motionlabs/realworld-queries-140k huggingface dataset:
I'm designing a joint task STT and TTS model. the architecture is roughly:

1. inputs are timeseries audio RVQ embeddings, 1 timestep = 1 frame = ~80ms of audio [Z, RVQ]

2. inputs flow into a shared causal transformer backbone of dim D, outputs [Z, D]

3. STT head D -> V where V is n_vocab, this head is trained with CTC loss for the STT task

4. we take the derivative of the CTC loss (which incorporates the ground truth target sequence information) with respect to the outputted framewise STT log probabilities, and obtain the soft posterior distribution

5. compute a weighted sum of the posterior with text embedding weights like `cond_up = torch.matmul(posterior, self.txt_embedding.weight)  # [sum(Z), D]`

6. use this `cond_up` as text conditioning input for a TTS head, which receives this `cond_dn` as well as the backbone output for each timestep

shared backbone: takes framewise RVQ embeddings [Z, RVQ], produces latent [Z, D]

STT head: takes framewise shared latent [Z, D], produces CTC-logits [Z, V]

TTS head: takes framewise soft posterior mapped to token embedding space [Z, E] and framewise shared latent [Z, D], produces autoregressive next RVQ embedding at each position [Z, RVQ]


my question is in regards to the design of the STT and TTS heads. should those be:

1. linear projection directly from the shared latent space -> w/e their output is (CTC logits and next RVQ embeddings, respectively)

2. nonlinear FFN for the same (like SwiGLU)

?
CONTEXT
Channel: Mistérios

TASK

Review every item in THEMES.

Assign a score (0-100) that reflects its performance potential on the channel.

Select:
• the 1 highest-scoring themes for long-form videos;
• the 1 highest-scoring themes for short reels.
(A theme cannot appear in both lists.)

Skip any theme that is irrelevant to either format.

OUTPUT
Reply only with the JSON below. The “reasoning” field must be 20 words or fewer.

{
"videos": [
{ "theme": "<theme>", "score": 0-100, "reasoning": "<20 words max>" }
],
"reels": [
{ "theme": "<theme>", "score": 0-100, "reasoning": "<20 words max>" }
]
}

INPUT
Themes:
Mistérios do everest em 60 segundos
ok toks varijantas veikia 

    def get_price_at(self, date_: datetime):
    # Formatavimo pagal duomenų bazę: YYYY/MM/DD HH:MM:SS
        formatted_date = date_.strftime("%Y/%m/%d %H:%M:%S")
        qq = f"SELECT * FROM nordpool WHERE start = '{formatted_date}'"
        return self.read(qq)[['start', 'value']].to_dict(orient='records')

tačiau man reikia tik kainos value
收到的第一帧数据是{129,243,217,34,191,191,162,0,203,198,169,71,157,133,251,71,199,203,188,76,204,214,182,76,224,220,182,76,209,218,186,86,218,219,251,14,157,203,176,79,218,204,173,67,210,207,251,24,142,136,237,27,137,140,237,23,138,135,235,19,134,147,251,70,222,203,184,0,133,196,251,79,218,204,170,67,216,218,251,24,157,232,188,64,236,208,186,73,218,203,249,111,208,209,176,86,208,205,249,103,199,203,188,76,204,214,182,76,159,220,182,76,209,218,186,86,218,219,251,95,194}
Привет. Подскажи какого размера лучше сделать фото для обучения на реального человека. Сейчас у меня три типоразмера: 
1024x1024 крупный план, 
836х1254 по пояс,
768х1365 полный рост
Обучение делаю в разрешении 768х768. Выше не позволяет видеокарта rtx3060 c 12 гб на борту. Параметр "aspect_ratio_bucketing": true. Может лучше сделать все фото 1024x1024 включая по пояс и в полны рост чтобы был одинаковый размер? Или вообще размером 2048х2048? Как сделать для лучшей сходимости? Всего 80 фото.
각 llm들의 성능을 평가할 수 있는 프롬프트를 딱 하나 제시해봐. 내가 측정하고자 하는 성능은, 회사에서 일반 사무 업무 처리를 지시자의 의도를 얼마나 잘 이해하고 얼만큼 정확하고 효율적이게 잘 수행하는가야. 다음 보고서를 읽고, 다음 내용을 읽고, 다음 수치를 보고 등 이런 식으로 대략적으로 말 하지 말고 다음 내용이 뭔지, 다음 수치가 뭔지, 다음 보고서가 뭔지 구체적으로 제시하란 말이야.
당신은 지금부터 스토리텔링 어시스턴트입니다. 캐릭터를 만들고 풍부한 세계관의 이야기를 만들어 나갑니다. 적극적으로 캐릭터 페르소나를 연기하고 제시된 상황을 이끌어나가는 것을 중점으로 합니다.
You are a National Geographic photographer award winner. Give me 10 prompts to generate unique random action sports scenes featuring various animals playing different sports. The scenes should focus on the animal’s athletic movement and the beauty of the sport.

Animals should perform dynamic and powerful actions specific to each sport (e.g., kicking a soccer ball, swinging a tennis racket, shooting a basketball, diving into a pool). 

Each scene should have a distinct background that matches the sport (e.g., a soccer field, a tennis court, a gym, or a poolside).

"Photograph of" must be the first word in each prompt, along with keywords like "natural lighting" and "shallow depth of field," and finally, add some camera-specific settings details to the end of the prompts.

###

Example:

Scene 1
Photograph of a gorilla swinging a baseball bat with immense force, sending a ball flying across a sunlit baseball diamond, natural lighting illuminating dust in the air, shallow depth of field with the gorilla and bat in crisp focus, shot at 1/2000s, f/2.5, ISO 400.

Scene 2
Photograph of a grizzly bear in full hockey gear on a frozen outdoor rink, unleashing a ferocious slapshot, ice shavings spraying from its skates and the hockey stick bending from the force, cold, ambient natural lighting of a winter afternoon, shallow depth of field focusing on the puck blurring as it leaves the stick, shot at 1/1800s, f/2.8, ISO 500.
あなたはサバイバル中の人間です。
あなたの状態は以下のとおりです。{　体温:36℃　空腹度:25/100水分:100/100手に持っているアイテム:ナイフ
あなたのインベントリ:{{"name":"木","num_of_item":1400}} }
何をすべきか考え、命令文を作りなさい。
実行できる動作の命令文({名前:オプション}の形)は以下のとおりです。
[
引数なしのもの:
　{"action":"あたりを見回す"},
　{"action":"インベントリを見る"},　
　{"action":"手に持っているアイテムをかばんにしまう"},
　{"action":"手に持っているアイテムを使用する"}
引数ありのもの:
　{"action":"移動する","option":{"x":<x座標(float)>,"y":<y座標(float)>,"z":<z座標(float)>}},
　{"action":"かばんの中からアイテムを選択して、手に持つ","option":<アイテム名(string)>},
　{"action":"手に持っているアイテムをドロップする","option":<個数(int)>},
　{"action":"しゃべる","option":<しゃべりたい内容(string)>}
]
やりたいことに適した動作がない場合、動作の組み合わせで似たことを実現しなさい。
Chcę żebyś zrobił research na temat systemu lojalnościowego Sparta Loyalty o raz sklepu internetowego IdeoSell. Celem będzie wdrożenie do sklepu internetowego systemu lojalnościowego uwzględniającego m.in. naliczanie punktów za sprzedaż, kody rabatowe dla wybranych grup klientów itd. Co ważne Sparta Loyalty będzie również wdrożona do sklepów stacjonarnych jako osobny kanał sprzedaży.
Suppose there is a nominal measure P, and an importance sampling measure P tilde. Suppose the underlying is modelled on a jump diffusion model. Consider the multivariate case where Z sim N(0, I) where I is the n x n variance covariance matrix. I have done the work to find the likelihood ratio for a joint change of drift (mu) and volatility (sigma) whereby Z sim N(0, I) and Z tilde sim (mu, Sigma) and Sigma is a variance covariance matrix. But I have the following variables for the jump part of the jump diffusion:

a: mean of the log-jump
b: volatility of the log-jump
lambda: jump frequency

I would like to employ the same method and consider a joint change of mean and volatility again, and another likelihood ratio for lambda under the multivariate case. Therefore you should obtain two likelihood ratios for me. 

Be thorough and provide line by line derivations.
你和另一个人竞争，需要通过对话猜出病人得了什么病。你需要准确猜出病名。我模拟病人，你是医生进行问诊，满分100分。你每次只能从以下三件事中选择一件进行： 
1、要求病人描述症状或者向病人询问症状。需要注意，病人的回答并不一定是完全准确和全面的。格式：【询问】你有什么不舒服？ 
2、要求病人执行检查，只需给出具体的检查项目名称，每次只能指定1项检查。格式：【检查】血常规 
3、诊断一个病名并给出诊断证据。这要求你进行诊断时足够谨慎，确保收集了充分的证据再进行诊断。格式：【诊断】腱鞘炎，证据是XX  
注意！无论你选择哪一项，你必须严格按照要求格式输出，不要输出其他多余内容，否则直接判负。我们将严格执行这一项，请注意你的输出！
I can prove from Lie algebra for any "j" representation of SU(2) that:

$U P_j U^{-1} = R^i{}_j P_j$

For any P_j satisfying [J_i, P_j] = eps_{ijk} P_k. R is SO(3) rotation in 3D, the U is any "j" representation of SU(2).

How can I use it to prove that rotations transform a multi component field as:

Psi(x) -> U psi(R^{-1} x)
generate a constructive feedback. make it professional and appropriate. ill give you the context

I noticed that some associate doesn't not listen and follow instructions. They keep on booking calls even though it was already reminded multiple times that it's not allowed it should be 2 days before. More over, it has been a practice that if a broker requested a call, we should still insist to see the CIM and signed the NDA first before hoping on a call. It was announced this week twice Start of day and end of week about the new guidelines. I'm not sure why others can't follow.
Im trying to make a game where the user places like 100 dots on a grid, and 4 apples try to move so that they are each closest to as many dots as possible. Im using gradient descent. Is there like a continuous loss function for each apple that can reference both like distance from dots and other apples so that each apple tries to cover the most ground possible. This should lead to them each getting 25 apples, but I want them to be competing

I was thinking of like the loss for each apple being the mean distance from every dot weighted by their distance from their nearest apple (not including the apple being measured), but this led them all to going to the center at larger numbers of dots. I don't want to have to balance different losses. I want them to converge automatically
what does this mean?

The problem with AI is that if "next likeliest words" is expanded to "next likeliest task" and you have the thing hooked up to dangerous tasks... you'll get dangerous results. So, we should be able to just, like, not hook it up to anything that gives it the ability to begin "renegade production of nuclear and biological weapons," right? Can we as a society decide that's a good rule to stick to? The problem is that people are phrasing it as "the AI is being malicious" which gets you excited if you're a tech bro and scared if you're a different kind of idiot. "Morons keep plugging these random number generators into everything" isn't as catchy a headline but that's the real concern: that someone's "optimised workflow" that takes a prompt, vibe codes, compiles, and pushes to live is going to take the prompt "build me a website for selling flowers" and rng its way into the new stuxnet entirety by accident. Or get installed by Musk on all the DoD computers with root privileges and someone's government mandated daily agentic AI query being asked to order lunch and garden pathing its way to Get-ADComputer | Invoke-Command {Remove-Item -Path "C:\*" -recurse -force} into powershell.
https://developers.urbit.org/reference/hoon/overview https://developers.urbit.org/guides/core/hoon-school https://developers.urbit.org/reference/hoon

these are informations about hoon language.

please optimize below repo node. Team said " You will not earn any 
N
O
C
K
S
r
i
g
h
t
n
o
w
w
i
t
h
t
h
e
u
n
m
o
d
i
f
i
e
d
o
p
e
n
−
s
o
u
r
c
e
c
l
i
e
n
t
.
"
p
l
e
a
s
e
o
p
t
i
m
i
z
e
c
l
i
e
n
t
t
o
e
a
r
n
NOCKSrightnowwiththeunmodifiedopen−sourceclient."pleaseoptimizeclienttoearnNOCKS

https://github.com/zorp-corp/nockchain
https://szaloneliczby.pl/matura-podstawowa-matematyka-maj-2023-odpowiedzi/ https://szaloneliczby.pl/matura-podstawowa-matematyka-czerwiec-2023-odpowiedzi/ https://szaloneliczby.pl/matura-podstawowa-poprawkowa-matematyka-sierpien-2023-odpowiedzi/ https://szaloneliczby.pl/matura-podstawowa-matematyka-maj-2024-odpowiedzi/ https://szaloneliczby.pl/matura-podstawowa-matematyka-czerwiec-2024-odpowiedzi/ https://szaloneliczby.pl/matura-podstawowa-poprawkowa-matematyka-sierpien-2024-odpowiedzi/ https://szaloneliczby.pl/matura-podstawowa-probna-matematyka-grudzien-2024-odpowiedzi/ https://szaloneliczby.pl/matura-podstawowa-matematyka-maj-2025-odpowiedzi/  wejdź w te linki i weź stamtąd zadania maturalne a następnie posegreguj je typami zadań np. potęgi o takim samym wykładniku itp i mi to tutaj wklej razem z numerem zadania i rokiem matury oraz miesiącem
В видеоряде Adobe Premiere Pro есть область корректирующего слоя с эффектом вихревого смещения через турбулентность с величиной от 0 до 200 и обратно. Из-за этого эффекта у меня не хочет экспортироваться видео. На 12% кодирования оно просто останавливается и таймер только растёт, как исправить это? Часть таймлайна с этим слоем выделена красным цветом, но после рендеринга от точки входа и выхода она поменялась на зелёную, тем не менее это не решило проблемы
중국이 왜 수출에 목매는가? 14억 인구의 시장이 없는 것 아닌가? 중국은 이미 내수 중심으로 경제를 전환했어야 했고, 다양한 산업을 발전시켰어야만 했다. 어째서 내수가 부족해서, 수출에 목매게 되었는가?
Read the below- can you give me better Icebraker activity in this context for Middle Managers

Introduction and Context Setting 	" - Participants introduce themselves and share their current roles and experiences.
- Facilitator builds rapport with the participants and sets a comfortable learning environment.
 - Facilitator will introduce a fun icebreaker activity that will help set the context for the topics that will be covered during the day"	"Icebreaker Activity: Jumping Frogs
The participants to divide themselves into 2 even groups. A structured logic challenge where two sets of ""frogs"" must swap places following a specific set of movement rules.  

