The prevailing model assumed services controlled their own memory and that cross-context sharing was the exception. MCP could upend this structure entirely, as it makes memory distributed, persistent, and interoperable. AI agents can access multiple tools and services in real time, retain memory across sessions, and infer patterns over time without direct user input.

made this mapping deliberately mechanical because it is the one stage where we wanted no model interpretation

AI-accelerated, multidisciplinary capability that discovers the right business problem, redesigns the workflow, builds and governs

If we scale optimization on the outcomes of that process, but do not supervise the process itself, that chain-of-thought has no direct incentive in training to hide any misaligned ideas or objectives.

repeating a straightforward optimization step many times on a hard-to-imagine amount of compute. This results in an incredibly complex system

It can be disheartening to build a business you’re proud of, then end up with zero control over the quality and consistency of your core product.Roasting in‑house can be a great way to take ownership of coffee quality.

We believe that this guest, with household income below $100,000, represents about 40% of our total sales, and based on our data, is dining out less often due to concerns about the economy and inflation. A particularly challenged cohort is the 25 to 35-year-old age group."

Acetate sunglasses frames deliver punchy style and a comfort factor you can’t ignore, but metal frames shine when you want lightweight durability and modern minimalism

CXMT's cutting-edge technology still lags about three years behind South Korea's SK Hynix and Samsung Electronics and U.S.- based Micron Technology .

At its core, S2R is a technology that directly interprets and retrieves information from a spoken query without the intermediate, and potentially flawed, step of having to create a perfect text transcript

“当行业价格回归合理、优质供给充足后，‘大众医美’时代将加速到来，更能推动整个医美行业从‘信任危机’走向‘价值认同’。”

爱美客在经历2021年至2023年的业绩高增长后，增长速度已持续回落。

When doing more complex work, Codex now tracks progress with a to-do list, and includes tools like web search and MCP for connecting to external systems

we unified Codex into a single product experience connected by your ChatGPT account, enabling you to move work seamlessly between your local environment and the cloud without losing context.

Huang’s challenge is to remain in good standing in the U.S. while pursuing opportunities in China’s vast market.

The market for initial public offerings cooled in the mid-1980s before collapsing after the stock market crash in 1987, and foreign corporations, particularly from Japan and Korea, flooded early-stage companies with capital.

新兴行业对投资的贡献，正在逐步盖过房地产对中国投资与资本开支的拖累。这似乎是一个积极的临界点现象。然而，这些变化仍然发生在供给端。如果我们看需求端，比如消费需求（社会零售总额），比如出口需求（接下来面临关税后的真实出口量），这两部分的增速可能还是相对较低的，仍然很难完全超越投资增速，使得大家生产的产品和服务能够卖上好价钱，拉动通胀。

two leaders stressed their common ground along with big-ticket investments in tech and energy, while skirting over the areas where they diverged, including trade and Ukraine

The Trump team also embarked on negotiations with other countries partly aimed at forming a united front to “isolate China,” as described by some Trump advisers.Beijing shifted into playing hardball.

in recent years, as TikTok has sought to regain trust with American users and regulators, it has partnered with Oracle to route U.S. TikTok users' activity through the Texas-based company's servers.

Unlike Xi’s last round of supply-side reforms, there’s little prospect of massive stimulus or a renewed construction boom to restore the growth rates of the past.“The whole industry is experiencing a test,” said Golden Precision’s Wang. “For now, we need to survive first

During the forward pass, if a GPU needs parameters it doesn’t own, it fetches them from the GPU that does own them (all-gather)

Tensor parallelism is typically combined with data or pipeline parallelism to form hybrid schemes that scale to the largest models while balancing memory, compute, and network overhead.

By avoiding full-model replication it enables training of very large networks, but demands careful graph partitioning and introduces heavy inter-device communication that can idle GPUs unless mitigated with techniques such as pipeline parallelism.

在外卖本身不太赚钱的背景下，各家依旧砸钱挺进外卖市场，更多是因为相对其他消费需求，餐饮外卖属于高频需求，各家都希望把外卖作为流量入口为其他业务引流，而高频打低频的引流操作之所以能够成立，是因为用户对平台的忠诚度正在均质化。

今年暑期，国内各大果链企业陆续接到苹果的代工大单，马力全开，看起来势头比前几年猛得多。富士康、蓝思科技、立讯精密等大企业，8月起开始冲刺，招工数量、工人时薪和中介返费（求职者激励）都在上涨。招工流程也做简化，只需几天培训，工人们就能上岗。

The company agreed to be acquired by Bank of America on September 14, 2008, at the height of the 2008 financial crisis, the same weekend that Lehman Brothers was allowed to fail. The acquisition was completed in January 2009[2] and Merrill Lynch & Co., Inc. was merged into Bank of America Corporation in October 2013.

you may not receive the authentication notification on your phone. In this case, you can use the IB Key in QR or in Challenge-Response mode.

