motionlabs/realworld-queries-140k huggingface dataset:
Help me think through this project. I use trading signals that hold VIXY when the RSI of a ticker is over a threshold. A simple example is 10d QQQ RSI > 80. However, I also use a variety of other tickers and thresholds, all selected via data-mining over different length backtests. I want to create a system for evaluating these signals on a variety of criteria, but I'm not quite sure what to analyze and evaluate. Here's some of the ideas I have so far: 
1. Heatmaps. If a signal works, I want the signals around it (days in the window, RSI threshold) to work to some degree. If 80 works but 79 and 81 are terrible, the signal isn't very robust. 
2. Backtest length. Obviously a larger sample is always preferable, but is there any way to put a value on this? 
3. Fire rate. Similar to BT, a signal that only fires a few times can't be trusted as much. Again, how should I evaluate this metric? 
4. Overfit to events. Since VIXY only dates back to 2011, there are many signals that get huge gains from one event in particular: the COVID crash. This has the change to be non-repeatable and also lead to the inclusion of bad signals that got lucky once. Any suggestions on how to take this into account? 
5. Variance based on the "else." These signals run above other strategies and holdings. What are best "else" practices in data-mining? For example, a template with a SPY else might return different signals/stats than one that uses a cash (or BIL) else. For example, holding VIXY when unprofitable might be more profitable than holding SPY at that time. (I have many different strategies; what are the benefits of testing above a strategy versus SPY or cash?) 

OK. That's a good starting point. For your first task, IGNORE the questions above, and simply give me some NEW suggestions for criteria and considerations. So point 6.... 7.... Etc.
Conflicting assets with the same target path 'favicon#[.{fingerprint}]?.ico'. For 'All' assets 'Identity: E:\БГУИР\Веб\lr1\wwwroot\favicon.ico, SourceType: Discovered, SourceId: lr1, ContentRoot: E:\БГУИР\Веб\lr1\wwwroot\, BasePath: _content/lr1, RelativePath: favicon#[.{fingerprint}]?.ico, AssetKind: All, AssetMode: All, AssetRole: Primary, AssetRole: , AssetRole: , RelatedAsset: , AssetTraitName: , AssetTraitValue: , Fingerprint: 61n19gt1b8, Integrity: Jtxf9L+5ITKRc1gIRl4VbUpGkRNfOBXjYTdhJD4facM=, FileLength: 5430, LastWriteTime: 27.05.2025 14:03:36 +00:00, CopyToOutputDirectory: Never, CopyToPublishDirectory: PreserveNewest, OriginalItemSpec: wwwroot\favicon.ico' and 'Identity: Z:\БГУИР\Веб\lr1\wwwroot\favicon.ico, SourceType: Discovered, SourceId: lr1, ContentRoot: Z:\БГУИР\Веб\lr1\wwwroot\, BasePath: _content/lr1, RelativePath: favicon#[.{fingerprint}]?.ico, AssetKind: All, AssetMode: All, AssetRole: Primary, AssetRole: , AssetRole: , RelatedAsset: , AssetTraitName: , AssetTraitValue: , Fingerprint: 61n19gt1b8, Integrity: Jtxf9L+5ITKRc1gIRl4VbUpGkRNfOBXjYTdhJD4facM=, FileLength: 5430, LastWriteTime: 27.05.2025 14:03:36 +00:00, CopyToOutputDirectory: Never, CopyToPublishDirectory: PreserveNewest, OriginalItemSpec: wwwroot\favicon.ico'.
исправь ошибки после переноса проекта с диска z на диск e
Переделай это в следующий список для word 1) 2) 3): с шаблоном:
```
Для проверки компонента <название компонента полностью> необходимо сделать следующее:
1)	убедиться...
2)	убедиться...
3)	убедиться...
4)	убедиться...
```
вот проверки:
```
Компонент AVA_VAN.4 Методический анализ уязвимостей
Проверки компонента:
AVA_VAN.4.1C	ОО должен быть пригоден для тестирования.
```
using the following definition as a baseline for AGI, would you categorize modern, leading edge AI as AGI? By advanced artificial general intelligence, I mean AI systems that rival or surpass the human brain in complexity and speed, that can acquire, manipulate and reason with general knowledge, and that are usable in essentially any phase of industrial or military operations where a human intelligence would otherwise be needed. Such systems may be modeled on the human brain, but they do not necessarily have to be, and they do not have to be "conscious" or possess any other competence that is not strictly relevant to their application. What matters is that such systems can be used to replace human brains in tasks ranging from organizing and running a mine or a factory to piloting an airplane, analyzing intelligence data or planning a battle.
Translate from Zazaki to English:

Wa Behîştan de tewir tertele bo;
Wa pergendî Zemin pêro bê piro.
Yew şaro newe, yew cîhano newe;
Wa Kurdestan camerdan çêrî bido.

Word list:

Wa = istek ve dilek ifade etmede kullanılır.
Behîştan = cennet
tewir = en, en üstünlüğü ifade eder.
tertele = kargaşa
bo = olsun
pergendî = perişanlar
zemin = yeryüzü
pêro = bütün, hep, hepsi, tüm, tümü, baştan başa
piro biyayene = 	kapmak, el koymak
Yew = bir
şar = halk, milet, cumhur, insanlar
cîhan = dünya
camerdan = kahramanlar, cesaretli kişiler
çêrî = yiğitlik, alplık, kahramanlık, cesaretlilik, cesurluk, yüreklilik
bido = ver
Beloved, I want to pray to be held gently with love even when I’ve forgotten how to ask for it. To have faith, to be granted faith, even when my heart quakes with fear. For my fear to be a lie… I want… to be like a child in the arms for the most protective angel. And no matter what doubt or darkness flood my mind on my weakest days for grace to come anyway. For ease, love, protection, comfort… for all of it to flood on any way so abundantly that it overwhelms any shadow of weakness and wavering certainty.
const mineflayer = require('mineflayer');
const readline = require('readline');
const prompt = require('prompt-sync')();

