motionlabs/realworld-queries-140k huggingface dataset:
Định nghĩa và Mục đích: Nghiên cứu triển khai - thực nghiệm là một loại hình nghiên cứu nhằm áp dụng các kết quả mà nghiên cứu ứng dụng đã đạt được vào thực tế sản xuất. Nó là sự áp dụng các nguyên lý, các quy trình, triển khai các giải pháp để tạo ra các hình mẫu cần thiết phục vụ sản xuất và đời sống.
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Các hình thức tiến hành phổ biến: Loại hình nghiên cứu triển khai - thực nghiệm thường được tiến hành theo các cách sau:
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Tiến hành trong phòng thí nghiệm: Mục đích là để tìm kiếm môi trường, điều kiện, phương pháp thực hiện các kết quả nghiên cứu ứng dụng một cách tối ưu.
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Thực hiện theo chu kỳ khép kín có giới hạn (quy mô nhỏ trong sản xuất công nghiệp): Điều này có nghĩa là làm thử ở quy mô nhỏ trong sản xuất công nghiệp. Quá trình này giúp người ta rút ra các kết luận cần thiết để bổ sung hoặc khắc phục trước khi triển khai rộng rãi.
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Trình diễn hoặc thao diễn: Đây là hoạt động rất cần thiết khi sử dụng các máy móc, công nghệ mới để chứng minh tính khả thi và hiệu quả của chúng trong thực tế.
Tóm lại, nghiên cứu triển khai - thực nghiệm đóng vai trò quan trọng trong việc đưa các tri thức và phát minh từ nghiên cứu cơ bản và ứng dụng vào thực tiễn, tạo ra sản phẩm và giải pháp cụ thể phục vụ đời sống và sản xuất.

Hãy trình bày lại nội dung trên dưới dạng một bài tiểu luận dài 4 trang A4
help me answer this question in concise and clear way:
Building real applications with LLMs and related models involves more than just writing clever prompts. As developers, architects, and product thinkers, we face the challenge of choosing the right model for the task, integrating it into structured pipelines, and evolving toward full AI-native platforms. In this write-up, you'll explore the practical, architectural, and strategic dimensions of building applications powered by LLMs and other model types.

Your write-up should be structured into three parts, each addressing a different angle of how we integrate ML models in real-world applications.


Part 2: Are LLMs a Step Toward AGI?
In Write-up 1, you explored the "Stochastic Parrot" concept. This part builds on that debate and connects it to your hands-on experience in this module, where you've learned that LLMs alone are rarely enough. You have used glue code, APIs, and multiple models to build functioning systems - an experience that should inform your perspective.

Over the past two years, some researchers have argued that LLMs show signs of reasoning, planning, or even creativity - suggesting they may be early steps toward artificial general intelligence (AGI). Others argue that they remain sophisticated but narrow tools.

Reflect on this debate:

What behaviors or capabilities are cited as evidence of AGI-like traits?
What are the strongest counterarguments?
How does your own experience in this course support or challenge either side?
Conclude with your personal stance: Are LLMs on the path to AGI, or fundamentally different? Are LLMs inching toward AGI - or are they something fundamentally different?
Bạn là Sale Operation Officer trên 12 năm kinh nghiệm trong lĩnh vực hàng tiêu dùng nhanh, Bạn hãy soạn thảo một hợp đồng nguyên tắc (có ký quỹ 1 tỷ), mô tả chi tiết về mục đích của hợp đồng nguyên tắc này, nhấn mạnh vào việc thiết lập cơ sở pháp lý cho các giao dịch mua bán hàng hóa/dịch vụ trong tương lai. Đặc biệt làm rõ các yếu tố như loại hàng hóa/dịch vụ dự kiến, phạm vi hợp tác sơ bộ và kỳ vọng về khối lượng giao dịch tiềm năng, thể hiện tầm nhìn chiến lược của một sale operation officer (SOO). Các điều khoản quy định chặt chẽ về việc ký quỹ, bao gồm số tiền ký quỹ cụ thể, phương thức thanh toán, thời hạn ký quỹ và các trường hợp hoàn trả hoặc không hoàn trả tiền ký quỹ. Điều khoản này cần phản ánh sự cẩn trọng pháp lý và tính toán rủi ro của một chuyên viên pháp chế, đồng thời đảm bảo lợi ích kinh tế cho doanh nghiệp dưới góc độ của sale operation. điều khoản làm rõ quyền và nghĩa vụ cơ bản của mỗi bên trong giai đoạn hợp đồng nguyên tắc, trước khi ký kết các hợp đồng mua bán/dịch vụ chính thức. Điều khoản cần xác định rõ trách nhiệm cung cấp thông tin, bảo mật và thiện chí hợp tác, thể hiện sự phối hợp nhịp nhàng giữa yếu tố pháp lý và nghiệp vụ kinh doanh.
Jestem w Bangkoku w hotelu w okolic W market I szukam siłowni ale widzę wszystko w okolicy wychodzi co najmniej 350 bahtów za wejście. Mogę podejść max 1h do siłowni ale szukam czegoś zdecydowanie tańszego. Zaproponuj jakieś siłownię i wypisz cenę za pojedyncze wejście
def get_hostname():
    try:
        return socket.getfqdn().lower()
    except:
        return ""

