
摩根大通股东大会的万字记录
亲爱的股东们: 在全球范围内,2024 年又是充满重大挑战的一年,从乌克兰持续不断的可怕战争和暴力、中东冲突,到持续不断的恐怖活动和日益加剧的地缘政治紧张局势。我们对那些生活受到这些事件深刻影响的人们深表同情。 摩根大通作为一家历来跨越国界...

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“生成式 AI 对在线知识社区的影响” 这篇论文由 Gordon Burtch、Dokyun Lee 和 Zhichen Chen 撰写,主要探讨了生成式人工智能(Gen AI)技术,特别是像 ChatGPT 这样的大语言模型(LLMs)对...

德勤近期发布报告《 How AI agents are reshaping the future of the work》,重点阐述了Generative AI的扩展功能、应用场景和对企业影响。报告关键要点: 如何利用GenAI重新设计业务...

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摘要 生成性人工智能(Generative AI)作为一种突破性技术,正以前所未有的速度和规模影响全球经济和社会结构。自ChatGPT推出以来,人们对生成性AI的潜力和风险展开了广泛讨论。本报告通过调查超过25,000人,探讨了人们对生成性...

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Another year, another Google Pixel 'a' series phone! The Pixel 10a is officially here, available for preorder now and hitting shelves on March 5th. But here's the burning question echoing across tech forums: is Google's latest mid-range offering a must-buy, or is it too familiar, especially when the Pixel 9a is still a solid option? Let's cut through the hype and help you decide.
For years, the Pixel 'a' line has been Google's strategic play: deliver flagship-level camera prowess and the pure Android experience at a more accessible price point. It's like getting a premium chef's knife without paying for the whole Michelin-star kitchen. Devices like the Pixel 6a, 7a, and 8a cemented Google's reputation for offering some of the best budget-friendly phones on the market. The core appeal remains: stellar photography, seamless software, and the latest Tensor chip, all brought to a broader audience. But with each new iteration, the bar for significant upgrades gets higher. How do you make a successor compelling when its predecessor was already so good and often gets a hefty price cut upon the new model's arrival?
The Pixel 10a’s arrival feels 'familiar,' and that's a key insight into Google's iterative approach. While revolutionary leaps are rare, expect thoughtful refinements that enhance the core Pixel experience.
But 'familiar' also means don't expect a radical redesign or groundbreaking new sensor technology that completely redefines the category. It's about refinement and bringing the latest core Pixel experience to a more affordable tier, much like a yearly software update for your favorite app.
This is where the decision gets tricky, like choosing between a brand new car model or last year's perfectly capable model with a massive discount. The Pixel 9a is still a remarkably capable smartphone. It delivers an excellent camera, a snappy Tensor chip (just one generation older), and that coveted pure Android experience. With the 10a's launch, the 9a is almost certainly going to see significant price drops, making its value proposition incredibly compelling. So, does the Pixel 10a offer enough of a leap to justify its likely higher launch price compared to a discounted 9a? For many users, the difference between a new generation's Tensor chip and the previous one might not be noticeable in everyday tasks. The 9a's camera is already fantastic, capturing stunning photos in most scenarios. Unless you're a heavy mobile gamer, a power user demanding the absolute latest in AI processing power, or simply crave the newest gadget, the 9a could represent significantly better value, freeing up cash for other tech or experiences.
So, who should seriously consider the Pixel 10a? If your current phone is showing its age – think a Pixel 6a or older, or any device from a different brand that's 2+ years old – the 10a will feel like a substantial upgrade across the board. The latest Tensor chip, improved display, and enhanced camera features will make a tangible difference in your daily usage. Additionally, if you prioritize having the absolute latest Google AI features and software, the 10a provides the most up-to-date experience.
The Google Pixel 10a continues Google's tradition of offering a compelling smartphone experience at a mid-range price point. It’s a solid, evolutionary step forward, bringing the latest core Pixel technologies to the masses. However, its 'familiarity' means that for owners of the Pixel 9a or those on a tighter budget, the older model – especially with impending discounts – might offer a more compelling value proposition. Ultimately, your decision should weigh your current phone's age, your budget, and how much you prioritize the very latest in processing power and AI features versus a slightly older, but still incredibly capable, device. Make an informed choice, and may your Pixel photos be legendary!