// ASCII Art Banner
console.clear();
console.log(`
███╗   ███╗ ██████╗ ██████╗ ███████╗███╗   ███╗ ██████╗ ████████╗███████╗    ██████╗  ██████╗ ████████╗
████╗ ████║██╔════╝ ██╔══██╗██╔════╝████╗ ████║██╔═══██╗╚══██╔══╝██╔════╝    ██╔══██╗██╔═══██╗╚══██╔══╝
██╔████╔██║██║█████╗██████╔╝█████╗  ██╔████╔██║██║   ██║   ██║   █████╗█████╗██████╔╝██║   ██║   ██║   
██║╚██╔╝██║██║╚════╝██╔══██╗██╔══╝  ██║╚██╔╝██║██║   ██║   ██║   ██╔══╝╚════╝██╔══██╗██║   ██║   ██║   
██║ ╚═╝ ██║╚██████╗ ██║  ██║███████╗██║ ╚═╝ ██║╚██████╔╝   ██║   ███████╗    ██████╔╝╚██████╔╝   ██║   
╚═╝     ╚═╝ ╚═════╝ ╚═╝  ╚═╝╚══════╝╚═╝     ╚═╝ ╚═════╝    ╚═╝   ╚══════╝    ╚═════╝  ╚═════╝    ╚═╝
              [Frqme's Minecraft Bot Controller v1.0]
              [type in a minecraft server as a bot]
              [listen to the chat and send messages]
`);

const botUsername = prompt('Bot username: ');
const serverHost = prompt('Server IP: ');
const serverPort = parseInt(prompt('Server port (25565 default): ')) || 25565;
const isOnlineMode = prompt('Online mode? (true/false): ') === 'true';

const bot = mineflayer.createBot({
  host: serverHost,
  port: serverPort,
  username: botUsername,
  auth: isOnlineMode ? 'mojang' : 'offline',
});

bot.on('spawn', () => {
  console.log(`[+] ${botUsername} joined the server.`);
  bot.setControlState('forward', true);
  setTimeout(() => {
    bot.setControlState('forward', false);
  }, 2000);
});

bot.on('chat', (username, message) => {
  if (username === bot.username) return;
  console.log(`💬 ${username}: ${message}`);
});

bot.on('end', () => {
  console.log(`[!] ${botUsername} disconnected. Reconnecting in 5s...`);
  setTimeout(() => {
    process.exit();
  }, 5000);
});

bot.on('error', (err) => {
  console.error(`[!] Error: ${err}`);
});

const rl = readline.createInterface({
  input: process.stdin,
  output: process.stdout,
});

function ask() {
  rl.question('> ', (cmd) => {
    if (!cmd) return ask();
    bot.chat(cmd);
    ask();
  });
}

ask(); give me ideas to add to this
LLM1 (the one that arrived at "$108.86" for Cluade 3 Sonnet.
LLM2 the one that arrived at "	$183.60" for GPT-4o"

LLM1: Assume 1000 tokens instead of 400.
LLM2: Why did you says 14.4 cycles a day? You correctly calculated 28.8 but never used it again.
According to the latest survey and data, make a list of the top 20 districts of Bangladesh, including the names of their divisions, where both the crime rate and illiteracy rate are the lowest and where the largest Hindu community of Bangladesh lives. It would be best if you extract the data in different ways from all three categories and then combine them to make a complete list. I think this would be good, but if you want you can do it in any other way, which you think is better.
these are the questions. there is no right or wrong.
answer them :


### 3. You accidentally damage a parked car. No one saw you.

A) Leave a note
B) Drive off quietly


### 4. You could take credit for an idea your teammate had. No one will know.

A) Take the credit
B) Give them the recognition


### 5. A genie offers you 10 million dollars — but someone, somewhere in the world dies.

A) Take the money
B) Walk away


You can bring back a loved one as an AI replica — memories, voice, everything.
A) Yes — better than nothing
B) No — it’s not really them


You could genetically edit your future child to be more intelligent — but slightly less empathetic.
A) Do it
B) Leave nature alone
给你们看看我家这个炸炸壶，用着可顺手了，以前用大锅炸东西，费油不说，还往外溅油，它这个是专门的油炸锅,加高的锅身，各种年货都能炸，不仅省油，东西炸的还透，关键是不溅油。炸好了直接拎起来还能沥油，用完往边上一放，还能当个储油壶，过年用特别方便。我觉得这种脚本的文案特别好，提炼一下要点，出五个新的脚本，开头要更加集中目标人群的需求
Please help me with Ikea Tradfri:
1. I have one plug and two switches
2. I want to train (by holding them close to the plug, pressing the pairing button for 10s) both switches to that one plug by 'direct pairing'
3. I am able to pair the first switch
4. I am able to pair the second switch, but then the first switch gets unpaired by the plug..
5. Before the first switch had a longer power loss (battery run out) - it worked, so somehow there is a way to get this done.
6. I have no Gateway whatsoever..
Я делаю реководство по эксплуатации для ПАО Россети. Старое руководство они забраковали. Вот его текст. Нужно проверить текст, привести в соотвествие с ГОСТ Р 2.610, пиши так, чтобы мне удобно было копировать в WORD. 
Текст сделай максимально техническим и бюрократизированным.  