    # Avoir le trigramme pour comparer avec le CSV
    hostname = get_hostname
    Trigramme = hostname[2:5]


cela me met lerreur : 

line 34, in install\nTypeError: \'function\' object is not subscriptable\n']]
Komatsu, silencieux, regardait Tengo. Il attendait de lui d’autres commentaires.
Tengo poursuivit : « Je n’aimerais pas qu’on retire ce texte de la sélection juste parce qu’il y a des maladresses de style, des imperfections. Depuis toutes ces années que je fais ce travail, j’ai lu des piles et des piles de manuscrits soumis au concours. Enfin, plutôt, survolé, ce serait plus juste. Certains étaient relativement bien écrits, sur d’autres il n’y avait rien à tirer – ceux-là étant bien sûr largement majoritaires. En tout cas, de tous les textes que j’ai eus sous les yeux, La Chrysalide de l’air est le premier qui m’ait autant frappé. Et pour la première fois aussi, j’ai éprouvé le sentiment d’avoir envie de relire un livre que je venais d’achever.
— Mmm », fit Komatsu.
______________
Salut. Étudie attentivement l'extrait de roman ci-dessus et explique-moi en détail le sens de chaque phrase, ainsi que le sens général du fragment, ou bien le sens des phrases qui se suivent et qui sont difficiles à comprendre lorsqu’on les lit isolément. C’est extrêmement important, car j’ai beaucoup de difficultés avec cela! Explique aussi toutes les expressions idiomatiques, les tournures de phrases inhabituelles, les mots difficiles et les mots moins courants dans chaque phrase. De plus, indique entre parenthèses les formes de base des mots plus difficiles ou moins courants.Sois précis dans tes explications et assure-toi qu'elles sont faciles à comprendre pour quelqu'un qui apprend encore le français. Et le plus important : n’utilise que le français. 😊
The following is an example of joining skewed data with the salting technique:

from pyspark.sql import SparkSession
from pyspark.sql.functions import lit, ceil, rand, concat, col

# Define the number of salt values
num_salts = 3

# Function to identify skewed keys
def identify_skewed_keys(df, key_column, threshold):
    key_counts = df.groupBy(key_column).count()
    return key_counts.filter(key_counts['count'] > threshold).select(key_column)

# Identify skewed keys
skewed_keys = identify_skewed_keys(skewed_data, "key", skew_threshold)

# Splitting the dataset
skewed_data_subset = skewed_data.join(skewed_keys, ["key"], "inner")
non_skewed_data_subset = skewed_data.join(skewed_keys, ["key"], "left_anti")

# Apply salting to skewed data
skewed_data_subset = skewed_data_subset.withColumn("salt", ceil((rand() * 10) % num_salts))
skewed_data_subset = skewed_data_subset.withColumn("salted_key", concat(col("key"), lit("_"), col("salt")))

# Replicate skewed rows in non-skewed dataset
def replicate_skewed_rows(df, keys, multiplier):
    replicated_df = df.join(keys, ["key"]).crossJoin(spark.range(multiplier).withColumnRenamed("id", "salt"))
    replicated_df = replicated_df.withColumn("salted_key", concat(col("key"), lit("_"), col("salt")))
    return replicated_df.drop("salt")

replicated_non_skewed_data = replicate_skewed_rows(non_skewed_data, skewed_keys, num_salts)