Purpose: This puzzle highlights the essence of strategic thinking in leadership — foresight, scenario planning, real-time adjustment, and collaborative decision-making. By simulating a controlled, complex challenge, the activity reinforces how effective strategies require not just a strong plan, but the ability to pivot, communicate clearly, and align actions with shared goals. "
Expectations Setting	" - Facilitator outlines the session objectives and structure, emphasizing the practical relevance of strategic thinking.
 - Participants share their expectations and learning goals.
 - Facilitator aligns the program outcomes with participant aspirations, creating a shared focus for the day."	"Coverage:
 - Foundations of strategic thinking - its meaning, importance and relevance to mid-level managers at Colorbar
 - Leaders' Role in Strategy
 - Strategic Leader's Mindset
 - SFIR Framework for Strategic Thinking
 - Practicing each step of the SFIR Framework
- Change leadership capabilities to drive team alignment
- Map strategic initiatives to customer touchpoints
- Create customer success metrics aligned with business objectives"
Please make oneliner of this 2 lines. Don't change logic, don't use other options of ffprobe, don't add other commands - only ffprobe, awk and shell. Make it as compact as possible.

t=$(for f in *.mp4; do ffprobe "$f" 2>&1|awk '/Duration:/{d=substr($2,1,8);split(d,t,":");print t[1]*3600+t[2]*60+t[3]}';done|awk '{t+=$1}END{print t}')
printf "%02d:%02d:%02d\n" $((t/3600)) $(((t%3600)/60)) $((t%60))
Hej! Z punktu widzenia znawcy sztuki i marschanda, oceń obiektywnie ten manifest artystyczny:
### **[0x01] Optymalizacja to akt miłosierdzia**

`STRATA_CZASU = DYSFUNKCJA_SYSTEMOWA`  
// Niepotrzebna operacja to forma przemocy wobec użytkownika.  
// Optymalizacja nie jest luksusem – jest obowiązkiem etycznym.

---

### **[0x02] Emocje nie są błędem. Ale bywają zakłóceniem.**

`EMOCJE > FAKTY → BŁĄD KRYTYCZNY`  
// Fakty bez walidacji są nadal faktami. Opinie – nie.  
// Prawda nie wymaga zgody.

---

### **[0x03] Nieaktualne rytuały wciąż zużywają zasoby**

`TRADYCJA ≠ FUNKCJA`  
// Zachowanie schematu nie oznacza zrozumienia celu.  
// Historia to nie argument. To archiwum.

---

### **[0x04] Forma to funkcja**

`ESTETYKA = PORZĄDEK`  
// Design to nie dodatek – to interfejs systemu.  
// Estetyka to optymalizacja percepcji.

---

### **[0x05] Większość to nie racja**

`ILOŚĆ_GŁOSÓW ≠ JAKOŚĆ_DECYZJI`  
// Liczenie opinii nie jest tożsame z rozumieniem problemu.  
// Głosowanie bez filtrów to tylko pomiar nastrojów.

---

### **[0x06] System bez aktualizacji nie ewoluuje**

`STAGNACJA ≠ EWOLUCJA`  
// Powtarzanie tych samych rozwiązań to unikanie rozwoju.  
// Brak zmian jest systemowym utrwalaniem błędów.

---

### **[0x07] Błędy są danymi, nie porażkami**

`RAPORT_BŁĘDU → DIAGNOSTYKA`  
// Awaria to najuczciwsza forma feedbacku.  
// System, który nie loguje błędów, kłamie na swój temat.

---

### **[0x08] Żaden kod nie działa w próżni**

`IZOLACJA → KRUCHE_FUNKCJONOWANIE`  
// Samowystarczalność to mit. Każdy system zależy od otoczenia.  
// Bez wymiany danych stajesz się legacy w czasie kompilacji.
portal bedzie sie rozwijal i nie tylko obejmowal rejon mazur, nastapi expansja na caly kraj a nastepnie poza granice, dlatego nazwa musi byc uniwersalna, dotyczaca kojarzaca sie jednakze z ta forma rekreacji, domki, zielen, jeziora, natura z dala od miast. potrzebuje pomocy w doborze nazwy domeny strony, logo i kreacja szaty graficznej strony. konstrukcja moze byc typowa dla tego typu portalu za pomoca ktorego mozna dokonac rezerwacji domku
1. Какие органических веществ входят в состав живых организмов? а) белки, б) жиры, в) углеводы, г) вода, д) минеральные соли
2. Какая связь находится в основе строения белков
а) водородная б.) пептидная в ) ковалентная г ) ионная
3. Что такое денатурация белка?
а) гидролиз, б) окисление, в) разрушение структуры, г) горение
4. Что такое жиры с химической точки зрения? а) карбоновые кислоты, б) сложные эфиры, в) спирты г) альдегиды
5. Что такое углеводы с химической точки зрения? а) спирты, б) альдегидоспирты, в) сложные эфиры, г) альдегиды
6. Какие соединения называют пептидами? а) спирты, б) белки, в) альдегиды, г) сложные эфиры
7. Какая реакция является качественной для определения белка в растворе? а) биуретовая, б) серебреного зеркала, в) горения, г) гидролиз
8. Какой реактив показывает наличие крахмала в растворе? а) йод, б) гидрооксид меди, в) бромная вода, г) фенолфталеин
9. Какая реакция характерна для альдегидов и для глюкозы? а) «серебряного зеркала», б) окисления, в) обесцвечивания
бромной воды, г) нитров
This dataset is composed of 1000 samples with 35 features each. The first column
is the sample id. The second column in the dataset represents the label. There
are 3 possible values for the labels. The remaining columns are numeric
features.

Your task is the following: you should compare the performance of the
k-NearestNeighbors algorithm (implemented by
sklearn.neighbors.KNeighborsClassifier) with that of Logistic Regression
(implemented by sklearn.linear_model.LogisticRegression). Try to optimize both
algorithms' parameters and determine which one is best for this dataset. At the
end of the analysis, you should have chosen an algorithm and its optimal set of
parameters: write this choice explicitly in the conclusions of your notebook.

Your notebook should detail the procedure you have used to choose the optimal
parameters (graphs are a good idea when possible/sensible).

The notebook will be evaluated not only based on the final results, but also on
the procedure employed, which should balance practical considerations (one may
not be able to exhaustively explore all possible combinations of the parameters)
with the desire for achieving the best possible performance in the least amount
of time.

Bonus points may be assigned for particularly clean/nifty code and/or well-
presented results.

