导语 过去两年，生成式人工智能以前所未有的速度进入教育领域。从学生利用AI辅助写作，到教师借助AI整理课程资料，再到学校尝试通过AI分析学习数据，人工智能正在迅速嵌入教育系统的多个环节。几乎所有教育技术讨论都在围绕同一个问题展开：生成式AI究竟会怎样改变教育？ 在最新发布的 《OECD Digital Education Outlook 2026》 中，经合组织对全球生成式AI在教育中的应用进行了...
导语 过去两年，生成式人工智能以前所未有的速度进入教育领域。从学生利用AI辅助写作，到教师借助AI整理课程资料，再到学校尝试通过AI分析学习数据，人工智能正在迅速嵌入教育系统的多个环节。几乎所有教育技术讨论都在围绕同一个问题展开：生成式AI究竟会怎样改变教育？ 在最新发布的 《OECD Digital Education Outlook 2026》 中，经合组织对全球生成式AI在教育中的应用进行了系统性研究。报告通过大量实验研究、案例分析和政策调查，提出一个关键判断：生成式AI确实具有改变教育体系的潜力，但这种变化并不会简单表现为技术替代教师或课堂，而更可能体现为教育系统内部结构的深层调整。从学生学习方式到教师工作模式，再到学校治理与教育研究，AI正在逐渐成为教育体系中的重要基础设施。 更重要的是，报告反复强调一个核心观点： 生成式AI是否能够改善教育，并不取决于技术能力本身，而取决于教育系统如何设计AI的使用方式。 在这一背景下，如果把报告中的研究发现进行系统梳理，可以清晰地看到生成式AI正在推动教育体系发生的五个重要变化。 01 从学习工具到学习环境：AI正在被嵌入教育系统 在过去几十年的教育技术发展史中，大多数技术工具都以“辅助工具”的形式存在，例如搜索引擎、在线课程平台或学习软件。它们为学生提供信息获取渠道，却很少真正改变学习结构。而生成式AI的出现，使教育技术第一次具备了参与学习过程本身的能力。 OECD报告指出，生成式AI在教育中的普及速度极为迅速。报告中的相关图表显示，在2024—2025年间，ChatGPT等生成式AI工具在互联网用户中的使用比例持续上升，其中学生群体的使用增长尤为明显。与此同时，在教师群体中， 约37%的教师已经开始在工作中使用生成式AI ，最常见的使用场景包括学习资料总结、课程准备以及教学资源整理。 报告还引用了欧洲高校学生的一项调查数据。图表显示，学生使用AI学习的主要用途包括：总结课程资料、解释复杂概念、辅助写作以及生成学习笔记等。这意味着生成式AI已经不再只是信息检索工具，而是逐渐成为学生学习过程中的重要参与者。 然而，OECD研究者认为，如果AI仅仅停留在“帮助完成作业”或“生成学习资料”的阶段，其教育价值仍然有限。真正具有变革意义的应用，是AI被嵌入到教学设计与学习环境之中。例如，在一些实验性教育系统中，生成式AI已经能...
Morning, I’m Louise Moon from Bloomberg UK’s breaking news team, bringing you up to speed on today’s top business stories. Revolut ’s revenue soared 46% to £4.5 billion last year. Just soak that in. The surge was underpinned by the London fintech luring in more customers (up 30% in the year), and boosting subscriptions (up 67%). It’s been working to diversify income sources and grow its lending of...