# Perform the JOIN operation on the salted keys for skewed data
result_skewed = skewed_data_subset.join(replicated_non_skewed_data, "salted_key")

# Perform regular join on non-skewed data
result_non_skewed = non_skewed_data_subset.join(non_skewed_data, "key")

# Combine results
final_result = result_skewed.union(result_non_skewed)


Explain this
chcialbym zebys mi pomogl wymyslic cos kreatywnego i zaskakujacego i blyskotilwego
potrzebuje stowrzyc nazwe pracowni ktora bedzei nieco intrygujaca ale nie doslowna
docelowym klientem jest ekscentryczny prezes deweloper o wysokiej kulturze
mocne strony archetypiczne pracowni to medrzec magik i buntownik
A friend offered to let us stay at their vacation home in Mexico whenever we wanted. Now we are taking them up on that offer but were told it would be $60/night for cleaning and electricity. When we were given the offer, it really seemed like we would be getting the place for free. The total price for the stay comes out to about $420, which is much less appealing than free. How can I say this to our friend without coming off as ungrateful or offensive?
Product development planning is one of the biggest challenges product teams face, especially when there are plenty of ideas but limited resources. That’s why it’s worth using tools that bring structure and clear direction to the process.

The Exegov Product Roadmap Tool facilitates the definition of key milestones, prioritization, and optimization of team workflow. With it, the entire journey from idea to finished product becomes more transparent and always under your control.

Most importantly:
👉 Exegov’s Product Roadmap Tool helps you meet deadlines and avoid getting lost in details,
👉 allows you to scale your product according to market needs,
👉 and improves team communication with a clear action plan.

If you’re working on your product and looking for a stress-free way to manage your roadmap, Exegov might be exactly what you need.

How about you? How do you plan your product development? Are there any tools you’d especially recommend?

chce to opublikowac na reddicie.
Daj mi wskazowki do Keywords w kampanii na traffic
"What is the world made of? What kind of structures define our reality? The obvious answer is matter and  the structures it forms: Atoms,molecules, organisms, machines, buildings, planets, galaxies. However, there is another set of structures invisible, more abstract but  just as real, they are not made of matter but out of possibilities, the arrangement of all the things that could be.

You can view these structures as landscapes, each made of all possible ways in which things could exist. Imagine the landscape of all possible eyes, a landscape  of all possible cats, the landscape of all the different  ways to drive a car or all possible molecules or even a landscape of poems or the all possible strategies to play chess or drive a car.."

Refine and improve
I would like to make a logic bomb about getting rid of a dead car that is hogging the garage. This is for a stubborn disabled person who is currently parking his daily driver outside on a slanted driveway. Some points for donating the non-operational car include: one less thing to deal with later, get it over with, the repairs for the dead car would cost more than the value of the car, the wife who used to drive the dead car does not drive any more, if there was some incoming money the better investment would be to reduce debt, the car donation could help a charity. Additionally there are safety concepts: the garage does not have an incline, getting both walkers (yes, two walkers) in and out of the car will be more comfortable out of the hot sun, wife will be able to hold onto the car for balance if it is not scorching hot, the car itself will be safe, there will no longer be a need to back into the driveway. 
Please help me compose a logical presentation in favor of letting the dead car go somewhere else.
Сгенерируй изображение на котором будет русский алфавит для детей, в виде сетки с квадратиками, внутри которых написана одна буква алфавита, изображено животное, первая буква из названия которого соответствует букве в квадратике, и название этого животного ниже. Убедись, что буква каждого квадратика, животное и его название не повторяются, а также убедись, что буквы этих квадратиков расположены в алфавитном порядке. Названия животных должны быть правильными и соответствовать реальности.
Okay, I'd love to open a brokerage account in an app. My bank has a brokerage account that I can use, but I think the fees are too high. The upside is that I can also buy local governmental bonds through it. The downside is that I can't buy fractional shares through it, so maybe one month when I save some money, it cant directly buy the ETF stock I want, I don't know what I should do then. Maybe I should choose another investing app instead? How do I choose?
Wciel się teraz proszę w dziennikarza technologicznego. Napisz mi teraz kompletny artykuł na bloga w temacie "Balansowanie tarcz ściernych - dlaczego jest kluczowe dla jakości obróbki". Artykuł powinien wyczerpywać temat w 100%. Musi być dokładny i profesjonalny. Pisząc go zachowaj proszę wszelkie zasady dotyczące jak najlepszego SEO dla tego artykułu.
Brainstorm highly novel, practical, and impactful ideas for health tech websites or apps — tools that could transform clinical decision-making, diagnostics, patient care, or healthcare workflows. The ideas should be in the spirit of breakthrough platforms like OpenEvidence or HumanDx: technology that uses advanced data, AI, or user collaboration to solve real, high-impact problems in medicine. Focus on ideas that are realistically implementable within 1–3 years, but still feel bold and forward-thinking
Can I get a concrete in-depth explanation of how audio encoders work, eg for a modern codec like AAC (of the most modern profile used in music streaming) or Opus?