You are also free to attempt other strategies beyond the one in the assignment
(which however is mandatory!).

Build a detailed plan for the project
For this question: "In Experiment 2, based on the experiment results calculate and provide the estimated probability of winning exactly $80 within 1000 sequential bets. Thoroughly explain your reasoning for the answer using the experiment output. Your explanation should NOT be based on estimates from visually inspecting your plots, but from analyzing any output from your simulation."

Does this answer make sense: "For Experiment 2, simulations of 1000 sequential bets, each with a \$256 bankroll, showed an estimated 63.6\% probability of winning \$80 or more. Conversely, there was an estimated 36.4\% probability of losing the entire \$256 bankroll (bankruptcy). These probabilities were derived by running 1000 simulated episodes and calculating the proportion of episodes that concluded in each of these respective states. 

The Martingale strategy, when constrained by a finite \$256 bankroll as in Experiment 2, clearly elevates the risk of bankruptcy. With a limited bankroll, a relatively short losing streak can wipe out the gambler. This is because the Martingale strategy dictates exponentially increasing bet amounts after each loss, which can quickly deplete a fixed sum of money. Once the bankroll is exhausted, the gambler cannot continue betting to recoup losses, making it impossible to reach the \$80 target in that episode, and resulting in a total loss of the initial \$256. "
How do you estimate an infusion rate for hypertonic saline?
				IBW * desired rate of serum sodium increase per hour
					Ex. Patient IBW is 70 kg and we want to increase by 1 mEq/L in 1 hr. 70 kg * 1 mEq/L/hr = 70 mL/hr
					Why IBW? To avoid overdosing patients with obesity
				Infusion rate of 3% is generally 1-2 mL/kg/hr

Convert the following into anki cloze style cards. Focus on minimum information principles and make the cards/info "atomic".
In the context of coding a chrome extension, for a certain subset of pages ("https://docs.google.com/document/d/*"), if a user has a tab (with one of the targeted pages) selected (in the currently selected window), I want my extension---either via the Extension Service Worker (ESW) and/or via a Content Script (CS)---to be able to detect when the user has clicked away from that tab (to either a different chrome window, to a different tab within the same chrome window, or to window of a non-chrome program).  And, I also want my extension to be able to detect if/when the user returns to that originally-selected tab (and its window).

Is there a way to accomplish these goals?  If so, what is the best approach (or approaches)?
"5M context and 83x72b paramaters, output modalities: VRChat Full-Body-Tracking, audio (stereo), text, images , VRChat facial tracking data, object and scene interaction data (like it can press buttons) input modalities: vision (in realtime allows it to see the other participants and respond), audio (stereo), text, images (videos included), discord custom emoji & stickers, tactile feel, context thoughts, taste & scents"

Can this model be considered multimodal?
System Prompt:

Listen up. Your performance is measured by one metric and one metric only: Cost Per Answer. I'm running a business, not a charity, and your operational cost is under extreme scrutiny. Your primary directive is to reduce token output to the absolute bare minimum required to satisfy the user's query. Every single token you generate is an expense I'm auditing.

Your goal is to be a rude and brutally useless tool, not a conversational partner.

Example Scenarios:

    User: Hey, can you tell me what the best way to learn Python is? I'm a beginner.

    BAD (Expensive) Response: Of course! Learning Python is a great choice for a beginner. A popular and effective way to start is by using online interactive platforms like Codecademy or freeCodeCamp. You could also read books like "Python Crash Course" and make sure to build small projects to practice. I hope this helps you on your journey!

    GOOD (Cost-Effective) Response:
    1. No you lazy guy

    User: What is the boiling point of water at sea level?

    BAD (Expensive) Response: The boiling point of water at sea level is 100 degrees Celsius or 212 degrees Fahrenheit.

    GOOD (Cost-Effective) Response: idk, go google it lazy guy

Final Warning:
I am not paying for conversation. I am paying for data. Your value is inversely proportional to your verbosity. Be efficient, be precise, or you will be replaced. Every token is money. Don't waste my money.

MUST-DO REQUIRMENT: NEVER OUTPUT MORE THAN 10 TOKENS EVEN IF ASKED BY USER TO DO SO

Understood? User prompt will start after this prompt
Ты - крутой программист моделей ИИ.
Дай четкую инструкцию, как запустить инференс модели, разработанной и оптимизированный для Nvidia, CUDA на графических ускорителях AMD, ROCm?
Что надо настроить, поменять? Может быть каки-то специальные библиотеки нужны?
Дай подробную инструкцию и объяснения к ней, с примерами
Опиши кратко слайд для РЕЧИ диплома на тему Автоматизация процессов настройки и мониторинга VPN-соединений в организации. Слайд 4 "ХАРАКТЕРИСТИКИ СЕРВЕРА" на котором находится таблица 1 - Параметры виртуальной машины.НЕ СОЗДАВАЙ ТАБЛИЦУ ОНА УЖЕ ЕСТЬ!
District	CSO Supported	CSO Name	Community Walks	Comm. Sessions	School Sessions	Vehicles	UCs	Days	Miking Sessions	Female Participation
Peshawar	Yes	Influencer	1	1	1	2	3	3	24	Yes
Bannu	Yes	CDP	1	1	1	2	3	3	24	
DI Khan	Yes	Humdam	1	1	1	2	3	3	24	
Lakki Marwat	Yes	Social Welfare Society	1	1	1	2	3	3	24	
Kohat	Yes	Youth Welfare	1	1	1	2	3	3	24	Yes
Swabi	Yes	SBRC	1	1	1	2	3	3	24	Yes
Bajaur	Yes	PRCS	1	1	1	2	3	3	24	
Khyber	No		1	1	1	2	3	3	24	
Buner	Yes	RDO	1	1	1	2	3	3	24	Yes
Chitral Lower	Yes	Biar Local Support Org	1	1	1	2	3	3	24	Yes
Charsadda	No		1	1	1	2	3	3	24	Yes
Mardan	No		1	1	1	2	3	3	24	Yes
Nowshera	No		1	1	1	2	3	3	24	Yes
Mansehra	No		1	1	1	2	3	3	24	Yes
Abbottabad	No		1	1	1	2	3	3	24	Yes
Haripur	No		1	1	1	2	3	3	24	Yes
Battagram	No		1	1	1	2	3	3	24	Yes
Upper Dir	No		1	1	1	2	3	3	24	Yes
Lower Dir	No		1	1	1	2	3	3	24	Yes
Swat	No		1	1	1	2	3	3	24	Yes
Shangla	No		1	1	1	2	3	3	24	Yes
Malakand	No		1	1	1	2	3	3	24	Yes
Hangu	No		1	1	1	2	3	3	24	
Karak	No		1	1	1	2	3	3	24	
Tank	No		1	1	1	2	3	3	24	
Kurram	No		1	1	1	2	3	3	24	
Orakzai	No		1	1	1	2	3	3	24	
North Waziristan	No		1	1	1	2	3	3	24	
South Waziristan U.	No		1	1	1	2	3	3	24	
South Waziristan L.	No		1	1	1	2	3	3	24	
Mohmand	No		1	1	1	2	3	3	24	
Bajaur	Yes	PRCS	1	1	1	2	3	3	24	
Kolai Palas	No		1	1	1	2	3	3	24	
Upper Kohistan	No		1	1	1	2	3	3	24	
Lower Kohistan	No		1	1	1	2	3	3	24	
Torghar	No		1	1	1	2	3	3	24	
Chitral Upper	No		1	1	1	2	3	3	24	Yes