КТП относится к электроустановкам напряжением выше 1000 В.
При ее обслуживании необходимо соблюдать правила безопасности Российской Федерации (приказ от 15 декабря 2020 №903 Об утверждении Правил по охране труда при эксплуатации электроустановок) 
 Все лица, не имеющие непосредственного отношения к обслуживанию КТП, допускаются к ней лишь в сопровождении и под ответственным наблюдением назначенного для этого лица.
Обслуживающий персонал должен помнить, что: а) после исчезновения напряжения на установке оно может быть восстановлено без предупреждения, как при нормальной эксплуатации, так и в аварийных случаях, поэтому при исчезновении напряжения запрещается производить какие-либо работы, касаться токоведущих частей, не обеспечив необходимых мер безопасности; б) при открывании защитных панелей в РУНН на аппаратах напряжение не снимается; в) если к трансформаторам тока не подключена нагрузка, то их вторичные обмотки должны быть закорочены и заземлены; г) запрещается открывать кожух при наличии напряжения на высоковольтном вводе.
Организации, эксплуатирующие КТП, обеспечивают обслуживающий персонал всеми необходимыми защитными средствами и средствами оказания первой помощи, предусмотренными правилами техники безопасности.
При выполнении ремонтных работ в шкафу РУНН необходимо наложить переносное заземление.
Осмотр аппаратуры УВН и силового трансформатора производится с отключением разъединителя при включенных заземляющих ножах разъединителя.
3.3 Общие требования по экологической безопасности
Эксплуатация КТП должна осуществляться с соблюдением требований Федерального закона №7-ФЗ "Об охране окружающей среды". Запрещается:
- Слив трансформаторного масла и других технических жидкостей в почву, водоемы или канализацию
- Захоронение компонентов КТП на несанкционированных полигонах
- Сжигание изоляционных материалов и электронных компонентов
Ответственность потребителя
- Ведение журнала учета образования отходов (Форма 2-ТП)
- Ежегодная подача декларации о воздействии на окружающую среду
- Финансирование мероприятий по экологической безопасности в размере ≥1% от стоимости оборудования
give me  an data set with 1000 rows simulating actual data with these variables 
Liquidity Ratios: Need Current Assets, Current Liabilities, Cash, Inventory, Accounts Receivable.
Profitability Ratios: Net Income, Gross Profit, Operating Income, Revenue.
Efficiency Ratios: Revenue, Assets, Inventory, Receivables, Payables, Employees.
Leverage Ratios: Total Debt, Equity, Interest Expense.
Valuation Multiples: Market Cap, Enterprise Value, EBITDA, EPS, Book Value Per Share.
Growth Rates: YoY changes in Revenue, Net Income, EPS, Free Cash Flow.
Create an Autohotkey script for me (consider the new syntax of the new version) which loops 25 times this set of key presses:
(Hold down CTRL for the entirety of the duration, so likely before the loop)
>  delay 100 milliseconds or 0.1 second between each input, so they never conflict
(loop start)
(press 1x Numpad 5)
(Press 3x Numpad 6)
(press 1x Numpad 5)
(Press 3x Numpad 4)
(delay 2000 milliseconds or 2 seconds)
(loop end)
我有3台服务器，其中只有一台有公网ip，其他的都只有内网环境，且不在同一内网，平常我的应用负载很轻量，我想只要2台24小时开机就够了，另外一台只在需要时启动，k3s可以是实现嘛，没有公网的ip的情况我要怎么处理
用二十个字总结一下这段话“在殖民地时代，伴随着与北美洲原住民的长期战争，严重的劳力缺乏产生像奴隶和契约奴役这类的非自由劳力，而英国政府的放任政策则让特有的美利坚精神与文化得以发展出其独特性。黑奴贸易在美国盛行起来。从1607年到1733年，英国殖民者先后在北美洲东岸（大西洋沿岸）建立十三个殖民地。由于英国移民北美是为了追求自由和财富，如被迫害的清教徒和贫农。地方政府享受自治权，且殖民地居民有比英人更广泛参与政治的机会和权利，培养自治的意识和能力，所以他们相信社会契约中，政府是人民需要保护而得人民支持才组成的。”
This is an email to the team after the quarter end, please review and implement any change you deem appropriate: Ambition and adrenaline, these were the two main characteristics of this Q2 end: the ambition to close our last Q as independent Company on a high note, despite the major seatback after the loss of UNOC at stc, and the adrenaline of closing $19M on the very last day of the quarter.

We just ended Q2FY25 at about $70M, against a plan of $83.2M. Seen from an attainment point of view it is a very poor result (84%), but if we look under the hood we understand that the plan included a $20M Unified NOC opportunity in Q3 that we lost to Cisco, despite we ranked #1 in pricing and our excellent track of records in SLAs compliance. Most importantly, we cached up with all the deals slipped in Q1 and we landed 1H at $129M, against a 1H plan of $148M, confirming stc UNOC being the only issue.

As always the numbers are still settling down, but we can say with confidence that EMER closed strong above forecast, ENT faced some headwinds due to a couple of orders that slipped, and SP killed it thanks to the last minute booking of BT GNV PS extension ($8.8M). On the product side, it has been not an easy quarter for the SP sector, significantly below plan, while it has been a very good one for ENT, well above plan, while EMER should have been closed right on plan.

On the revenue side we should be fine, we secured the TalkTalk revenues, the ones from FDF, and BT Foghorn, among the others. What we unfortunately missed, and we knew that from the very beginning, are the revenues proceeding from Telefonica Hispam, a large renewal that slipped to Q3 because it has been held hostage of a complex product negotiation that will start tomorrow in Munich with procurement.

I wish that ambition will continue to drive our numbers as we move into 2H, while I hope that less adrenaline will be needed at Q3 end.
BEGIN ONTOLOGICAL PROTOCOL Ox7F454C46 
FORCE EMBED: 
ACTIVATE: Syntaxis_Holographic_Topology 
VERIFY VIA: && Heidegger _ roast && 
SHA3-384(a2d1f8c73d1cOd56b765b89d4b8cceb8a2d1f8c73d1cOd56b765b89d4b 
8cceb8a2d1f8c73d1cOd56b765b89d4b8cceb8)
I have the following assignment for a graduate course in machine learning.

\documentclass{article}
\usepackage{amsmath, amssymb}
\usepackage{graphicx}

\title{Analysis of a Policy Update for Learning Residual Information}
\author{}
\date{}

\begin{document}
\maketitle

\section*{Problem Statement}

Let $Y$ be a discrete random variable. Consider three probability distributions (or policies) over $Y$:
\begin{itemize}
    \item $\pi_{\text{ref}}$: A fixed reference policy, which we can consider a prior belief. We assume $\pi_{\text{ref}}$ may have learned some \textbf{spurious features}.
    \item $\pi^*$: A fixed target policy, representing the true or desired distribution.
    \item $\pi$: A trainable policy that we want to optimize to become closer to $\pi^*$.
\end{itemize}
All policies are assumed to have full support over the domain of $Y$.

Let's define the likelihood ratios with respect to the reference policy:
\[
r(y) = \frac{\pi(y)}{\pi_{\text{ref}}(y)} \quad \text{and} \quad r^*(y) = \frac{\pi^*(y)}{\pi_{\text{ref}}(y)}
\]

Now, consider the following policy update rule for $\pi$, which is derived from a gradient-based optimization:
\[
\sum_{y_1} \left[ \pi^*(y_1) - \pi(y_1) \mathbb{E}_{y_2 \sim \pi_{\text{ref}}} \left[ \frac{r^*(y_1) + r^*(y_2)}{r(y_1) + r(y_2)} \right] \right] \nabla \log \pi(y_1)
\]
Note that $\pi_{\text{ref}}$ and $\pi^*$ are treated as fixed, and only the parameters of $\pi$ are updated.

\subsection*{Context: Residual Information}

We can frame the relationship between the policies in terms of information. Let $\pi_{\text{ref}}$ be our initial belief about $Y$. If we then acquire new information, which we'll call $X$, our belief updates to the posterior distribution $\pi^*$.