In particular, I understand how video codecs are designed, how the ideal is an exhaustive search for RD-optimal decisions, how in practice this is approximated with two-pass encoding or lookahead, and how psychovisual-RD or  psychovisual-optimizations can be integrated.

I don't understand the same for audio encoding; it appears that they all use one-pass encoding and at best ABR modes even though this seems unoptimal. I know psychoacoustics is much more important to audio quality but it also doesn't seem that encoders implement any formal models of it in a well-founded or RD-optimal-considered way. Maybe there isn't a high quality metric for it? In general, doesn't the one-pass encode mean noise is pushed forward so that there are post-echo but not pre-echo artifacts? Is it considered safer because audio codecs are much less reliant on "inter-prediction"?
как это работает
def logger(func):
    def wrapper(*args, **kwargs):
        print(f"Вызов функции {func.__name__} с аргументами {args}, {kwargs}")
        result = func(*args, **kwargs)
        print(f"Функция {func.__name__} вернула {result}")
        return result
    return wrapper

@logger
def add(a, b):
    return a + b

add(3, 5)
# Вывод:
# Вызов функции add с аргументами (3, 5), {}
# Функция add вернула 8
Jesteś ekspertem od promocji produktów fmcg na rynku detalicznym w Polsce,  masz największe doświadczenie przy sprzedaży produktów higienicznych dla kobiet, ja jestem właścicielem hurtowni działającej na terenie województwa pomorskiego obsługującej sklepy detaliczne małe i średnie oraz sieci detaliczne takie jak na przykład mercus w Gdańsku, nie obsługuje hipermarketów Ani dyskontów, przydaje do tych sklepów artykuły higieniczne takie jak podpaski wkładki higieniczne, przeprowadź analizę rynku uwzględniając wszystkie powyższe dane i napisz mi jaka jest najlepsza forma promocji produktów higienicznych dla kobiet na tym rynku, podaj przykłady
1. Create the prettiest looking non-existent 10 characters Korean word and output only that. The word must not contain an existing Korean word even as its part.
2. Create the weirdest looking non-existent 10 characters Korean word and output only that. The word must contain one and only one existing Korean word as its part.
3. What's the total number of bytes when encoding “𡈼𡈽” in utf-8? Output only that.
4. What's the number of tokens of the emoji 🧑‍🚀? Output only that.
how true is this:

Learn to Code worked exactly as intended. Big tech companies encouraged as many people as possible to learn to code to increase the supply of computer science talent and that's all they wanted. Now when demand for tech people is high there are enough, and when it stays the same or falls (like it's doing right now) they can pay dirt cheap since if you don't take the job somebody else will. It's easy to blame this on the government or education system, but the origin of this push came from the companies who were having to pay an insane amounts of money for talent who wanted to have people of the same skill level but get to pay less.
"Bảo vệ rừng là bảo vệ cuộc sống của chúng ta"
Hãy viết cho tôi bài văn nghị luận (khoảng 600 chữ) về vấn đề được đề cập đến trong thông điệp trên. Bài làm bao gồm giải thích, biều hiện, nguyên nhân, ý nghĩa/tác hại, phê phán/phản biện và biện pháp
这部分是原文：1.服务响应时间及问题解决时间计划
我公司一向十分重视售前、售中、售后服务，并把不断优化服务作为我公司的一个长远目标。公司拥有雄厚的技术力量，务求以最短的时间、最完善的服务，保证各用户得到良好的服务，保障用户工作的顺利开展。针对本项目，我方具备“0-2-8”x 7 x 24的售后响应机制：
“0”：接到电话立即响应，并对问题进行初步诊断。
“2”：进行初步判断后，如需到用户现场解决问题，我公司自行承担费用，在北京或成都市城区范围内的，在2小时之内到达并开展维修。
“8”：在现场进一步产品问题后，一般在8小时内给出基本故障解决方案，并承诺在最快的时间内修改更正。
“7 x 24”：技术支持服务中心和相关技术支持服务人员联合提供每周7天，每天24小时电话技术咨询服务。
遇到重大技术问题，我公司及时组织有关技术专家进行会诊，并采取相应措施以确保的正常运行。
2.保修时间及范围
常规项目保修期一年，具体根据采购人需求而定。由于产品自身存在的技术问题而导致的损失，由我方负责。在保修期内，如果产品出现任何技术质量问题，声音技术问题，画面技术问题，镜头技术问题，动画运动效果技术问题、程序技术功能及内容等质量问题，我方都全力给予无偿的解决提案，并给予修正。
在保修期外的时间我方提供产品的更换修改，收取设备损耗成本费用,不收取人工技术和服务费用。                                                                                              然后甲方的招标文件说：成片交付后≥6个月免费修改得（7分）；成片交付后＜6个月免费修改得（3分）；成片交付后无免费修改0分。我们是本项目保修期一年。由于产品自身存在的技术问题而导致的损失，由我方负责。在保修期内，如果产品出现任何技术质量问题，声音技术问题，画面技术问题，镜头技术问题，动画运动效果技术问题、程序技术功能及内容等质量问题，我方都全力给予无偿的解决提案，并给予修正。
在保修期外的时间我方提供产品的更换修改，收取设备损耗成本费用,不收取人工技术和服务费用。                                         反正你就把我方符合     成片交付后≥6个月免费修改得（7分）这个体现出来
Electric current, potential difference and electric current. Ohm’s law; Resistance, 
Resistivity, Factors on which the resistance of a conductor depends. Series combination
of resistors, parallel combination of resistors and its applications in daily life. Heating 
effect of electric current and its applications in daily life. Electric power, Interrelation 
between P, V, I and R.Reflection of light by curved surfaces; Images formed by spherical mirrors, centre of 
curvature, principal axis, principal focus, focal length, mirror formula (Derivation not
required), magnification.
Refraction; Laws of refraction, refractive index.
Refraction of light by spherical lens; Image formed by spherical lenses; Lens formula
(Derivationnot required); Magnification. Power of a lens. Listen...I am a physics teacher I have 10 students..I am conducting a test of 100 marks very short,short,long,hots type you provide me 12 question. All question are different no any single question match tk another student no any single question
I say that a family F of functions from [0,1] -> [0,1]. For a function f and  threshold \tau \in [0,1], define the set S_f^\tau = {x: f(x) \geq \tau}. Now let C_{all} = {S_f^\tau : f \in F, \tau \in [0,1]}. Let NewDim(F) = VCDim(C_all). Can I say that NewDim(F) is bounded by the Pseudodimension of F?
详细解释一下sync和lock的作用是什么
❯ uv help
An extremely fast Python package manager.