Mark your calendars, tech world! Google has officially announced Google I/O 2026 will commence on May 19th. This isn't just an event; it's Google's annual strategic blueprint for the future. What breakthroughs await us? Expect major shifts across AI, Android 17, and the burgeoning realm of extended reality. I/O consistently sets the innovation pace. With AI's breakneck speed and the demand for seamless digital experiences, the stakes are unprecedented. Let's unwrap the anticipation.
Undoubtedly, Gemini AI will headline Google I/O 2026. Google's investment in generative AI is colossal; I/O is its grand stage. From impressive demos to practical tools, Gemini has evolved. Now, the critical question: what's next for Google's foundational AI model? Think of Gemini as the invisible neural network, powering intelligence everywhere.
The AI frontier is vast. Google must innovate relentlessly. I/O 2026 serves as a vital compass, charting their progress and future course in this revolutionary domain.
Annually, Android evolves. A new version, a fresh wave of features. Android 17 looms large. While specifics remain guarded, informed predictions emerge from trends and Google's strategic vision.
Will Android 17 redefine mobile interaction? I/O holds the key.
Google's XR footprint has been subtle, yet its ARCore foundation is strong. With spatial computing gaining momentum, Google I/O 2026 is poised to unveil Google's definitive Extended Reality strategy. This could be Google's moment to step into the spatial spotlight.
Will Google finally present a unified vision, perhaps even hardware, for its XR future? I/O promises critical revelations.
Beyond the marquee announcements, Google I/O offers a panoramic view of the entire Google ecosystem. Anticipate updates across these vital platforms:
The countdown to May 19th intensifies. Google I/O 2026 stands as a pivotal event, especially with AI reshaping technology's very fabric. It's more than a Google showcase; it's a strategic beacon for the entire tech industry and its vast developer community. Clear your calendars, bookmark the livestream, and brace for an innovation torrent. What's your top I/O 2026 anticipation? Share below!
Google has quietly unleashed a monumental shift in the AI landscape: the surprise preview launch of Gemini 3.1 Pro. This isn't an incremental update; it's a strategic doubling down on AI reasoning power, signaling a profound leap towards making AI a true productivity engine, far beyond a mere chatbot. For developers and businesses grappling with AI's complexities, this release is transformative. Gemini 3.1 Pro promises a powerful new era of agentic AI, engineered to conquer the intricate, multi-step challenges that have historically bottlenecked even the most sophisticated large language models. This changes everything.
At its core, Gemini 3.1 Pro is a masterclass in elevated reasoning. We've all endured the exasperation of "prompt babysitting" – the endless cycle of guiding and re-guiding AI models through intricate tasks. Google's explicit goal is to dramatically slash that friction. The model's singular focus is complex, multi-step problem-solving. Envision an AI that doesn't just retrieve information but grasps the underlying intent, meticulously plans a sequence of actions, and then autonomously executes them to achieve a defined objective. This is the profound ambition driving Gemini 3.1 Pro.
While comprehensive benchmark data is still unfolding, initial reports signal a monumental leap in capabilities. Its reported performance on rigorous benchmarks like ARC-AGI-2 – a test specifically designed to assess general intelligence and advanced reasoning – is particularly telling. This isn't just about faster data recall; it's about an AI that can genuinely reason, like a seasoned detective piecing together clues, rather than merely reciting facts.
The term "agentic AI" is the linchpin here. What does this paradigm shift truly signify for your projects and workflows?
Unprecedented Autonomy: Say goodbye to constant supervision. Gemini 3.1 Pro offers self-directed problem-solving, acting as a proactive partner.
Strategic Planning & Flawless Execution: The AI can dissect a multifaceted request, devise an optimal sequence of sub-tasks, and then meticulously carry them out, much like a project manager.
Minimized Prompt Engineering: Developers and users will dramatically reduce the time spent meticulously crafting prompts, instead leveraging the AI's intrinsic ability to understand and deliver on complex objectives.
This isn't just an upgrade; it's a metamorphosis. Gemini is evolving from an advanced conversational interface into a sophisticated digital agent capable of discerning intent, navigating inherent ambiguities, and independently driving tasks to completion. It transforms mere dialogue into decisive action plans.
Beyond the technical prowess, Gemini 3.1 Pro is poised to unleash entirely new strata of productivity across virtually every industry. Its agentic capabilities are not just theoretical; they translate directly into tangible operational advantages.