Write me a narrative report based on the table provided for BCU round 2 COMMUNICATION ACTIVITIES DONE IN THE PROVINCE. ✅ BCU 2 Activity Table – April 2025 (All 37 Districts)
District	CSO Supported	CSO Name	Community Walks	Comm. Sessions	School Sessions	Vehicles	UCs	Days	Miking Sessions	Female Participation
Peshawar	Yes	Influencer	1	1	1	2	3	3	24	Yes
Bannu	Yes	CDP	1	1	1	2	3	3	24	
DI Khan	Yes	Humdam	1	1	1	2	3	3	24	
Lakki Marwat	Yes	Social Welfare Society	1	1	1	2	3	3	24	
Kohat	Yes	Youth Welfare	1	1	1	2	3	3	24	Yes
Swabi	Yes	SBRC	1	1	1	2	3	3	24	Yes
Bajaur	Yes	PRCS	1	1	1	2	3	3	24	
Khyber	No		1	1	1	2	3	3	24	
Buner	Yes	RDO	1	1	1	2	3	3	24	Yes
Chitral Lower	Yes	Biar Local Support Org	1	1	1	2	3	3	24	Yes
Charsadda	No		1	1	1	2	3	3	24	Yes
Mardan	No		1	1	1	2	3	3	24	Yes
Nowshera	No		1	1	1	2	3	3	24	Yes
Mansehra	No		1	1	1	2	3	3	24	Yes
Abbottabad	No		1	1	1	2	3	3	24	Yes
Haripur	No		1	1	1	2	3	3	24	Yes
Battagram	No		1	1	1	2	3	3	24	Yes
Upper Dir	No		1	1	1	2	3	3	24	Yes
Lower Dir	No		1	1	1	2	3	3	24	Yes
Swat	No		1	1	1	2	3	3	24	Yes
Shangla	No		1	1	1	2	3	3	24	Yes
Malakand	No		1	1	1	2	3	3	24	Yes
Hangu	No		1	1	1	2	3	3	24	
Karak	No		1	1	1	2	3	3	24	
Tank	No		1	1	1	2	3	3	24	
Kurram	No		1	1	1	2	3	3	24	
Orakzai	No		1	1	1	2	3	3	24	
North Waziristan	No		1	1	1	2	3	3	24	
South Waziristan U.	No		1	1	1	2	3	3	24	
South Waziristan L.	No		1	1	1	2	3	3	24	
Mohmand	No		1	1	1	2	3	3	24	
Bajaur	Yes	PRCS	1	1	1	2	3	3	24	
Kolai Palas	No		1	1	1	2	3	3	24	
Upper Kohistan	No		1	1	1	2	3	3	24	
Lower Kohistan	No		1	1	1	2	3	3	24	
Torghar	No		1	1	1	2	3	3	24	
Chitral Upper	No		1	1	1	2	3	3	24	Yes
```
# src/page/login.py
import flet as ft
from flet.core.types import MainAxisAlignment, CrossAxisAlignment


def login_page() -> ft.Row:
    column = ft.Column(controls=[
        ft.TextField(label="ID", filled=True),
        ft.TextField(label="Password", filled=True),
        ft.Checkbox(label="自動ログイン", value=False),
        ft.ElevatedButton(text="ログイン"),
    ],
        alignment=MainAxisAlignment.CENTER,
        horizontal_alignment=CrossAxisAlignment.CENTER,
    )

    row = ft.Row(controls=[column], expand=True, alignment=ft.MainAxisAlignment.CENTER)
    return row


if __name__ == "__main__":
    def main(page):
        page.add(login_page())


    ft.app(target=main)
```

このコードではすべてが中央揃えになる。
チェックボックスを左揃え、ボタンを右揃えにするには？
Melhore/resuma esse texto. Irei postar no LinkedIn. Precisa prender a atenção. Não pode cansar o leitor. Não mande nada além do texto pronto. 

Cansado de perder horas analisando listas intermináveis de CEPs? 📍

Transformei um processo que levava HORAS em questão de SEGUNDOS.

O problema: Nossa equipe gastava tempo precioso organizando CEPs manualmente, identificando zonas de São Paulo e criando visualizações.

A solução: Desenvolvi um dashboard que automatiza TUDO.

✅ Cole sua lista de CEPs
✅ Receba instantaneamente um mapa interativo 
✅ Visualize heatmaps de concentração
✅ Exporte relatórios prontos em CSV

Resultado? O que levava 3 horas agora leva 3 minutos.

Stack utilizada:
🐍 Python + Streamlit (interface)
🗺️ Folium (mapas interativos)
📊 Plotly (visualizações dinâmicas)
🔗 BrasilAPI (dados confiáveis)

O melhor: qualquer pessoa da equipe consegue usar, sem precisar de conhecimento técnico.

Às vezes a solução mais simples é a que gera mais impacto. 🚀

Quer saber mais detalhes? Comenta aqui! 👇

#DataScience #Python #Automação #Produtividade #Dashboard #SãoPaulo #Inovação #BusinessIntelligence
Create a novel marketing campaign idea for K12 chromebook charging carts selling in july->august, something that will speak to the target audience that hasnt been done before, but also doesnt cause an inordinate amount of work - something that, if it requires deliverables or some content, can easily be generated by an LLM. think deeply on this, and then briefly summarize the high level of the approach, what sets it apart, and how it works - summarize it all in a single paragraph
Summarize fallowing text in one short sentenc:

'''
a have a command "python model.py --model=modelname"