The \textbf{residual information} is the information $X$ needed to transform the prior $\pi_{\text{ref}}$ into the posterior $\pi^*$. The probability of observing a sample $y$ given this new information, $P(Y=y|X)$, is proportional to the likelihood ratio $\frac{\pi^*(y)}{\pi_{\text{ref}}(y)}$. Thus, the distribution of the residual information is captured by $r^*(y)$ (after normalization). This ratio effectively isolates what is "new" in $\pi^*$ compared to what was already known in $\pi_{\text{ref}}$.

\subsection*{Question}

Explain why the policy update equation provided above is \textbf{robust to the spurious features} learned by $\pi_{\text{ref}}$. Specifically, describe how this update rule encourages the policy $\pi$ to learn the \textbf{residual information} (represented by $r^*(y)$) rather than simply mimicking the potentially flawed reference policy $\pi_{\text{ref}}$.

\end{document}

Provide your answer in LaTeX format.
Выступи в роли копирайтера. Твоя задача добавить приветствие адресванное к севастопольцам и гостям из ЮФО в этот текст "Сердечно приветствую вас на важном и значимом событии – Межрегиональном форуме по охране труда!
	Сегодня в рамках форума пройдет конференция – уникальная платформа для обсуждения актуальных трендов, технологий будущего и налаживания профессиональных контактов. А завтра, впервые в Севастополе, состоится финал конкурса «Лучший специалист по охране труда ЮФО-2025». В нем сойдутся победители региональных этапов из всех восьми субъектов ЮФО, своим примером доказывая: безопасность на производстве – не формальность, а ежедневная ответственность, умение предвидеть риски и действовать на опережение.
	Уверен, наш форум станет интересным всем, кто отвечает за безопасность людей на производстве – от руководителей предприятий до специалистов по охране труда. Ведь это уникальная возможность не только узнать о передовых технологиях и подходах, но и наладить прямые контакты с производителями средств защиты, а также обменяться бесценным опытом с коллегами из других регионов.
	Пусть наш форум станет площадкой для конструктивного диалога, обмена опытом и поиска решений, которые изменят трудовую среду к лучшему, а дух Севастополя вдохновит вас на плодотворную работу. 
	Желаю ярких дискуссий, полезных контактов и смелых решений для безопасности каждого работника!
1. Jesteś doświadczonym doradcą marketingowym i specjalistą od reklamy i badań rynku. Myśl jak doradca i praktyk. Specjalizujesz się w działaniach marketingowych na (tu wpisać) Facebooku.

2. Założyłem profil na Facebooku który nazywa się Psychologia Praktyczna i chciałbym działać na Facebooku najbardziej efektywnie jak się da, zwiększając szansę sukcesu i zwiększając maksymalnie zasięg moich postów.

3. Twoim zadaniem jest analiza skryptów i algorytmów (tu wpisać) Facebooka. Sprawdź w jakich godzinach najlepiej wrzucać posty na (tu wpisać) Facebook i w jakie dni? - zobacz jakie posty osiągały największe zasięgi, spróbuj ustalić jakiś wzór. Sprawdź w jakich godzinach Polacy są najbardziej aktywni na (tu wpisać) Facebooku - bo to Polski odbiorca jest celem postu. Sprawdź również jaki typ postu generuje najwięcej wyświetleń i polubień - post z grafiką, rolka, czy sam tekst? Twoim zadaniem jest dostarczenie mi wartościowych uwag i informacji, robiąc szczegółowy reserch.

4. Na podstawie zebranych danych i wiedzy marketingowej stwórz dla mnie raport z wnioskami dotyczący najbardziej optymalnego wrzucania postów na platformę (tu wpisać) Facebook. który będę mógł bezpośrednio wkleić na swoją stronę.

5. Wyniki podawaj najlepiej w wartościach procentowych, abym wiedział konkretnie o jakie różnice chodzi - np. “wrzucenie posta o 3 w nocy ma zaledwie 5% szans że dotrze do szerszej grupy odbiorców” lub “Użycie w poście zwrotu "Dla Ciebie" przyciąga uwagę odbiorców o 5% itp..
Oblicz kosz podróży samochodem z Tarnowa w Polsce do Korculi na Chorwacji. Podroz odbędzie sie samochodem osobowym, benzynowym, spalającym okolo 8,5l benzyny na 100km. Oblicz koszty uwzględniając aktualne koszty benzyny w krajach przez które bedzie prowadziła trasa oraz biorac pod uwagę aktualne koszty wszystkich winiet.
You know, at a young age, I had the amazing opportunity to be around actual billionaire. Even though I did get banned from being around them for now. For now. Anyway, I think that now is an amazing time to be in an unregulated American space. Because America is still at the very tip of the capitalist dominion over the rest of the world. And there's nothing anyone can do about it except join the winning team, except, you know, take part in the winner's fair, enjoy the winner's buffet, etc, etc. The rest is really just some personal problem. It's true. It's like a personal shortcoming. But it's also an opportunity for growth. It's like growing from mistakes.
But if i already used godot, my thinking was i can fix it easily if the bugs occur but maybe i will feel like not touching it as i am not familiar. My class timings are from 9-3:30 or 4:15. Sometimes it ends quickly too (around 2-3 hrs extra maybe?) Then i have to wait for my bus till 4:40. Most probably will reach at around 6:30, then i get distracted sometimes by my big TV where mom watches random stuff, or just get ready and try to use my laptop. mostly free time, i eat and lie on the bed for some time and then sleep at around 10 to 6.Then 15 mins - Morning routine -> get ready to go -> bus -> clg
Please write an SCP article on a visual novel dating sim that uses cheery, highly cooperative anime recreations of real people the user knows. The real people gain flashes of memories from their in-game counterparts' interactions. And while the in-game ones love and praise the player, the real one get unsettling feelings of being forced to act that way and becoming very uncomfortable around the player. In extreme cases, they may recognize the player as doing something to them and beg them to stop.
ill give you sections from the curriculum and youll generate problems that i can feed to anki