Whereas the self-employed own their jobs and business owners own systems, investors own assets that make money for them.

小米15 Ultra在歐洲的起始售價高於iPhone 16 Pro Max，他認為背後支撐的力量主要還是來自於小米的技術信心和底氣，從各方面比較，我們的這款產品做得比iPhone 16 Pro Max還要好。這次還對iOS生態進行了大量的兼容優化，讓iPhone用戶能無縫切換到小米來。

和徕卡 CEO 到访小米总部时的态度相近，前来 vivo「探亲」的蔡司团队不但对中国智能手机的发展感到惊喜，同时也非常满意自家影像技术和 vivo 联调后呈现在手机上的实际效果。

2017年5月由于鸿海瞄准东芝出售半导体部门案在日本政经界引发的议论，担忧继夏普后日本大型企业在财务困难时期被外商连连收购，导致技术外流最终日本丧失一切竞争力，日参院通过《外汇修正法》实质禁止了许多收购活动，被戏称鸿海条款。

if AI creates a productivity explosion in the next few years, short and mid term firm profits will rise sharply, but will not be fully reflected into the CAPE ratio for 10 years. This will cause the CAPE ratio to suggest that the market is highly overvalued, when in fact it may not be.

in mid-2008 at the nadir of the financial crisis S&P500 earnings across the board fell about 90% in about one year. Despite stock prices also going down significantly, this caused the market P/E at the time to spike over 120. For that reason, rather than use the current P/E, when doing long-term analysis it is more useful to use the Cyclically Adjusted Price Earnings (CAPE) ratio.

Indian billionaire Gautam Adani, for example, has visited China to meet executives at CATL, the world’s largest battery maker, and has held preliminary talks with Chinese EV giant BYD about a potential battery manufacturing tie-up

Pessimism about the job market increased, with more people surveyed saying they expect their income to decline, according to polling done by think tank the Conference Board.The middle class—generally considered to include households making roughly $53,000 to $161,000 a year—is playing an outsize role in that waning optimism.

Globalization has expanded steadily over the last 50 years and has been a key driver in the growth of the Buffett Indicator over time, since US stocks have risen in value due to overseas activities

國際指數指數公司富時羅素週三(4日)宣布季檢結果，將中國盲盒股Pop Mart泡泡瑪特(9992.HK)及綜合物流服務供應商順豐控股(6936.HK)納入納入追蹤在香港上市50檔最大型及最具流動性中資股的富時中國50指數。

Google expanded YouTube's business model of generating revenue from advertisements alone, to offering paid content such as movies and exclusive content explicitly produced for YouTube. It also offers YouTube Premium, a paid subscription option for watching content without ads.

the motor car demands first, a pedestrian-free permanent way; second, a smooth surface; third, vast open acreage for parking lots. The first neutralizes the space for use, the second destroys the character of the space by introducing a neutral floor, the third eats up all unfenced urban openings for car-storage.

establishes a natural rhythm and grain within the streetscape, contributing to a dynamic and engaging visual experience.

Diatomaceous earth filters has been generally accepted to be the top contender for removing pollutants while having a high efficiency rate. When applied to pool filtration, a DE filter has demonstrated its capability in capturing varying particle sizes to maintain water clarity. Recent studies show that diatomaceous earth filters have been able to remove particles, ranging from 1-6 micrometers (micron) in size, thus maximizing water quality.

Submit your device financing details and/or final bill You'll need to submit an image of the financing details, including carrier, device make & model, financing tenure, mobile number, and payoff amount. You’ll need to have had a device payment plan with your current carrier for at least 90 days and you’ve made at least three successful minimum payments.

The menu at Rooster & Owl is set at $65 per person, giving diners a choice of four dishes on each of the four courses. The food will range from an opening snack of pineapple buns, a dim sum staple of Tang’s childhood in Hong Kong that pastry chef Olivia Green has refined, to a first-course option for Carolina-style barbecue carrots that get coated in a dry rub, grilled, paired with a vinegar-based sauce, and served with cornbread ice cream.

