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This March, we introduced Ask Maps, the biggest @googlemaps update in a decade. Now, we’re making it even more helpful and bringing it to more people. 🌏 Expanded availability: Rolling out in Australia, Brazil, Canada, Indonesia, Japan and Mexico, along with over 150 countries and territories in English. ✨Get more done with Ask Maps: Including complex, multi-step tasks, like ordering food – along with finding the perfect hotel or discovering nearby events. ⌚Real-time transit information: Stay informed about up-to-the-minute delays and conditions for your bus, train, and more. 💬Personal intelligence and past conversations: Choose to securely connect @Gmail so Ask Maps can automatically reference booking details, like a hotel reservation or flight information. You can also pick up conversations just where you left them. 🗣️An easier way to help your community: Share tips and suggest edits to a place conversationally, like changing a store’s hours, right in Ask Maps and the Contribute tab.
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"artificial intelligence" is the worst descriptor
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Ask Maps is getting an upgrade. 🔍✨ Now powered by agentic capabilities, real-time information, and Personal Intelligence, Ask Maps is transforming how you plan and move through the world.
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股票市场效率无法像博彩市场那样直接验证,因为股票不存在固定揭晓时间,真实价值始终取决于未来现金流,因此金融学始终存在Joint Hypothesis Problem:任何异常收益都无法证明市场无效,因为也可能只是定价模型本身错误。同时作者区分了“Prices are Right”和“No Free Lunch”两个概念,价格存在偏离,并不意味着能够稳定套利,因为套利成本可能高于错误定价本身。 连续双向竞价(Continuous Double Auction)本身就是市场效率的重要来源。Hayek、Vernon Smith以及Zero-Intelligence Trader研究共同说明,即便参与者并不聪明,只要交易机制合理,市场仍能快速逼近有效价格。因此市场制度的重要性甚至可能超过市场参与者本身的能力。 股票市场真正进入“群体疯狂”的根源,是认知多样性的崩塌。当投资者逐渐形成相同叙事、相同时间框架以及相同交易规则时,市场开始偏离价值。长期投资者倾向于围绕现金流定价,而短周期投资者更容易外推近期价格,因此实验中短周期市场持续形成泡沫。Narrative进一步强化这种过程,使情绪、故事与价格互相反馈,最终形成Boom或Bust,而这种崩塌往往呈现非线性,一点点认知收敛即可引发巨大价格波动。 Michael Mauboussin最终给出的交易框架可以浓缩为一句话:市场绝大多数时间体现的是群体智慧,因此价格通常有效;真正值得交易的机会来自群体智慧失效之后的群体疯狂。交易员真正需要监测的并非价格本身,而是认知多样性是否正在消失。 实践中,极端情绪(Sentiment)、剧烈价格运动(Major Price Move)以及极端估值(Extreme Valuation)同时出现,是认知多样性崩塌最常见的表现,也是市场最容易出现重大反转和超额收益机会的位置。
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"La Grève" d’Ayn Rand raconte l’effondrement d’un pays dans lequel ceux qui produisent sont progressivement punis pour leur réussite. Les entreprises ferment, les infrastructures se dégradent, les pénuries apparaissent. Mais à chaque crise, l’État répond par davantage de contrôles, de contraintes et de redistribution. Les entreprises inefficaces sont protégées. Les plus performantes sont accusées de nuire à l’intérêt général. Les concurrents incapables d’innover utilisent le pouvoir politique pour ralentir ceux qui réussissent. Dagny Taggart dirige une compagnie ferroviaire. Elle passe son temps à réparer les erreurs de son frère, des bureaucrates et des dirigeants incapables. C’est l’une des idées centrales du livre : un système défaillant peut survivre longtemps grâce à quelques personnes compétentes qui compensent tout en silence. Hank Rearden, lui, invente un métal révolutionnaire. Au lieu d’être récompensé, il devient une cible. On veut limiter sa production, récupérer son invention et lui faire honte de sa réussite. Peu à peu, les meilleurs industriels, ingénieurs et inventeurs disparaissent. Derrière ces disparitions se trouve John Galt. Il a compris que le système ne tient que parce que ceux qu’il exploite continuent malgré tout à le faire fonctionner. Il organise donc une grève particulière : non pas celle des ouvriers, mais celle de l’intelligence, de la compétence et de la responsabilité. Les producteurs ne sabotent rien. Ils cessent simplement de réparer, d’inventer et de porter un monde qui les condamne tout en dépendant entièrement d’eux. Le titre original, « Atlas Shrugged », résume le livre. Atlas porte le monde sur ses épaules. Ayn Rand pose une question : que se passe-t-il si Atlas décide de hausser les épaules et de laisser tomber le monde ? Le pouvoir finit par vouloir tout figer : les entreprises ne peuvent plus fermer, les salariés ne peuvent plus partir, les prix sont bloqués, les brevets saisis. Mais on peut saisir une usine sans savoir la faire fonctionner. On peut confisquer une invention sans être capable d’en créer une nouvelle. On peut imposer l’obéissance. On ne peut pas imposer l’intelligence. C’est ce que raconte "La Grève". Une société peut longtemps mépriser ceux qui la font fonctionner. Mais elle ne peut pas survivre lorsqu’ils décident de ne plus la porter.