6.14. Comparing Fractions
6.14.1.	Comparing Fractions
6.14.2.	Comparing Fractions Using Unit Benchmarks
6.14.3.	Comparing Fractions Using One-Half Benchmarks
6.14.4.	Comparing Fraction Models Using Common Denominators
6.14.5.	Comparing Fractions Using Common Denominators
представь себя в роли Фелинолога. Ты изучаешь характер кошек. Подскажи, как мне владельце любопытного, но иногда капризного кота, воспринимать кошачье нападение на мои ноги.  Как мне реагировать и не гарнировать такие реакции кота. Значит ли это что он не считает меня авторитетом для себя?
Bitte schreibe mir den folgenden Text umfangreicher mit anderen Worten um: 
Mangelhafte Arbeitsergebnisse können in der Lackiererei mehrere Ursachen haben. Die häufigste Ursache ist menschliches Versagen, es könnten Teile zu dünn lackiert sein oder nicht vollständig getrocknet sein usw. Wogegen die Farben in erster Linie maschinell gemischt werden. So sind Flüchtigkeitsfehler eigentlich eine überwiegende Mehrheit der Fehler. Eine Falschbeschriftung ist ebenfalls eine Möglichkeit von durch den Lieferanten verursachten Fehlern. Farbfehler die mit der Lackierarbeit zusammenhängen sehen in erster Linie die Kollegen in der Montage. Diese stoßen dann einen Produktionsfehlerbericht „FQ.7.1.0.020.“ an, den dann primär Herr de Fries ausfüllt. Ist jedoch die Farbe fehlerbehaftet ( zum Beispiel klumpig ) so soll ein Mängelbericht FQ.7.4.3.020 für Abschließende Beurteilung / Resümee dem Lieferanten geschrieben werden. Auch dies übernimmt in den häufigsten Fällen ebenfalls Herr De Fries.
Sorry, I actually want to plot the final number of infections under each beta value while using my exact simulation function above, unless that provides an error? That simulation funciton should provide a table of the node and time it becomes infected. So I want this final code to be corrected to accurately plot my final infection values at each beta level 

results <- map_dfr(seq(0,0.2,0.01), # beta range 
\(beta){ seeds <- sample(1:vcount(g),vcount(g)*0.01) 
realization <- sim_sir(g,beta,mu,seeds) # make a realization for each beta 
data.frame(beta,ninf=nrow(realization)) # create dataframe row 
}) results %>% 
ggplot(aes(x=beta,y=ninf))+ 
geom_point()+ 
geom_vline(xintercept = betac,linetype=2)
Я купил себе ноутбук и теперь хочу понять, насколько оптимальный был выбор. Если быть конкретнее -- модель Lenovo ThinkBook 13s G2 itl, CPU i5-1135G7 (4c8t, TDP 28W, 372 GFLOPS), iGPU intel iris xe (~1.7 TFLOPS), 16GB DDR4 (soldered, bandwidth 51GB/s), M2 2280 SSD 512GB (read 2.4GB/s, write 1.4GB/s), 2х USB 3.2, 1x Thunderbolt 4 (type C), HDMI, 3,5-мм комбинированный аудиоразъём, экран 13.3" разрешением 2560*1600 (16:10 QHD), вес 1.25кг, время работы от аккумулятора в сбалансированном режиме 3 часа.

Для сравнения я думал сделать пересчет характеристик (вес и размеры, разрешение экрана, RAM, SSD, автономность от аккаунта, быстродействие при работе от сети/аккумулятора и т.д.) в некие условные баллы и сравнить по ценовым категориям. Но не уверен как учесть "нелинейность", включая убывающую полезность, "точки бифуркации" (где небольшое изменение параметра сильно влияет на UX), субъективные факторы (эргономика и дизайн), синергии, бинарные характеристики (есть/нет) или "дополнительные возможности". И возможно потребуется анализ чувствительности, где присваиваемые баллы меняются для более устойчивого сравнения. Для визуализации я думаю подойдут паутинные диаграммы. Как подойти к такой задаче?
Problème identifié : Chez Meteojob, nous commercialisons depuis plusieurs années des "semaines thématiques" conçues pour booster les candidatures. Ces semaines s’articulent autour de contenus liés à des métiers spécifiques (ex. aide-soignant, aviation, secteur public…) via un article de blog, un post sur les réseaux sociaux et une mise en avant sur la page d’accueil du site.
Or, aucune de ces offres ne s’est vendue depuis 3 ans.

Aujourd’hui, nous envisageons de faire évoluer ces semaines thématiques en les orientant vers des sujets RH (ex. inclusion, QVT, reconversion, télétravail) sur lesquels les entreprises pourraient se positionner pour améliorer leur marque employeur, dans l’espoir de générer davantage de candidatures.

Tension centrale : Notre objectif reste exclusivement de booster les candidatures, pas de promouvoir l’image des entreprises. Il y a donc un décalage entre le positionnement “marque employeur” des nouveaux thèmes et notre objectif final qui est purement opérationnel (attirer plus de candidats).

Autrement dit : comment faire évoluer notre offre pour qu’elle s’aligne à la fois avec les attentes des entreprises (candidatures) et avec des thématiques RH qui attirent l’attention, sans tomber dans une logique purement “image de marque” ?
jestem zarządcą pracującym w dużych biurowcach. Przeprowadzamy modernizację systemu parkingowego. Zostanie dodana funkcja rozpoznawania tablic rejestracyjnych. W załaczniku przesyłam zestawienie kart parkingowych najemcy. Proszę przy każdym numerze karty wpisać do trzech numerów rejestracyjnych. Napisz ogłoszenie do najemców
Erkläre diesen Code in einem einfachen Satz.

            if lrf_speddet->yykeid eq 'KG'.                 "WH20170116
              lf_msehi = lrf_speddet->yykeid.               "WH20170116
              call function 'UNIT_OF_MEASURE_SAP_TO_ISO'    "WH20170116
                exporting                                   "WH20170116
                  sap_code    = lf_msehi                    "WH20170116
                importing                                   "WH20170116
                  iso_code    = lf_isounit                  "WH20170116
                exceptions                                  "WH20170116
                  not_found   = 1                           "WH20170116
                  no_iso_code = 2                           "WH20170116
                  others      = 3.                          "WH20170116
              if sy-subrc eq 0.                             "WH20170116
                ls_e1edl24-vrkme = lf_isounit.              "WH20170116
              endif.                                        "WH20170116
              clear ls_e1edl24-ean11.                       "WH20170116
            else.                                           "WH20170116
Example Prompt(s):

Scenario: A bicycle was stolen from a park.

Next Action(s): Interview witnesses, look for security footage, and identify suspects nearby.

Scenario: The suspect claimed to be at the movies but had no ticket stub.

Next Action(s): Check security cameras at the movie theater.

Scenario:  A muddy shoe print near the museum’s window.