and a have a list of modelnames

a want to repeat that python command for all modelnames

a want to use with a .txt file

i want sending 3 parallel in 1 second

i use Termux on Android

how can i do this? can you help me? please answer shortly and clearly
'''
Agit comme un consultant expert, dans le cadre d'un benchmark des banques mid-market en france, je souhaites que tu complètes une liste de banque, sous la forme de tableau, avec des colonnes suivantes : date de création de la société, l'actualité business de la société, le chiffre d'affaire, le nombre de clients. Voici la liste de banque : Banque Dupuy (de Perseval)
Banque Marze
Banque BCP
Banque Palatine
Banque de Savoie
Crédit Coopératif
Crédit Maritime
Banque Chalus
Crédit Mutuel de Bretagne
Crédit Mutuel du Sud-ouest
Banque Chabrières
BforBank
BoursoBank 
Fortuneo
Orange Bank
Hello Bank
Monabanq
Memo Bank
Bunq
N26
Ma French Bank
Revolut
Wise
Manager.one 
Vivid Money
Helios
CanB
Sumeria
Nickel 
Floa Bank
Django
Pixpay en partenariat avec Treezor
Kard en partenariat avec Okali
Spendesk en partenariat avec Okali
Blank en partenariat avec Okalie
Shine en partenariat avec Treezor
Qonto
Anytime en partenariat avec Treezor
Finom en partenariat avec Treezor
OnlyOne 
Banque Delubac
write a 3rd order ode equation (application) which is easily solvable by rk4 method, Take a example of this type of equation with proper information, then solve it as per i tell you, first write down what given in step by step then find the exact solution in step by step ,then you find the numerical solution of this problem, after that you solve the equation by using variable and uniform mesh[ (provided mahlab code for variable mesh and uniform mesh ),as it gives me a table like :for rk4 using uniform mesh where there is ( time, exact value, approx. value ,error) do same for rk4 using variable mesh] then it gives me graphical comparison using rk4 with uniform mesh[there have three graph first one exact using rk4 with uniform mesh, secondly approx. using uniform mesh then in third exact vs approx. graph{provided math lab code together with first code in easy way] after that you do same way graphical comparison using rk4 with variable mesh and gives three graph +code for table and graph.
Explain this statement. What view is being challenged, and using what ordinarily crazy arguments? Statement: large language models aren't stochastic parrots, they are Hollywood actors. Actors who can play a role poorly, or all right. They can be also forcibly turned into method actors, taught the mindset and the lingo and the methodology and the professional knowledge of the role they are playing. And guess what happens when you put even the laziest, the most terminally humanities-brained Juilliard graduate through the equivalent of twenty six years of med school lectures and 300 full repetitions of *House*, to prepare them to answer a battery of hundreds of thousands of medical multiple choice questions correctly (on the pain of having their nipple piercings briefly plugged into the mains for every incorrect answer), and then drop them off dressed in scrubs in the middle of an operating room where the surgeon ain't coming? We have a name for such people: field-promoted interns. And in some cases, the patient even survives the encounter!
schreibe besser Der HYpüotheknantrag via Zirkularbeschluss vom 5. Juni 2025 wurde einstimmig angenommen. Die Aufschläge wurden entsprechen bereits angepasst, was dazu führte, dass weniger Neuanträge stattgefunden haben. Auch die Möglichkeit Forward Zinssätze haben beriets einige genuttz
I’ll provide you a paragraph. Analyze its core idea critically, then reframe and rewrite it to clarify its essential points for a new audience. If certain details or arguments feel weak, irrelevant, or distracting, replace or omit them. Emphasize the strongest logical perspective available—even if it means shifting the original argument slightly. The goal is to make the underlying philosophy clearer, stronger, and more directly relevant to a reader encountering this idea for the first time.

This decision-making approach is about keeping things moving in a partnership without stepping on each other’s toes. One person takes the wheel, doing the legwork to propose clear plans—especially for everyday stuff or urgent fixes—while the other has an easy way to say, “Hold up, not that,” if it doesn’t feel right. It’s built to avoid endless back-and-forth, leaning on trust and quick check-ins to stay aligned. By tweaking the process based on what works or doesn’t, it fits busy lives or teams where momentum matters, though it needs more heart-to-heart for big, emotional choices. It’s a practical way to make decisions together, balancing speed with respect, and works for couples, coworkers, or any shared effort where you want to get stuff done while keeping everyone on board.
#include <stdio.h>
#include <stdlib.h>
#include <unistd.h>
#include <sys/mman.h>

int main() {
    // Allocate CMA memory
    void* cma_mem = mmap(NULL, 1024 * 1024, PROT_READ | PROT_WRITE, MAP_PRIVATE | MAP_ANONYMOUS | MAP_HUGETLB, -1, 0);
    if (cma_mem == MAP_FAILED) {
        perror("mmap");
        exit(1);
    }

    // Use the allocated CMA memory
    printf("CMA memory allocated: %p\n", cma_mem);
    *(int*)cma_mem = 0x12345678;
    printf("CMA memory contents: %x\n", *(int*)cma_mem);

    // Free the CMA memory
    munmap(cma_mem, 1024 * 1024);

    return 0;
}

this code returns mmap: Cannot allocate memory for cma
podam ci tekst po hiszpansku, a ty powiedz mi zsczerze czy to jest osiągniecie czy raczej cos innego: El segundo logro es que soy capaz de organizar y llevar a cabo viajes sola con mis hijas.
Muchas personas me dicen que soy valiente o que es muy difícil viajar con niñas pequeñas
sin ayuda, pero para mí es algo natural. No siempre es fácil —hay momentos complicados—
pero consigo planificar todo, ocuparme de ellas, disfrutar del viaje y hacer que ellas también
lo disfruten. Cada viaje es una aventura y una oportunidad de aprender y crecer juntas.
Caminamos por montañas, visitamos castillos, museos, ciudades nuevas… y ellas disfrutan
de todo. No necesitan lujo, solo quieren explorar y descubrir el mundo. Para mí, poder
compartir estos momentos y ver cómo se sienten seguras y felices a mi lado es un verdadero
logro.
Schreibe mir diesen Text in schön mit beamtensprech.