Morning, I’m Louise Moon from Bloomberg UK’s breaking news team, bringing you up to speed on today’s top business stories. Revolut ’s revenue soared 46% to £4.5 billion last year. Just soak that in. The surge was underpinned by the London fintech luring in more customers (up 30% in the year), and boosting subscriptions (up 67%). It’s been working to diversify income sources and grow its lending offerings. And there’s likely more to come. Earlier this month Revolut secured a very long-awaited UK banking license, which chief executive officer Nik Storonsky had called a “number one priority”. On top of more business in Britain, it believes that could open the door for more licenses elsewhere. Already Europe’s largest fintech, CEO Storonsky said “we have only just begun to show what is possible.” What’s your take? Ping me on X , LinkedIn or drop me an email at lmoon13@bloomberg.net. Oh, and do subscribe to Bloomberg.com for unlimited access to trusted business journalism on the UK, and beyond. What We’re Watching Prices of written veterinary prescriptions will be capped under fresh reforms by the antitrust watchdog, to improve transparency and curb rising costs for pet owners . It follows an investigation that found pet owners pay an average of 17% more at large vet groups than at independents. Builder Bellway , which focuses on more accessible mid-market homes, now expects to sell more houses after an uptick in demand. Still, pressure on its margins meant shares fell the most in eight months. Plus, while the Middle East conflict hasn’t had any material impact so far, it noted mortgage volatility has returned. Non-tonic products now account for 45% of Fevertree ’s revenue as continues to diversify, with ginger beer its standout performer in Europe. It said UK on-trade sales (in bars and restaurants) remained challenging through last year as it grapples with higher labour costs, duty increases and consumer caution. Plus, the UK could produce almost double the amount of o...
maybefalse/iStock Unreleased via Getty Images Alibaba Group ( BABA ) is expanding its in-house chip efforts with the launch of a new processor aimed at agentic AI and inference workloads, deepening its push into artificial intelligence infrastructure. The company’s research arm, Damo Academy, on Tuesday introduced the XuanTie C950, a RISC-V-based central processor unit optimized for cloud computin...
maybefalse/iStock Unreleased via Getty Images Alibaba Group ( BABA ) is expanding its in-house chip efforts with the launch of a new processor aimed at agentic AI and inference workloads, deepening its push into artificial intelligence infrastructure. The company’s research arm, Damo Academy, on Tuesday introduced the XuanTie C950, a RISC-V-based central processor unit optimized for cloud computing. RISC-V is an open-source architecture that competes with designs from Arm Holdings ( ARM ) and Intel ( INTC ). Alibaba ( BABA ) said the C950 can be customized for specific inference workloads, allowing clients to tailor performance to their use cases. The chip runs at 3.2 GHz and is reportedly more than three times faster than its predecessor, the XuanTie C920, according to Chinese media. It has also been described as "the highest performing RISC-V CPU in the world”. The launch underscores Alibaba’s ( BABA ) broader effort to build out its semiconductor capabilities through its T-Head unit, positioning itself against Nvidia ( NVDA ) and Huawei Technologies in China’s AI race. CEO Eddie Wu said last week that the company’s proprietary AI accelerators have already entered mass production. More on Alibaba Alibaba Q3: AI Transition From An E-Commerce Giant Is Painful; Expecting Growth Inflection In FY2027 Alibaba: Shockingly Bad Q3, Yet Astoundingly Good Buy (Rating Upgrade) Alibaba: On Track To $100B In Cloud Revenue Alibaba, Tencent shed $66B as AI monetization concerns hit stocks: report Alibaba targets $100B in AI and cloud revenue within five years amid accelerated AI investments
Leonid Eremeychuk/iStock via Getty Images SBM Offshore ( SBFFY ) has secured contracts from ExxonMobil Guyana ( XOM ) to conduct front end engineering and design studies for a floating production, storage and offloading (FPSO) vessel for the Longtail development project in Guyana. The FEED contracts award triggers the initial release of funds by ExxonMobil Guyana Limited to begin FEED activities a...
Leonid Eremeychuk/iStock via Getty Images SBM Offshore ( SBFFY ) has secured contracts from ExxonMobil Guyana ( XOM ) to conduct front end engineering and design studies for a floating production, storage and offloading (FPSO) vessel for the Longtail development project in Guyana. The FEED contracts award triggers the initial release of funds by ExxonMobil Guyana Limited to begin FEED activities and allocate a Fast4Ward hull for the Longtail development project in Guyana, the companies said. SBM Offshore will further construct and install the FPSO, subject to government approvals of the development plan, final investment decision by ExxonMobil, and project approval to release the second phase of work. Under the contracts, the FPSO’s ownership is expected to be transferred to the client at the end of the construction period and before start of operations in Guyana . The construction costs are expected to be partially funded by senior loans which will be repaid at the time of the FPSO’s transfer to the client. More on SBM Offshore N.V., Exxon Mobil Exxon Mobil: Avoid Being The Latecomer To The Energy Party (Downgrade) Exxon Mobil (XOM): Dividend Royalty With A $630B Market Cap | 2-Minute Analysis The War Premium Is Fading: Why I Favor Exxon Mobil Over Occidental Petroleum Energy Secretary says U.S. looking to boost diesel supply amid escalating prices Exxon says FPSO for fifth Guyana offshore oil and gas project 'almost complete'
Douglas Rissing/iStock via Getty Images For most of the final quarter of 2025, the macroeconomic landscape was shaped as much by what investors couldn't see as by what they could. The U.S. government shutdown—lasting a record 43 days—created a significant information vacuum just as markets sought clarity on growth, inflation, and policy trajectories. Despite the data fog, the global macro backdrop...