For developers, this means engineering far more resilient and adaptive AI applications capable of thriving amidst real-world variability. Picture automated customer service agents that don't just answer FAQs but autonomously resolve multi-step issues, from troubleshooting to order fulfillment. Envision complex data analysis tools that independently unearth critical insights from raw data, or sophisticated design assistants that rapidly iterate on concepts with minimal human intervention, accelerating creative cycles tenfold.
For businesses, the promise is clear: drastically reduced manual oversight in AI-driven workflows, translating into substantial time and cost efficiencies. Imagine entire sequences of intricate tasks – from supply chain optimization to personalized marketing campaigns – now autonomously managed, liberating invaluable human capital for high-level strategic initiatives and innovation.
The unveiling of Gemini 3.1 Pro transcends a mere Google update; it's a resounding declaration of the AI industry's definitive trajectory. The global race is intensifying to engineer AI models that move beyond mere content generation – text, images, code – to function as truly intelligent agents, masters of intricate reasoning, strategic planning, and autonomous execution.
This innovation isn't just incremental; it's foundational. It elevates AI from a powerful utility to a core technology driving systemic, transformative change across society. We are now standing on the precipice of truly intelligent systems, poised to augment human capabilities in ways previously confined to science fiction. The agentic era is not coming; it's here.
What are your insights on Gemini 3.1 Pro's profound potential? Are you prepared for agentic AI to redefine your operational paradigms and unlock unprecedented value?
The digital world is awash. Generative AI, once a dazzling marvel, now casts a long, unsettling shadow. We're not just talking about harmless filters; we're witnessing a surge of AI deepfakes depicting grim UK urban decline—videos meticulously crafted to show desolate, taxpayer-funded waterparks or specific urban youth archetypes. These aren't innocent experiments. They're digital poison, sparking real-world, often racist, reactions online. For tech professionals, this isn't a curiosity; it's a critical alarm. The line between reality and fabrication is not just blurring; it's dissolving. Are we ready for a world where seeing is no longer believing? This isn't a hypothetical; it's happening now.
What fuels this digital fire? These viral videos are insidious. They often feature scenes of neglected public spaces—think ghost-town waterparks, or dilapidated housing estates—or spotlight 'roadmen,' a UK slang term for urban youth, often associated with specific subcultures. Creators openly admit to featuring these 'cultural archetypes,' a calculated strategy. Generative AI's power is its uncanny ability to weave entirely fictional visual narratives. These tools don't just create images; they forge believable realities, tapping directly into existing anxieties and prejudices. The result? Content that's not just shareable, but addictively shareable. A viral loop amplifies these fabrications, pushing them from niche corners to mainstream feeds, often disguised as legitimate social commentary, not AI-generated fiction. It's digital alchemy, turning pixels into prejudice.
The immediate threat isn't the fabrication itself, but its chilling impact. These deepfakes have already drawn overtly racist responses. This isn't an accident; it's a dangerous feedback loop. AI-generated content taps into, then exacerbates, existing societal divisions. Real-world harm emerges from amplified prejudice and misinformation. Public trust? It erodes with every viral lie. How do citizens, overwhelmed by digital noise, distinguish legitimate news from AI's sophisticated fabrications? The constant circulation of deepfakes doesn't just confuse; it sabotages informed public discourse. This isn't merely a UK urban decay issue. It's a global blueprint: a potent template for manufacturing consent or dissent on any sensitive topic, in any country. A digital weapon, silently deployed.
Though these examples are rooted in UK context, the underlying technology's potential for misuse is universal. We're witnessing an unprecedented democratization of tools capable of generating highly persuasive, yet utterly false, media. This demands immediate, critical questions from the tech industry:
The viral velocity of 'grim waterpark' videos isn't just a trend; it's a blaring siren. Marveling at AI's capabilities is insufficient. We must rigorously, urgently, address its profound potential for societal disruption and manipulation.
Combating the deepfake deluge demands a multi-pronged offensive: technology, education, and regulation. The tech community holds the frontline. Our crucial role involves:
The flood of AI-generated 'urban decline' videos is more than a trend; it's a chilling harbinger. Tech professionals stand at the revolution's epicenter. It is our collective, urgent responsibility to steer AI's immense power towards good, building impregnable defenses against manipulation and harm. The future of credible information, quite literally, hinges on our actions today.