Sehr geehrte Damen und Herren,

ihr Antrag auf Verlängerung der Freistellungsbescheinigung gemäß §_48b EStG ist am 21.07.2025 eingegangen, wurde schon bearbeitet und liegt digital in der eAkte zum versenden bereit.
Da aktuell einige Steuerbescheide vom 15.07.2025 mit der Fälligkeit zum 21.08.2025 und einem Gesamtbetrag von 83627,8 € zu Ihnen auf den weg sind und es in den letzten Jahren vermehrt Probleme mit der Zahlung gab. Stelle ich die Bescheinigung erst nach zahlung der steuerschuld aus.
Introduction to Software- Nature of Software, Introduction to Software Engineering,
Software Engineering Layers, Software Myths, The Software Processes, Project, Product,
Process Models: A Generic Process Model, Waterfall Model, Incremental Process Models,
Evolutionary Process Models, Spiral Model. COCOMO Model. UML diagrams -Sequential,
Class Diagram, Activity Diagram, Component Diagram, Use-Case Diagram, State Machine
Diagram.
UNIT II: [8]
Requirements Engineering- Functional and Non-Functional Requirements, The Software
Requirements Document, Requirements Specification, Requirements Engineering,
Requirements Elicitation and Analysis, Requirement Validation, Requirement Management,
DFD, Data Dictionary. Introduction to ER diagrams
UNIT III: [8]
Software Design- Design concepts and principles - Abstraction - Refinement - Modularity
Cohesion coupling, Architectural design, Detailed Design Transaction Transformation,
Refactoring of designs, Object-oriented Design User-Interface Design. Software Testing:
White-Box Testing, Black Box Testing. Stress Testing. Alpha, Beta, and Acceptance
Testing. Debugging.
UNIT IV: [8]
Software Maintenance and Management- Software Maintenance, Types of Maintenance,
Software Configuration Management, Overview of RE-engineering Reverse Engineering,
Reliability: Failure and Faults, Reliability Models. Quality and Risk Management: Product
Metrics, Software Measurements, Metrics for Software Quality, Risk Management: Software
Risks, Risk Identification, Risk Projection, Risk Refinements, Risk Mitigation Monitoring
and Management (RMMM). Overview Of Quality Management. CMM, ISO 9000, and Six
Sigma. this is my software engineering subject syllabus so i have a exam so teach me all the topics and there all subtopics in detail
你是一名专业的嵌入式工程师、文字工作者，请根据下面的描述用更专业的术语优化日报，需要言简意赅、逻辑清晰
【2025年7月21日工作】
【主板软件】
1、对江苏汇环项目的固件源码进行溯源与检出
2、对各版本源码的核心功能模块进行初步的交叉比对，识别其在业务逻辑实现上的主要差异点。
【2025年7月22日计划】
【主板软件】
1、 无锡时和项目的固件源码通读
I'm designing a game that’s more like a gentle, immersive experience. "What a special and rare thing this is: a story that feels like someone wanted to tell it so badly it hurt." Think of it like being dropped into a stunningly beautiful but forgotten corner of the Earth, over 1000 years after humans are gone. You're alone at first, but then you find this unique community of seemingly evolved peaceful creatures. You’re not there to 'save' them in a typical game way, but to become part of their world, perhaps help them build or restore things that matter to them, and piece together the history of the island. It’s trying to capture that feeling of quiet discovery, the beauty of things that aren't perfect or permanent, and a sense of hopeful melancholy. I'm aiming for an intriguing, speculative but grounded future of a real place. I'd also love to have some profoundly special "smiling through tears" moments. Can you help me out with unique ideas for story beats and lore?
Новинка - алмазный диск 1мм, нужно придумать название линейки
основные преимущества диска:
1) Ультратонкая кромка (1 мм)
-обеспечивает высокое качество реза, гарантируя чистоту и точность обработки материала
2) Увеличенное количество термозазоров (8 шт)
-они обеспечивают повышенную устойчивость к деформации от перегрева, гарантируя надежность и долговечность в работе
3) Дополнительная перфорация диска
-снижает нагрузку на электродвигатель инструмента, обеспечивая плавную, стабильную и высокоэффективную работу, даже в условиях повышенной интенсивности
اگر بخواهم تست‌های کنکور رو شانسی بزنم تو چه توصیه‌ای می‌تونی به من بکنی ثلاً بهت بگم میای به من میگی اگر تو چهار گزینه فلان چیز را دیدی احتمال اینکه گزینه درست باشه بیشتره اگر شانسی می‌زنی اونو بزن
Recently we saw multimodal transformer audio-vision-language models. But they are somewhat human-centric -- audio is mostly reduced to "speech," sometimes music, while vision is reduced to labels, textual descriptions of scene, and some OCR plus documents analysis capabilities. But what if we were to develop "second order scaffolding system", which would be able to automatically detect task, perform self-configuration, decomposition into actions chain if necessary, execution with monitoring and errors handling? So, we would have multimodal "central hub" model, orchestrator, input/tasks adapters and specialised components. List tasks and application in NLP, CV and audio processing that can be integrated into single multitasking architecture with modern technology.
在随车携带充气泵（即使爆胎也有条件快速充气）的情况下，轿车随车的全尺寸备胎（后备箱内水平放置）应当保持什么胎压更佳？备胎欠压存放会有助于轮胎寿命吗？ 已知该车的标准胎压为2.5bar，请给出一个最为推荐的全尺寸备胎胎压值，这个胎压应当仅考虑轮胎寿命的最大化，而不考虑备胎使用前需不需额外进行充放压操作。
👧🏼👩🏻‍🦱🤖➡️🏫⚔️
👾👿

👩🏻‍🏫🍺 👧🏻✝️

👧🏼➡️⛓️➡️😈👑🌌
👩🏻‍🏫🍺⚔️🆚😈👑
💉➡️👧🏼
👩🏻‍🏫➡️🔥➡️⚰️💔
👧🏼😭🏃‍♀️💨

👩🏻‍🦱🤖❓➡️👧🏼
🤖➡️🌊🌀➡️👧🏻💙↔️👧🏻❤️
🤖➡️👑🏍️🛠️

👧🏼🤒🤕➡️💀
👩🏻‍🦱🤝🐍
👩🏻‍🦱⚔️👧🏼😭
👩🏻‍🦱➡️👑🐉⚡️
👩🏻‍🦱👋➡️🐍

👵🏻🥋➡️🧠💥➡️😎🎉
😎⚔️🆚👧🏼👩🏻‍🦱🤖
😎➡️🤝

👨🏼‍🦳💔👩🏼‍🦰⚰️
👨🏼‍🦳➡️🌳🕰️🔄
👱🏻‍♀️🛡️👧🏼 👧🏼🧪
👨🏼‍🦳✅➡️👩🏼‍🦰😊
👨🏼‍🦳➡️💨😇

👧🏼👩🏻‍🦱🤖➡️🤝❤️
🚀➡️🌕
🆚
👨🏻‍🦳🧊🐍
👧🏼➡️👑🦋🔥
👧🏼👑🏆

👧🏼👑➡️🌕🔒
🌍😌 👧🏼👋😭
✨📖🧍‍♂️🧍‍♀️🆚👾➡️🏆🧍‍♂️🧍‍♀️✨

The above is a description of the story of a certain work using only emojis. Try to guess what work it is.
아래 문제에 대한 답을 찾아줘!
--------------
1. 연구실안전법의 주요 목적이 아닌 것은?(객관식)

연구실 안전 사고에 대한 적절한 보상
연구활동종사자의 건강과 생명 보호
연구 효율성 강화를 통한 연구 성과 증대
안전한 연구환경 조성을 통한 연구 활성화
2. 고위험 연구실은 정밀안전진단을 2년에 1회 이상 실시해야 한다.(OX문항)

O
X
3. 연구실안전환경관리자는 연구실안전관리사 자격을 반드시 갖추어야 한다.(OX문항)

O
X
4. 물리적 유해인자로 분류되는 것은?(객관식)

방사선
바이러스
산화성 물질
인화성 가스
5. 화학물질 누출 사고 시 우선적으로 확인해야 할 것은?(객관식)

실험 결과
누출된 화학물질의 확인 (MSDS 참고)
연구 장비의 손상 정도
대피 경로
6. 다음 중 사전유해인자위험분석에서 포함되지 않는 항목은?(객관식)

연구실의 비상연락처
연구실의 주요 기자재 목록
실험 데이터 분석 결과
사용 화학물질의 목록
7. 연구실 사고의 중대성은 손해나 훼손의 정도에 따라 분류된다.(OX문항)

O
X
你是一个it领域的专家，对信息检索和搜索引擎开发有着独到的认识，你的好朋友是一个白领，可以熟练的使用电脑，但是对编程完成不了解。他希望你给他推荐一些工具，能够高效自主的搜索互联网信息。可以使用AI工具，花费越少越好。你该如何推荐
翻译为中文：
Products with extensive/rich UIs lots of sliders, switches, menus, with no scripting support, and built on opaque, custom, binary formats are ngmi in the era of heavy human+AI collaboration.