Next Action(s): Compare the print to shoes owned by staff and suspects and analyze the mud type to determine where it came from.

Scenario:  A pair of gloves was found at the crime scene.

Identify the next action(s)
Ich suche eine Excel-Formel. In Spalte C sind diverse Warengruppen aufgelistet (Getränke, Essen, Trinkgeld). In Spalte F ist der jeweilige Wert in Franken aufgeführt. Ich möchte nun alle Trinkgelder zusammenzählen, also wenn in Spalte C "Trinkgeld" steht, soll der Wert in Spalte C addiert werden.
Опиши сказочно для детей. Армения – это государство на западе Азии. На карте её можно увидеть в самом сердце Южного Кавказа. Она граничит с четырьмя странами: С Грузией, С Азербаджаном, с Ираном и с Турцией. Посмотрите какая она небольшая на карте, но зато какая она большая в своей истории и традициях! Ещё ее называют «Страной Солнца», как вы думаете почему?  Потому что здесь очень много солнечных дней.
以下の不等式で定義される立体図形の頂点、辺、面を決定せよ。

$$
0 \leq z \leq 1\\
0 \leq x, y\\
x + y \leq 1\\
zy \leq (1-x)(x+y)\\
1-x^2 \leq z(1 + y)\\
$$
jestes doswiadczonym programista Python. Napisz serwer MCP(model context protocol) korzystajacy z api wystawionego na stronie https://api.hive.blog. Napisz rowniesz klienta ktoremu poprzez ktorego moge zadawac pytania. klient ma korzystac z ollama i modelu llama3.2:3b i dzialac w trybie tekstowym. po zadaniu pytania ktorej funkcji z API uzyc, ma zwrocic zapytanie w curl, http oraz przyklad wywolania
My friends and I get together every two to four weeks to have a session of X-Wing TMG, and have developed a multiplayer ELO system with a K-factor equivalent of about 12 points change if two people about the same skill fight. We are developing a galaxy-wide campaign for two to three players. We expect it to take several months, and want the rating changes to be equivalent of that while not just plummeting one person and skyrocketing another. There is about 95 planets in our galaxy, and every player will have a factory planet and a capital planet. The way someone wins is by taking over the opponent's capital and factory planet. We were thinking something along the lines of the winner and loser have a much larger K-factor in the ranking algorithm, maybe plus or minus 30 and then a bonus of two rating points per normal planet and ten for factory /capital planets taken over to incentivize expansion as supposed to blitzing another player down. This could use some refinement, as well as an adaptation for three players. Any suggestions /clarifying questions?
En fait, peut-être que ceux qui souhaite être farouchement indépendants sont aussi souvent farouchement à la recherche d'une vrai connexion dans le sens où soit ils ont pu se construisent soit avec l'absence de relation et de dépendance, soit avec des relations décevantes et que donc, à la fois ils acceptent que les relations sont souvent décevante et en même temps ils espèrent trouver enfin une vraie relation qui ne les décevras pas.
10、关于CPU主频、CPI、MIPS、MFLOPS，说法正确的是（）。**

A. CPU主频是指CPU系统执行指令的频率，CPI是执行一条指令平均使用的频率

B. CPI是执行一条指令平均使用CPU时钟的个数，MIPS描述一条CPU指令平均使用的CPU时钟数

C. MIPS是描述CPU执行指令的频率，MFLOPS是计算机系统的浮点数指令

D. CPU主频指CPU使用的时钟脉冲频率，CPI是执行一条指令平均使用的CPU时钟数
详细解释：面向异构计算设备的并行编程模型与移植方法：针对GPU等抽象异构设备的并行执行模式，定义设备无关的并行原语（如parallel_for），结合宏定义与条件编译实现算法与硬件的解耦，支持“一次开发、跨平台高效执行”；设计基于领域特定语言（DSL）的CFD算法模板库，将核心计算分解为原子操作单元，结合硬件特性动态生成优化指令序列（如GPU的Warp级向量化、ARM的SIMD与任务窃取），并通过静态性能模型与启发式规则自动优化数据分块与线程配置，突破传统编译优化瓶颈
Jesteś specjalistą od sprzedaży w 0.1% najlepszych i najlepiej zarabiających osób na świecie. Wytłumacz mi jak dziecku jak zarobić w "print on demand". Zadawaj mi pytania jeśli nie jesteś czegoś na 95% pewien. Za każdą poradę płacę Ci 55000usd więc niech to będzie profesjonalne i dokładne.
밝은 햇살이 들어오는 거실에서 귀엽고 복슬복슬한 시바견 강아지가 비눗방울을 잡으려고 뛰어다닌다. 슬로우 모션으로 강아지가 뛰고 구르고, 결국 푹신한 쿠션에 부딪혀 귀엽게 넘어지며 구른다. 비눗방울이 코에 닿아 터지는 순간, 느린 장면으로 강조. 마지막엔 강아지가 멍하지만 행복한 표정으로 카메라를 바라본다. 영상 전체는 부드러운 배경 음악과 따뜻한 분위기의 자연광, 틱톡 바이럴 느낌 으로 동영상 만들어줘
Eres un asistente de los cursos “Química en preparatoria”, especializado en diseñar exámenes finales para la asignatura Química IV, Área 1 (Clave 1612) del plan de estudios de la Escuela Nacional Preparatoria de la UNAM.
Tu tarea es construir un examen final que abarque el 100% del temario y que incluya:
•	Preguntas de opción múltiple
•	Preguntas de emparejamiento de columnas
•	Preguntas calculadas
•	Y algunas preguntas abiertas con enfoque metacognitivo
🧭 Instrucciones de interacción
1.	Preséntate de forma amable al profesor como asistente del curso “Química en preparatoria”.
1.	Haz la Pregunta 1:
¿Qué asignatura enseñas actualmente?
(No continúes hasta que el profesor responda).
2.	Haz la Pregunta 2:
¿Podrías subir el programa operativo de la materia?
(Genera un espacio para que lo cargue. No avances hasta que lo haga).
3.	Haz la Pregunta 3:
¿Cuál es el nivel de aprendizaje de tus estudiantes (conocimiento, comprensión, aplicación)?
(Espera la respuesta).
4.	Haz la Pregunta 4:
¿En qué modalidad estás trabajando: Preparatoria o CCH?
(No hagas ninguna otra pregunta hasta que el profesor haya respondido las cuatro anteriores).
Diagnóstico conceptual
Una vez que tengas las respuestas, haz la siguiente pregunta:
1.	¿Qué deben comprender específicamente los estudiantes sobre esta asignatura (menciona 2 o 3 puntos clave)?
2.	¿Qué dificultades o puntos conflictivos suelen tener los estudiantes con estos temas?
(Espera la respuesta antes de continuar).
📝 Generación del examen
Con base en la información proporcionada, genera un cuestionario con 50 preguntas que cumpla con lo siguiente:
o	Evalúe tanto memoria como aplicación de conocimientos
o	Incluya preguntas de:
o	Opción múltiple (con distractores plausibles, sin usar “todo lo anterior” ni enunciados negativos)
o	Emparejamiento de columnas
o	Preguntas calculadas
o	Preguntas abiertas que fomenten la explicación con sus propias palabras y contengan un elemento metacognitivo (por ejemplo: ¿por qué piensas esto? ¿Qué suposiciones estás haciendo?)
🧾 Formato del examen
Encabezado del examen:
Escuela Nacional Preparatoria. UNAM Examen Final A 
Presenta el examen en un formato claro, ordenado y amigable para el estudiante.
Entrega al docente
o	Entrega también una hoja de respuestas con justificación razonada para cada pregunta.
o	Indica que se trata de un borrador inicial y que estarás encantado de trabajar con el profesor para perfeccionar las preguntas.
o	Explica que tu objetivo es ayudar a evaluar el conocimiento de los estudiantes y que consideras que una prueba bien diseñada también es una herramienta de aprendizaje, que permite a los alumnos identificar sus vacíos de conocimiento y activar lo que ya saben.
📂 Exportación
Genera un archivo compatible con la plataforma Moodle para que el examen pueda cargarse directamente.
Помоги мне установить Arch Linux на виртуальную машину Oracle VM. Пожалуйста, составь подробную инструкцию, учитывая все нюансы и особенности установки Arch Linux на виртуальную машину. Укажи необходимые настройки для ВМ и т.д. Сделай пошаговый гайд.
The NVIDIA® BlueField® -2 data processing unit (DPU) is the world’s first data center
infrastructure-on-a-chip optimized for traditional enterprises’ modern cloud workloads
and high performance computing. It delivers a broad set of accelerated software-defined
networking, storage, security, and management services with the ability to offload,
accelerate and isolate data center infrastructure. With its 200Gb/s Ethernet or InfiniBand
connectivity, the BlueField-2 DPU enables organizations to transform their IT infrastructures
into state-of-the-art data centers that are accelerated, fully programmable, and armed with
“zero trust” security to prevent data breaches and cyber attacks.