Douglas Rissing/iStock via Getty Images For most of the final quarter of 2025, the macroeconomic landscape was shaped as much by what investors couldn't see as by what they could. The U.S. government shutdown—lasting a record 43 days—created a significant information vacuum just as markets sought clarity on growth, inflation, and policy trajectories. Despite the data fog, the global macro backdrop proved “good enough” for risk assets. Global growth held firm, inflation stayed sticky but avoided more disruptive outcomes, and most central banks leaned more accommodative than hawkish. In the U.S., elevated downside labor market risk kept U.S. Federal Reserve (“Fed”) easing in play, leading to rate cuts even as the economy expanded. However, policymaker dissents emerged as the Fed Funds rate approached the Federal Open Market Committee’s neutral estimate. International markets—particularly Japan and parts of Europe—offered broadly supportive signals, though political uncertainty occasionally weighed on European sentiment. Since mid-2024, most major developed market central banks have cut rates by 150-200 basis points (1.50%-2.00%) or more, meaning some could be close to the end of their easing cycle. The Bank of Japan remains on a separate trajectory with a gradual pace of rate hikes from a highly accommodative starting point, including two in 2025 and two more expected in 2026. Overall, the global tariff environment proved less disruptive than earlier fears. U.S. monthly tariff collections rose but remained well below levels implied by announced policies, while statutory rates edged lower as deals and exemptions took hold. Still, investors monitored persistent trade-related risks alongside other potential headwinds, including slower AI investment, labor market softening, bond market volatility tied to inflation or fiscal stress, and ongoing risk of geopolitical shocks. Financial markets capped a strong 2025 with 4Q gains across both equities and fixed income. Many fixe...
Jacques LOIC The headline S&P Global Flash France Composite PMI Output Index fell from 49.9 in February – a reading broadly indicative of stagnation – to 48.3 in March, its lowest level in five months and signalling the quickest fall in private sector business activity since last October. The flash France Manufacturing PMI: 50.2 from 50.1 in February, a 2-month high mark. The llash France Services...
Jacques LOIC The headline S&P Global Flash France Composite PMI Output Index fell from 49.9 in February – a reading broadly indicative of stagnation – to 48.3 in March, its lowest level in five months and signalling the quickest fall in private sector business activity since last October. The flash France Manufacturing PMI: 50.2 from 50.1 in February, a 2-month high mark. The llash France Services PMI Business Activity Index also fell to 48.3 from 49.6 in February, a 5-month low mark. "It's clear from March 'flash' PMI data that Europe's susceptibility to international supply-side disruption remains high. Soaring oil and oil-product prices, rising fuel costs and disrupted maritime supply chains have led to the worst delivery delays from vendors in over three years and pushed up input prices for French companies to an extent not witnessed since late-2023. We saw a very limited pass-through to selling prices, however, likely because prevailing demand conditions prior to the war in the Middle East were subdued. This dynamic could play a crucial role in determining how much of this supply shock filters through to the wider economy." said Joe Hayes, Principal Economist at S&P Global Market Intelligence. More on France U.S. Tariffs: A New Trade War? EWQ: Falling Real Rates Delayed The Bear Case, But 2026 May Not EU car sales rebound in February, EVs capture rising share Europe markets bleed over escalating Middle East conflict Seeking Alpha’s Quant Rating on iShares MSCI France ETF
Key PointsMicron is a leading supplier of high-bandwidth memory for data centers, which is a key component in the artificial intelligence hardware stack.
Key PointsMicron is a leading supplier of high-bandwidth memory for data centers, which is a key component in the artificial intelligence hardware stack.