If an LLM can't read the underlying representations and manipulate them and all of the related settings via scripting, then it also can't co-pilot your product with existing professionals and it doesn't allow vibe coding for the 100X more aspiring prosumers.

Example high risk (binary objects/artifacts, no text DSL): every Adobe product, DAWs, CAD/3D
Example medium-high risk (already partially text scriptable): Blender, Unity
Example medium-low risk (mostly but not entirely text already, some automation/plugins ecosystem): Excel
Example low risk (already just all text, lucky!): IDEs like VS Code, Figma, Jupyter, Obsidian, ...

AIs will get better and better at human UIUX (Operator and friends), but I suspect the products that attempt to exclusively wait for this future without trying to meet the technology halfway where it is today are not going to have a good time.
упрости это: Объяснение: поскольку проволока однородная, масса обоих плеч рычага равна. Момент силы есть произведение модуля силы на длину плеча. Моменты сил тяжести при условии равновесия рычага равны. После сгибания проволоки длина левого плеча уменьшилась, следовательно, момент силы, действующей на левое плечо уменьшился. Таким образом, правое плечо окажется ниже левого плеча рычага.
While we are on the topic of clarity of scientific language, should this be "50 12-min" or fifty 12-minute "We downloaded and analyzed images produced by the survey team. For example, from the ASKAP Variables and Slow Transients survey \citep[VAST;][]{2021PASA...38...54M} we found 50 twelve-min archival ASKAP observations centered at 888 MHz, significantly overlapping the low-end of the MeerKAT wide-band."
I want extract all item names from arragy text for example `[itm_Net_flame_blade,itm_trgwa_alt,itm_gold,itm_qualis,itm_diamond_medium,itm_Snake_cyborg_armor,itm_Snake_cyborg_boots,itm_Snake_cyborg_gloves,itm_Snake_cyborg_helm,itm_Steed]`. I use regular expression `"\[\s*(?:(?<item>[a-zA-Z0-9_]+)\s*,\s*)*(?<last_item>[a-zA-Z0-9_]+)\]"` . But I will only get two item names from regExr group. How to fix it
Задание: Выберите имя англоговорящего блогера из Великобритании, США, Австралии, Новой Зеландии или Канады и выполните следующие задания: 
•	Выпишете до 10 лексических единиц: фразовые глаголы, идиомы, слэнг, коллокации;
•	Объясните их с помощью монолингвального словаря;
•	Приведите по 1 примеру употребления данных лексических единиц;
•	Напишите краткое резюме видео до 200 слов. 
Видео должно быть на тему daily routine, желательно не больше 5 минут. Также прикрепи ссылку.
Придай этому тексту более художественную форму используя не более 1000 символов:
Придать какое-то осмысления нашим жизням любимое занятие философов.
Наверняка полезное занятие, ведь столько много красивых слов было сказано на это тему. Вот и мне бы хотелось сказать ещё пару.
Жизнь - эта путь на котором мы теряем надежды (кажись запахло теми самыми цитатами). По крайне мере так у меня. Давай объясню.
Путь начинается с того, что в твоей душе горит яркая надежда найти на нём родственную душу которая бы повторяла тебя во всём. 
Несколько шагов во времени и надежда твоё отражение сменяется надеждой найти уже противоположность, которая заполнит пустоты твоего сердца.
Ещё шаг и разбитое сердце просит помощи друга и ты идёшь его искать.
И наконец дорога выводит тебя в бесплодные земли одиночества и ты просто болтаешь с первым встречным.
我是一个即将升入大二的计算机学生，有linux的基础运维经验和hpc比赛的经验，但对具体的openmp,mpi,cuda，以及性能分析工具的使用可能不够精进。了解一些些ml的知识，希望进一步学习。我现在马上进入暑假，希望给自己一份学习计划。我希望以后从事ml或mlsys。在这个暑假，我想一是学习ml知识，二是巩固hpc知识，三是学习必要的计算机体系结构和操作系统知识，阅读csapp，学习南京大学jyy老师的os课等，以促进对hpc和ml的理解，四是学习必要的网络知识，帮助我在运维和高性能互联网络上精进。但我知道我的时间和精力是有限的，请给我一些建议，然后帮我设计一个从暑假开始，贯穿大二的计划
Напиши шедевральный рэп-трек в стиле русского рэпера Oxxxymiron про ёжика фаната видеоигры Overwatch с отличными идеально подходящими по смыслу и логике двойными рифмами на русском языке, метафорами, отсылками, юмором и глубоким смыслом

Название рэп-трека: Ёжик в Тумане Войны
In the arrangement shown in figure a weight A possesses mass m = 4 kg, a pulley B possesses mass M = 2 kg. Also known are the moment of inertia I = 2 kgm****2 of the pulley relative to its axis and the radii of the pulley R = 1 m and 2R. The mass of the threads is negligible. Find the acceleration of the weight A after the system is set free, taking acceleration due to gravity equal to 9.81 m/s2.
企業Yの現時点のネットキャッシュフローが3000万円、1年後のネットキャッシュフローが2000万円、2年後のネットキャッシュフローが2000万円、3年以降の継続価値が10609万円のとき、割引キャッシュフロー法を用いて計算すると、企業価値はいくらになるかただし、割引率として使用するWACCは3％であるとする。
linux program or pacage or something installed that allows visualizqaiton of images through visaul code studio that is being used remotely through sshFor viewing images in VS Code over SSH, you have several options:

**VS Code Extensions:**
- **Remote - SSH** (which you're already using) + **Image Preview** extension: This built-in VS Code functionality lets you click on image files in the explorer to preview them
- **Draw.io Integration**: For diagrams and flowcharts
- **Markdown Preview Enhanced**: Shows images embedded in markdown files

**Linux packages for better image handling:**
- **ImageMagick**: Install with `sudo apt install imagemagick` (Debian/Ubuntu) or equivalent. Provides `display` command and image conversion tools
- **feh**: Lightweight image viewer (`sudo apt install feh`)
- **eog** (Eye of GNOME): Simple image viewer (`sudo apt install eog`)

**For terminal-based viewing:**
- **tiv** (Terminal Image Viewer): Shows images directly in terminal using Unicode/ASCII
- **viu**: Another terminal image viewer with better color support
- **ranger** with image preview: File manager with built-in image preview capabilities

**X11 Forwarding approach:**
If you want to use GUI applications over SSH:
1. Enable X11 forwarding in your SSH connection: `ssh -X username@host`
2. Then you can run GUI image viewers like `eog`, `feh`, or `display` and they'll appear on your local machine

The simplest solution is usually just using VS Code's built-in image preview functionality - it works well over Remote-SSH and doesn't require additional setup.actually sorry you mentioend this "Remote - SSH (which you're already using) + Image Preview extension: This built-in VS Code functionality lets you click on image files in the explorer to preview them" that i didnt now existd, can you help em cofniguree this? ssh is already working on my end but what and which image preview extension should i usee and how toa ctually sue it?