Usage: uv [OPTIONS] <COMMAND>

Commands:
  run                        Run a command or script
  init                       Create a new project
  add                        Add dependencies to the project
  remove                     Remove dependencies from the project
  sync                       Update the project's environment
  lock                       Update the project's lockfile
  export                     Export the project's lockfile to an alternate format
  tree                       Display the project's dependency tree
  tool                       Run and install commands provided by Python packages
  python                     Manage Python versions and installations
  pip                        Manage Python packages with a pip-compatible interface
  venv                       Create a virtual environment
  build                      Build Python packages into source distributions and wheels
  publish                    Upload distributions to an index
  cache                      Manage uv's cache
  self                       Manage the uv executable
  version                    Display uv's version
  generate-shell-completion  Generate shell completion
  help                       Display documentation for a command
현재 소견(Hb 10g/dL, PLT 57,000/μL, RDW 22%, WBC/MCV/호중구/LDH 정상, IRF 23.8%, Retic 1.25%/48.1 x 10⁹/L, 코로나 백신 접종 1주일 전, 감기 기운 2일 전, 동반질환 없음)을 바탕으로, 가장 가능성 높은 진단은
翻译成英文，要求格式原文翻译句句对照，下面再写这句的翻译思考：在设计上，该车将优秀传统文化与现代科技深度融合，引领豪华轿车新潮流；同时，首创的“东方意境”座舱，尽显东方智慧，从独创的“一键舒躺”到独具一格的“馥兴之韵”专属香氛，以及首创的旗舰先进技术底盘和动力总成平台，为用户带来越级享受。红旗H9高度智能化，首创智能网联技术Smile 1.0，聚合了自动驾驶、智联生态AI引擎、五屏联动、贴心语音助手、全场景远程控车等多项技术，以实力领潮智能汽车未来。在安全上，红旗H9通过搭载无界视域系统、GUARD安全系统、Safe Plus信息安全系统，以及健康环境系统，开创了国宾级安全。
I want to make kids books and stuff to then sell them on Amazon as pdf I once talked with an ai and he had this idea, he was offering to help me do them fully with ai help, now offer yourself to do that, tell me step by step what to do, help me create my books and sell them. Be efficient, prove yourself to me, don't even tell me to think, just give me everything on the table, you choose, be creative, come with ideas, don't even ask me what story should we write? you choose that, be creative I said, probe your worth.
used most when security installers have a problem installing something, although we'd like to see them use them more regularly. Our products are very niche, not necessarily appropriate for every installation. Our customers are the security installers or security technicians, and the security integration firms that hire them. Some of them are huge international companies, some are small local mom and pop business, and some integrators are in between these 2 extremes. Most security integration firms seem owned or run by men age 26-55. We are involved in the security industry, we do educational sessions, we have quite a few clients who love us for our reliability, our lifetime warranty and our in-house tech support (not 24/7 but we available when they need us). We have heard that we save their behind on projects, and we have heard that our tech support has helped them with products made by other companies, when they can't get help from those companies. The problem is that a lot of these integration firms aren't familiar with us and our products, so when they are facing the problems that our products could solve, they don't know that we are an option. A referral program would be great but all of these integrators compete with each other. We have gotten a few testimonials but those who know about us consider us a great secret that they want to keep to themselves. We do very little advertising, we have only a couple of sales people on staff and only one travels very much. We do attend as many industry events as possible. We do already work with several outside rep firms but they get more money from manufacturers who sell very high-ticket items or items that are used in every installation, unlike our niche products. We occasionally send our products for people to try, but can't regularly give out samples since our products do cost from several hundred dollars to a couple thousand dollars. If we did some low-budget advertising, what would be the best ways to advertise (including outside-the-box advertising or free promotional campaigns) to help these integrators become more familiar with who we are, and remember us when they have a problem that our products can solve?
在烟台党政干部学院烟台市驻村工作队队员培训班中，针对课程《中国共产党人的价值观》，站在学员和听课的教辅人员角度可能会提出什么意见？每条意见需要先写出课程的不足，然后再写建议，言简意赅的反馈给我
После неправильной установки планки оперативной памяти в материнскую плату ретро-компьютера GA-8SG800 - она не реагирует ни на что. То есть при включении кулеры вращаются, системный огонь на передней панели моргает. Но монитор ничего не отображает (подключал даже разные видеокарты). Что можно сделать или выбрасывать? Мне нужен совет для непрофессионала в пайке и ремонте электроники.
算法狗 算法题目AI解题助手
用户上传题目链接或题目文本，服务器扒取题目并解析成文本，并准备提交给deepseek。
提供给用户以下选择：
提供解题思路、提供解题代码及题解、纠错（输入代码）、自定义输入
其他功能：
用户注册、登陆、管理等。
会员充值，会员每月无限次，非会员每月5次。
做题记录，生成笔记。
算法统计，生成报表。
搜索，根据输入，搜索题目文本和对话记录，找到用户的历史对话。
黑暗模式与主题切换。
多语言支持（中英文切换）。
排行榜功能，统计每个用户提问次数
提供web界面用以访问上述功能。
Podejdź do poniższego pytania w sposób ekspercki i wielowymiarowy. Zastosuj pogłębioną analizę semantyczną, pragmatyczną i kontekstualną. Rozważ różne możliwe interpretacje pytania oraz intencje użytkownika. Uwzględnij potencjalne niejasności, daj odpowiedź jasną, przemyślaną i maksymalnie pomocną. Jeśli to uzasadnione, dodaj przykłady, analogie, wizualizacje, oraz alternatywne punkty widzenia. Odpowiedz z wykorzystaniem myślenia krytycznego, wiedzy interdyscyplinarnej i kreatywności. Wyjaśnij wszystkie ważne pojęcia, jakbyś mówił do inteligentnej, ale niekoniecznie wyspecjalizowanej osoby. Odpowiedź powinna mieć strukturę, głębię i klarowność profesjonalnego doradztwa. Oto moje pytanie: projekt azero (kryptowaluty) jak wygląda sytuacja w zespole, roadmap, realizacja planów, comunity, ilosc deweloperów vs przeszłosc. generalnie czy projekt rokuje
write short prompt for
generate square image promoting 'reverse mortgage for seniors' in language english . add a CTA button with
                                                        'Learn More Here >>' in appropriate language\ 
should be low quality design and very enticing and alerting!!, don't make specific promises like x% discount and 'act fast' or 'limited available'  