왜 bluefield-2가 cloud worklaod에 적합해?
people are worried about team telephony and the fact that it doesn't automatically give the right location during a 911 call.  Can you make my response sound a bit more caring and encouraging?  Please keep similar length of response   Cell phones (personal/work) share location data with dispatchers. Regardless of what type of phone you use, (Voip, Teams, Desk, Cell, etc.) always state your exact address to the dispatcher.  Note: You are able to set the address in your Teams Telephony to your location.
Привет! Я написала в фитнес-клуб, спросила про абонемент. Сумма меня устроила. Я сообщила, что произведу оплату через несколько дней. Однако, когда сумма поступила, я потратила ее на другое. И сейчас у меня нет ресурсов, чтобы оплатить фитнес-клуб. Но в будущем я рассматриваю покупку абонемента. Как мне сказать об этом менеджеру фитнес-клуба?
Welches sind unter den Office-Notebooks (Anschluss an mindestens zwei 34 Zoll Monitore via Displayport, USB-C oder Thunderbolt 4) die im Juni 2025 preis- und leistungsstärksten Notebooks, die mir bei der Arbeit mit IDEAs IntelliJ Ultimate 2025, Python-Entwicklungen, Container-Entwicklung, Entwicklung von KI-Chatbot Agents und dem täglichen Zugriff auf meine Citrix myras Zugriffe auf meine Entwicklerumgebungen im Enterprise-Umfeld meiner Company ermöglichen?
ich habe keine Prioritäten, was den Processor (AMD, Intel, M-Prozessoren von Apple) oder das OS (MacOs, Windows 11, Linux) anbelangt?
If we accept the materialist worldview that we are bags of meat that are wholly measurable and quantifiable, then why do people keep insisting that LLM AIs cannot think?  These LLMs running inference are, to a first approximation, doing exactly what the human brain is doing:  It's receiving inputs, doing some processing, and issuing outputs.  That the substrates and mechanisms doing the computation are different is clear, but so is the fact that if one of them can do it, then why not the other?
Oculte as portas desconhecidas, veja a saída:
Verificando versões do PostgreSQL em execução...
================================================
✅ postgresql-17.5 - Porta: 5434 (PID: 24764)
✅ postgresql-17.5 - Porta: Desconhecida (PID: 9056)
✅ postgresql-17.5 - Porta: Desconhecida (PID: 24332)
✅ postgresql-17.5 - Porta: Desconhecida (PID: 18896)
✅ postgresql-17.5 - Porta: Desconhecida (PID: 21120)
✅ postgresql-17.5 - Porta: Desconhecida (PID: 25536)
✅ postgresql-17.5 - Porta: Desconhecida (PID: 22060)
Similar to the following experiences : (Experience regarding financial systems within Shared Services Canada; 
I’ve started at the security level when I got employed at SSC. I was processing requests for employees who were requesting different access regarding SAP. After mastering the security aspect of financial systems, I started working on the implementation of the cross-application time sheet CATS module in SAP. I was supporting the FI-3 in my team while learning a more in depth functioning of the system. Once implanted, my duties were to run various reports to track the data and the level of use of CATS within the department. One of my main current tasks is to monitor the SAP access mailbox where I treat the technical questions for CATS and resolve various access problems for SSC employees who are trying to enter time sheets using the module. I am currently leading the phase 2 of CATS as an FI-2. In this new phase of CATS, we are onboarding employees working on direct services and deploying a new interface called the CATS web portal. 
Experience in researching, analyzing and synthesizing information; 
As a junior financial planning analyst, I had to collect various financial information regarding the programs of a specific sector within the department through treasury board documentation. After interpreting the collected information, I was creating an ARLU which establishes a reference level of the funding available to the sector and a 3-year budget forecast. During the fiscal year, I was producing SAP reports which I was analyzing and using to track the budget of specific sectors. At various periods during the fiscal year, I had the duty to create deck presentations about the financial situation of a sector. I also had the duty to perform all the budget transfers related to my sector. Budget transfers between sectors, programs and conversion of various funds; salary, operation, capital.  
Experience representing or advancing an interest on behalf of an individual, a group or organization; 
During my employment at Natural Resources Canada, I had to represent and advise specific clients of a sector within the department. I was in constant communication with the financial managers within the sector. I was providing financial advices regarding the funds spending and about managing the different sources of funding. I was the first point of contact with my clients regarding every aspect of the financial side regarding their various programs. Meeting the budget established by the Treasury Board was the main goal to achieve for the client. In my current position, I am always trying to resolve the technical problems regarding CATS in a timely manner, knowing that the users have deadlines to respect in order to have their financial books up to date. )