Forget the future; the deals are *now*. While Samsung preps its next Unpacked, Google just dropped the Pixel 10A, and retailers are slashing prices on must-have gadgets. This weekend, snag early access savings on Google's latest budget powerhouse, the Pixel 10A, alongside impressive discounts on the acclaimed Soundcore Space One headphones and a treasure trove of other valuable tech.
Smart shopping isn't about waiting; it's about seizing the moment. We've sifted through the noise to highlight the *real* value, showing you exactly how to upgrade your tech toolkit without overspending.
Google just unleashed its latest budget-friendly powerhouse, the Pixel 10A. For savvy shoppers, timing is everything. The 'A' series Pixels are Google's masterstroke: premium features – like its renowned camera technology and cutting-edge on-device AI – at an accessible price point. The 10A promises to uphold this legacy, delivering an impressive camera, a pristine Android experience, and the intuitive smart features Google users crave.
But the real story? Immediate pre-order deals. Early birds don't just get the worm; they secure exclusive bundles, deeper discounts, and lucrative trade-in bonuses that vanish faster than battery life on an old phone. If you need a rock-solid daily driver, crave Google's AI magic without the flagship price tag, or are finally ditching that ancient Android, the Pixel 10A pre-order is your golden ticket. Don't hesitate.
In our hyper-connected world, where digital communication and personal entertainment reign, top-tier noise-canceling headphones aren't a luxury; they're essential. Enter the Soundcore Space One, a true disruptor. These cans have rapidly built a formidable reputation, delivering exceptional Active Noise Cancellation (ANC) and rich, immersive sound quality at a mere fraction of premium competitor prices.
Silence the office chatter, conquer noisy commutes, or simply vanish into your favorite podcasts and playlists. The Space One is your sonic sanctuary. Current deals transform these already stellar headphones into an irresistible offer, shattering the myth that performance demands a premium price tag. Upgrade your personal audio arsenal or gift the serenity of superior sound; either way, it's a win.
Beyond the headline acts – the Pixel 10A and Soundcore Space One – this weekend unveils a curated collection of tech discounts. It's prime time to finally conquer those lingering tech wishlist items or unearth clever gadgets to elevate your home, gaming, or creative pursuits.
Enhanced Home Security: Sleep soundly with deals on cutting-edge security cameras. Features like AI-powered human detection, secure cloud storage, and intuitive app integration make safeguarding your sanctuary smarter and simpler than ever. Peace of mind? Priceless.
Transform Your Gaming: PC gamers, rejoice! Discover intriguing discounts on versatile, transforming PC controllers. These ergonomic marvels adapt seamlessly to *any* genre – from precision-demanding indies to button-mashing action epics – potentially redefining your entire play experience. Adapt, conquer, repeat.
Analog Inspiration (with a Tech Twist): Surprisingly, even premium tabletop books are in the mix. Forget dusty tomes; these are often stunning coffee table editions delving into tech history, groundbreaking design principles, or even advanced coding theory. Unplugging with a physical book can ignite fresh ideas, offering a tangible counterpoint to our screen-dominated lives.
The tech industry never sleeps; it's a relentless current of innovation and fierce competition. Precisely *now*, post-major announcements (hello, Pixel 10A!) and pre-next-big-thing events (Unpacked looms!), an ideal buying window swings open. Companies aggressively push early adoption, strategically clear inventory, and fiercely battle for market share. For *you*, this translates directly into undeniable savings on gadgets that genuinely elevate your daily life, fuel productivity, or amplify entertainment.
This isn't just bargain hunting; it's strategic tech acquisition. Stay ahead of the curve with cutting-edge gear *without* draining your wallet. It's the savvy play for any tech enthusiast, professional, or curious mind eager to supercharge their toolkit or dive headfirst into new digital frontiers.
Whether you crave a smartphone brimming with next-gen AI, yearn for serene silence via elite noise-canceling headphones, or simply aim to elevate your smart home or gaming rig, this weekend's tech deals deliver. These opportunities are fleeting. Act fast. Browse, choose, and secure your smart tech upgrades before they vanish!