Rational access contrasts with a broader conception of intentional access that takes a mental state to be access-conscious if it can inform goal-directed or intentional behavior including behavior that is not rational or done for a reason

Saks更改了免运费政策：不再支持 Shoprunner（一个免运费服务）、而且免运费条件变成金额至少 $100 了（感谢美卡论坛 qhhuyanzhuo 发文提醒）。白金卡的福利是每半年给 $50 credit，因此这就非常尴尬了。以后要么承担$10的运费，买的东西尽量贴近$40的价格；要么买到$100以上（Saks卖的东西偏贵，很容易被反撸）；要么去线下实体店买$50的实体 gift card 留着以后用了。

You can also use Bash in the Azure Cloud Shell to connect to your VM. You can use Cloud Shell in a web browser, from the Azure portal, or as a terminal in Visual Studio Code using the Azure Account extension. You can also install the Windows Subsystem for Linux to connect to your VM over SSH and use other native Linux tools within a Bash shell.

When connected via an applicable platform such as Thunderbolt 3 or later Windows 10 machines, you can expect maximum frequency rates up to 40 Gigabits per second (Gbps) when transferring data through aUSB4cable

Eigenvalues and Eigenvectors This chapter has a value in itself.

This conception of the “objective reference” of sense experience is grounded in a phenomenology of perceptual constancy

every mental phenomenon is “of an object” in the intentional sense

one might also hold that content only determines satisfaction conditions relative to context. This seems especially plausible when we consider thoughts expressed with indexicals or demonstratives. (When I think, on multiple occasions, of multiple objects, this is F, what makes what I think true may differ with context, but what I think of each this (and how I think of it) on each such occasion may be just the same

the non-existent just discussed is closely associated with the potential for falsehood, error, inaccuracy, illusion, hallucination, and dissatisfaction

the intentional-object theorist accepts, whereas his critic rejects, the validity of the rule of existential generalization for both intentional and non-intentional relations, whether the relata of the intentional relations are concrete particulars in space and time or not

google/gemma-7b-it

The mouse was developed by Apple, but designed by Hovey-Kelley (renamed IDEO in 1991[7]), who built hundreds of prototypes and conducted exhaustive testing with focus groups in order to create an ideal shape for the Lisa mouse.[8] The Lisa mouse was subsequently used as the foundational design for Apple mice, until the introduction of the multi-button design on the Mighty Mouse in 2005.

Research is a time-intensive process, often requiring hours of reading and analysis. SciSpace streamlines this process by offering quick summaries, related papers, and highlighting future works.

Using Apple’s trade-in system is also often one of the best ways to maximize the return on your investment, as Apple often offers the highest prices for its products

By forward chaining through contrasting citation statements or looking at recent studies that have both a high support and contrasting citation count you will easily be able to surface on-going debates

the focal synthesis note is instantiated as a page. The observation note about secondary attack rates is transcluded into (via block reference, and therefore a part-of) the synthesis page. The context snippets are linked to the observation note via indentation in the outline as well as via hyperlinks to their block references, all of which create explicit bi-directional links in the underlying database between the items.

Parallelisation can be a powerful tool, if used properly, however, the development and de-bugging time can often outweigh the computational gains.

In a world where pauses and breaks are ever shorter, if present at all, both Nietzsche and Han stress the importance of stepping back and the need to develop the ability to resist the multitude of available attractions (saying no to all the shiny new books, perhaps…).

Dem neuen Menschentyp, der dem Übermaß an Positivität wehrlos ausgeliefert ist, fehlt jede Souveränität.  Der depressive Mensch ist jenes animal laborans, das sich selbst ausbeutet, und zwar freiwillig, ohne Fremdzwänge.  Er ist Täter und Opfer zugleich.

frame of reference and non-ideal thermodynamic effects nearly offset each other for highly charged samples

Unlike document editors such as Microsoft Word or Google Docs, LaTeX separates the process of writing your content from the process of formatting it

This affects several important property calculations including conductivity and transport number, which are related to the weighted sums of diffusion coefficients of all species

Previous modeling efforts to rationalize this observation, notably by Yip and co-workers, have produced complex systems of equations underpinning the trade-off relationship. (6,9) However, these modeling efforts have not achieved an analytical expression for the upper bound relationship in the same instructive manner as in Freeman’s seminal study for gas separation membranes.

once you have more than a few cases, comparison becomes computationally difficult, and the use of mathematical expressions becomes key in arranging data in ways that let us see the signal in the noise.

Quantification is ultimately linguistic: it is a form of translation. Most of our descriptions start as ‘ordinary language’, and in some cases, we ‘code’ those descriptions using numbers rather than words

application of electricity offers an enormous opportunity to enhance selectivity in separations that involve charged solutes, even if the membrane material itself has poor selectivity.