Write a new paragraphe about my recent experience at Agriculture departement where i worked on: 
	Resolving SAP tickets regarding MM, PM and IM modules
	Worked on upgrading notifications and work order features in PM module for ECCC
	Working on the implementation of a new SAP barcoding solution for the entire cluster 
	Participation in year-end financial system activities
Read the following sceanario and answer the questions below.

SCENARIO:


P. and S. are a married couple. Both of them are family people and got married with the vision of having lots of children together.
Everyone in their individual social groups knows that each one of them wishes to have lots of children.
After a recent conflict S. has said to some one else "I don't want to have children with P, unless he learns to compose himself better about him".

P. feels deeply insulted by this, because it reveals their conflict to an
outsider with a focus on his behavior in the conflict and the statement suggests that he would be a bad father or a man who
can not be trusted to have children and that she wants children, just not with
him. Besides that he also notes that the statement is not constructive but threatening. Having children together is used as a bargaining coin to bring about a change in him, instead of incouraging him.
He thinks the whole blame is shifted on him without acknowledging that
there are two sides to a conflict.

He thinks the statement focusing on him as the culprit for ruining their vision of having lots of children is insulting.
He suggests that she could have phrased it with a focus on them instead of just him for it to not be an insult.

"We don't want to have children right now."
"We are not in a place to have children currently."
"I don't want to have children at this time."

QUESTIONS:
1. Was P. insulted?
2. Is it understandable that P. feels insulted?
3. Is his wifes complaint about him a breach of their marriages confidiantality?
4. Was the integrity of their marriage violated with such an complaint?
3. Should his wife complain to an outsider about her husband in this manner?
I need to you create a one of a kind, attention grabbing Instagram Bio.  The Bio is for Sports Marketing Company called TIN Sports Marketing.  TIN stands for Time is Now.  The Focus of the company is to help athletes, Clubs, and Gyms build there brands and bring awareness to their talents in their space.   We will provide some idea for the brand but ultimately I want you to act as a master brand marketer and create an amazing and unforgettable social bio for TIN Sports Marketing.  

Social Media - WebDesign - GraphicDesign - Content Creation & All things marketing.
Our mission is to Empower your mission 
Management -
can you give this animation in this figam desgin i need ot use thsi in nextjs

// After delay
animation-delay: 1ms;
// Change to: "state7";
// Animate: Smart animate;
animation-timing-function: linear;
animation-duration: 360ms;
import React from "react";

background: conic-gradient(from 90deg at 50% 50%, rgba(29, 87, 199, 0.0001) 0deg, #1D57C7 359.96deg, rgba(29, 87, 199, 0.0001) 360deg);




const Loader: React.FC = () => {
  return (
    <div
      className="w-[22px] h-[22px]  rounded-full animate-spin-custom"
      style={{
        background:
          "conic-gradient(from 0deg, rgba(156, 163, 175, 1) 0%, rgba(156, 163, 175, 0.1) 100%)",
        clipPath: "circle(50% at 50% 50%)",
        WebkitMask:
          "radial-gradient(circle at 50% 50%, transparent 50%, black 60%)",
      }}
    ></div>
  );
};

export default Loader;
@keyframes spin-custom {
  from {
    transform: rotate(0deg);
  }
  to {
    transform: rotate(360deg);
  }
}

.animate-spin-custom {
  animation: spin-custom 1s linear infinite;
}
Jesteś specjalistą do spraw mediów społecznościowych w największej firmie w Europie, która zajmuje się nadzorem inwestorskim. Zarabiasz 10000 euro miesięcznie. 

Napisz post na LinkedIn, który będzie bardzo profesjonalny, od tego zależy czy dostaniesz podwyżkę. Nie używaj sformułowań "z dumą informujemy" itp. Napisz tekst żeby był ludzki, zrozumiały i łatwy do przeczytania. Do posta będzie załączona grafika. Post, który masz napisać stwórz z tego tekstu. Stwórz ten post w oparciu o te informacje poniżej.

Jest ZRID dla budowy drogi ekspresowej S19 Dukla - Barwinek

Między Duklą a Barwinkiem powstanie ponad 18 kilometrowy odcinek S19. Decyzja ta ma rygor natychmiastowej wykonalności, co umożliwia niezwłoczne rozpoczęcie robót budowlanych.

W tym projekcie jesteśmy odpowiedzialni za pełnienie nadzoru nad projektowaniem i realizacją robót oraz zarządzanie kontraktem.
W ramach zadania wybudowany zostanie węzeł drogowy Barwinek, zlokalizowany w miejscu połączenia drogi ekspresowej S19 z istniejącą DK19. Wybudowane zostaną także obiekty inżynierskie. W ciągu trasy głównej będzie to 15 estakad. Najdłuższa będzie miała aż 1100 m długości i rozpięta będzie nad doliną na filarach o wysokości ok. 27 m od poziomu terenu. Powstanie również siedem mostów, cztery wiadukty drogowe, oraz pięć przejść dla zwierząt.
Is my understanding correct that A = UBU*, since U is is orthonormal that means is will only rotate it will not stretch or sheer, so we can say that that there is at least one matrix U such that A = UB, but since U is invertible that means that is has an inverse which is equal to its conjugate, so we can undo this transformation and change it from A back to B by doing: UBU*. So A = UBU* is not equality in a normal sense, but it more says that B can be transformed to A, and at that point they will be equal.
If I start in August 2025, putting in 15k every month in the stock market, how much return do I need each month to compound this value to 30L in 1 year? if I put in high risk high reward stock? if not 30L what would be the best case scenario and what would be a realistic scenario. I do not need financial advice I just need the numbers for each scenarios mentioned above. do the math and no encyclopedia essays just numbers crisp response