能驱动到人工智能原生工作流程”，将于 7 月 23 日下午 4:00 ...
Tea Board defers rollout of new web-based auction platform
New platform to be introduced from Sale 29 in Kolkata on July 14 and 15, followed by Coonoor on July 16 and 17
Cement prices likely to remain under pressure in July amid monsoon, weak demand: Report
Dealers see limited scope for hikes as construction activity slows