Separations in the uncharged/charged category, such as water desalination by RO or PV, permeate the uncharged solute (e.g., water) and reject the charged solute (e.g., NaCl = Na+ and Cl–). The membrane charge enhances the performance of uncharged/charged separations that are driven by pressure, which is a major reason this category features higher selectivity than the others

We conclude that this simple capacitor model successfully captures the main physical reason behind the low dielectric constant ϵ⊥ of water in nanoconfinement

code refactoring is the process of restructuring existing computer code—changing the factoring—without changing its external behavior. Refactoring is intended to improve the design, structure, and/or implementation of the software (its non-functional attributes), while preserving its functionality. Potential advantages of refactoring may include improved code readability and reduced complexity; these can improve the source code's maintainability and create a simpler, cleaner, or more expressive internal architecture or object model to improve extensibility

战役暴露了明军诸多问题，最大的有两点：其一是丁酉之战明军兵员素质较壬辰之战时大幅度下降，战况利则一拥而上，不利则一哄而散，反映了明军精兵较少，冗兵较多的现实问题；其二是各部缺乏配合，如果此战中后军坚守阵线不退，则可以稳住前军军心以图再战或者至少将损失降到最低而不至全军溃败沦为鱼肉。

最终，明廷认定：“倭寇之图朝鲜，意实在中国，而我兵之救朝鲜实所以保中国”，因而答应让李昖渡过鸭绿江寻求庇护，居住在明境辽东半岛的宽奠堡，同时出兵援助朝鲜

Modulation, the shifting from one key to another, was a driving principle in both harmony and sonata form, the primary Western large-scale musical structure since the middle of the 18th century. Modulation maintained harmonic interest over an extended time-scale, provided a clear contrast between musical themes and showed how those themes were related to each other.

lower hydrated ionic radius for the same valence offers higher ion exchange selectivity

歌德老师和黑格尔老师都会同意，一定信息粒度以上的人类历史就是天才史，或者说精英史。什么叫精英？选出人类最重要的一百种活动——比如文学，数学，政治之类——每种选有史以来前一百强，这一万名精英创造了精神意义上的人类历史的90%+甚至99%+，其余的几千亿人都是时代背景，模型变量而已

任何信仰、故事、或命題，只要它們起作用的方式跟古老故事對原始人起作用的方式是一樣的，都可視為神話。換言之，任何我們用來解釋萬物為何如此的事物、或者任何被我們當作行為典範的事物，都可以視為神話。

以《老子》比附黑格尔的辩证法就像以算盘比附计算机一样是历史错位、牵强附会。黑格尔的辩证法恰恰建立在对以往经验主义科学扬弃的基础上

What is notable about WhatsApp is that the key identifier is not your account, but rather your phone number; any sort of technological lock-in has completely disappeared

Evidence cannot verify a theory. It cannot even select a theory

What I believe happened this weekend was a uniquely American solution to the problem of Trump’s refusal to concede and attempts to incite violence: all of corporate America collectively decided that enough was enough, and did what Congress has been unable to do, effectively ending the Trump presidency. Parler, to be honest, was just as much a bystander casualty as it was a direct target. That the tech sector is the only one with the capabilities to actually make a difference is what makes the industry stand out.

any other app with user-generated content. The goal is not to pick out the hits, but rather to attract as much content as possible, and then algorithmically boost whatever turns out to be good

Assuming that advertising revenue is a reasonable proxy for attention, it turns out that humans like pictures more than text, and moving pictures most of all; so it has gone on the Internet.

the Internet: by removing friction it removes the need for folks in the middle, and the result is that value will flow to the edges. In the case of publishing that is aggregators on one side, and focused, responsive, and differentiated 5 writers and publications on the other.

the change in droplet shape does reflect processes occurring at the interface, and as such are a good proxy for the polymerization kinetics

年轻一代的学生自己要决定这个辩论的价值在哪儿。当你看他们两位在争论甚么问题的时候，你可以考虑这对你自己有甚么启发，让你想到甚么，让你更想知道甚么，从而让你想找一个更好的回答。我这么想，如果真能达到这个效果，那就算是成功的争论。

革命不是要追求一个终极的没有矛盾的天堂，那是不现实的。革命其实是要你醒着，不要睡觉，让你看到矛盾、看到丑陋、看到问题就够了，然后你要不断地去斗争。斗争之后，可能又会有新的问题、更严重的问题出现，没有关系。只要你醒着，知道问题，继续斗争，这就是一切，这就是意义。

It thus leads to a relative reduction in the benefits of trade for those close to ports or origin locations and a relative increase in these benefits for those far away.

those that are disunified – are rejected (or not even considered) whatever their empirical success might be

But, then, the existence of books, no matter how grim the tale, is itself a sign, evidence that humanity endures, in the very contagion of reading.