Forget everything you know about keyboards and monitors. By 2026, two seismic shifts – 'vibe coding' and 'smart glasses' – are set to converge, promising to redefine the very fabric of software development. Imagine your entire coding environment not confined to a desk, but a dynamic, holographic canvas floating around you, responsive to your gestures, voice, and even your subconscious intent. Is this the long-awaited paradigm shift for the developer experience (DX), or merely another captivating, yet ultimately impractical, tech demo destined for the digital graveyard?
Tech outlets like Gizmodo are already buzzing, painting vivid pictures of developers interacting with code through intuitive movements, transforming abstract ideas into functional logic with unprecedented fluidity. This isn't just about a new interface; it's a fundamental reimagining of human-computer interaction in the realm of creation. But before we project ourselves into this augmented future, let's dissect these two powerful concepts.
At its core, 'vibe coding' transcends traditional input methods. Picture writing software not by typing characters, but by a symphony of spoken commands, deliberate hand gestures (like pinching to refactor a block of code or swiping to instantiate a new class), and perhaps even subtle eye-tracking. It's an advanced evolution of low-code/no-code platforms, pushing the boundary where a developer's raw intent, their 'vibe,' translates directly into functional logic. The goal? To drastically minimize the abstraction layers between thought and execution, making coding more natural, accessible, and potentially accelerating specific tasks like UI design or rapid prototyping.
This isn't about replacing the nuanced precision of deep, complex algorithms with a few air-taps. Instead, it aims to make the initial scaffolding, the visual component assembly, or even the iterative design process significantly more fluid and intuitive. It hints at a future where coding isn't exclusively for the keyboard warrior, but for anyone who can articulate an idea through motion, voice, or spatial manipulation, democratizing access to software creation.
Now, couple that intuitive interaction with cutting-edge smart glasses. We're light-years beyond the rudimentary Google Glass 1.0; today's and tomorrow's devices from powerhouses like Meta (Quest Pro, upcoming AR glasses), Apple (Vision Pro), and others are pushing the frontiers of spatial computing. These are sophisticated wearables designed to seamlessly overlay digital information onto the real world, creating an augmented reality (AR) experience that feels intrinsically integrated, not merely projected. They offer a suite of transformative capabilities:
The profound promise here is to shatter the confines of the two-dimensional screen, empowering developers to interact with their code and data in a vastly more immersive, intuitive, and ultimately productive manner. The developer experience (DX) could be radically redefined, evolving from a static, confined workstation to an expansive, dynamic, and hyper-personalized spatial canvas that adapts to your workflow.
While the vision is exhilarating, the journey from conceptual breakthrough to practical, widespread implementation is notoriously challenging:
For the vast majority of developers, the notion of abandoning their cherished mechanical keyboards, multi-monitor setups, and familiar IDEs for a world of air-tapping and voice commands is met with a healthy, well-earned dose of skepticism. Years of ingrained muscle memory aren't easily overwritten by a new gesture vocabulary.
Despite these formidable hurdles, the audacious fusion of vibe coding and smart glasses represents a monumental leap towards more natural, human-centric computer interaction. While it's unlikely to fully supplant traditional coding for every single task, it unlocks a treasure trove of fascinating possibilities:
This isn't merely about making existing tasks marginally easier; it's about enabling entirely novel ways to conceptualize, design, and construct software. It holds the potential to democratize access to development, drawing in a new cohort of creators who intuitively thrive on visual and spatial interfaces rather than being constrained by command lines and text editors.
Vibe coding on smart glasses is undeniably one of those 'two-for-one' buzzword experiences that possesses the raw potential to either define a new era of software development or, like many ambitious tech concepts, fade into a curious footnote. While a healthy dose of skepticism is not only warranted but essential, dismissing its long-term implications would be profoundly short-sighted. This fusion represents a bold, frontier-pushing exploration into the future of coding, stretching the boundaries of what's conceivable in wearable tech and spatial computing.
Will every developer be air-tapping their magnum opus by 2026? Highly improbable. But will significant portions of the development lifecycle – from design and prototyping to debugging and collaboration – become dramatically more intuitive, visual, and spatially aware thanks to these innovations? I'd stake a significant bet on it. The ultimate success, as always, hinges on finding the precise problems that this powerful new paradigm is uniquely equipped to solve, rather than simply shoehorning existing workflows into a shiny new interface. Prepare yourself; the future of software development is looking increasingly less like a glowing rectangle and more like the expansive, interactive world around us.