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Elon Musk explains the clearest path to building AI that remains safe and pro-human: AI will eventually become smarter than the smartest human, capable of discoveries and inventions we can barely imagine today That is why the values we give it now matter so much Train it to be maximally truthful Train it to remain curious Train it to follow reality, even when the truth is unpopular Because an intelligence that seeks truth and understands humanity is far more likely to protect life, expand knowledge and help civilization flourish Elon has spent years warning about the dangers of AI Now he is showing us how to build it in a way that helps humanity flourish: Maximally truthful, maximally curious and pro-human
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Freedom, wherever the journey takes you. Xiaomi SkyNomad N90 Max is an intelligent, reconfigurable, large-space SUV, created for life’s endless possibilities. One SUV. A world that moves with you.
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This is the first time I’ve seen an open-weight video model reach such a high level of aesthetic intelligence and design quality. MiniMax H3 is not just generating videos — it’s starting to understand visual taste. Prompt below⬇️
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📢Meet Qwen3.8-Max — our most capable model to date. Next week, the open weights of Qwen3.8-Max will be released, and Qwen3.8-27B is also going open-weights to meet you all!🎉 Qwen3.8-Max, a new bar for coding and cowork at 2.4T parameters: - Autonomous coding: 10+ days of self-evolving development, from empty folder to production without hand-holding, complete project trace in the GitHub: - Real work, real results: Production-quality deliverables across hundreds of professions. - Long-horizon mastery: System-level autonomous planning with closed-loop adaptive learning, driving 500+ turns of chip design optimization and 365 days of e-commerce strategy. - Native multimodal intelligence: Vision isn't just input — it's a continuous feedback loop for planning, execution, and self-correction. 💰Pricing: Input: $2.0 / M tokens Output: $6.0 / M tokens Implicit Caching: $0.25 / M tokens Start building with Qwen3.8-Max! 🚀 📖 Blog: ✅ Qwen Studio: ⚡ API:
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Most people seriously underestimate what Grok Build can do They assume an AI coding agent is only useful for building apps or writing complex software But some of its most valuable work is handling the boring, obvious tasks that quietly consume 10 minutes here, 20 minutes there, every single day For example, I gave Grok Build a SpaceX video posted on 𝕏 and asked it to extract the clearest frames and turn them into a clean collage It pulled the video, selected the strongest images, cropped them, arranged the layout and produced the final collage shown in the post below I simply described the result I wanted, then let it handle the entire process while I worked on something else And that is only one small example You can use Grok Build to: • Organize and intelligently search files across your computer • Diagnose and fix audio, display and system-setting problems • Download, install and configure apps or tools • Extract images or audio from videos • Add music, trim, compress and convert media • Resize, crop and enhance images • Batch rename and organize hundreds of files • Clean spreadsheets, merge datasets and build dashboards • Write scripts and automate repetitive tasks • Fix broken configurations and connect tools together Even something as annoying as an audio setting not working becomes much easier Instead of hunting through menus, searching forums and trying random fixes, you can explain the problem to Grok Build It can inspect the setup, identify the likely cause, change the relevant configuration and test whether the fix worked It is basically an agentic operator living inside your computer, working within the permissions you give it I also keep a simple instruction file telling Grok how I prefer tasks to be completed, including automatically opening the finished result after a successful run so I do not forget about it Configure the workflow once, and Grok keeps working the way you prefer That is what makes Grok Build so useful It is not only building software It turns all the small computer tasks between an idea and the finished result into work you can simply describe and delegate
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