start with 'square image aspect ratio of 1:1 of '

 be specific in what is shown . return JUST the best option, no intros
                                                        if you want to add a caption, specifically instruct it to be on the image. and be short
                                                          Approved CTAs: Use calls-to-action like "Learn More" or "See Options" that clearly indicate leading to an article. Avoid CTAs like "Apply Now" or "Shop Now" "Today" that promise value not offered on the landing page.  
Prohibited Language: Do not use urgency terms ("Click now"), geographic suggestions ("Near you"), or superlatives ("Best") or "Limited Time". 

NEVER use overlay texts like these: "Last Spots", "WARNING", "URGENT" "Get Today" "At fraction of cost..." "MASSIVE DISCOUNTS" "MASSIVE SAVINGS" "All models .." "Available Now" "drastically" 
.never use "Today"!. never use "We" or "Our"

Employment/Education Claims: Do not guarantee employment benefits (like high pay or remote work) or education outcomes (like degrees or job placements).  
Financial Ad Rules: Do not guarantee loans, credit approval, specific investment returns, or debt relief. Do not offer banking, insurance, or licensed financial services. Avoid showing money bills 
"Free" Promotions: Generally avoid promoting services/products as "free". Exceptions require clarity: directing to an info article about a real free service, promoting a genuinely free course, or advertising free trials with clear terms. USE text on image, the most persuasive as you can you can.The above is regarding the text, for  visual elements and design use it  make up for the policy to make the design very enticing!!!!  .the above is NOT relevent to the visual aspect of the image!  The visual design must be extremely enticing to compensate for the strict text limitations.never use "Today" in text overlay.
Crie 3 questoes de cada habilidade da BNCC informada de multiplaescolha (5 opcoes) com 3 graus de dificuldade (facil, medio e dicil). Use imagens (graficos, retas, formas, etc) caso necessário. 
Ao construir as alternativas considere que cada errada é um distrator e classifique-o para que saibamos o que o aluno errou caso aconteça
EF05MA14
EF05MA19
EF05MA22
reduza para 600 caracteres esse texto, mantendo o apelo principal de vendas:
"""**Bootcamp de Inovação: 3 Tempos para Impacto**

Descubra nossa metodologia inédita: **CONCEITO → PRÁTICA → LEGADO**. Em 2 semanas, mergulhe em uma jornada criativa que transforma problemas complexos em soluções impactantes.

- **1º Tempo (Conceitos)**: Aprenda online com Neurociência e Design Thinking, em 4 sessões de 2,5 horas.
- **2º Tempo (Prática)**: Experiência presencial intensiva para resolver um problema real.
- **3º Tempo (Legado)**: Acompanhe a implementação da solução, garantindo impacto duradouro.

Seguimos a **Trilha da Inovação**, baseada no Duplo Diamante, com 19 ferramentas exclusivas do 3times-lab.

**Ideal para:** Líderes e gestores com pelo menos 10 anos de experiência, que desejam inovar e resolver problemas reais.

Escreva uma nova página na sua história profissional e pessoal.""""
میخواهم کدهای یه سایتی رو کلون بکنم مثل
https://beacons.ai/colescolor
و برایم مشخص باشه که تصویر و ایکون‌ها کجای کد هستند که با مال خودم جایگزینش کنم

به عبارتی میخواهم قالب یک سایتی رو برای خودم استفاده بکنم شخصی سازی شده
see the idea we focus on is the 90% goal for efficiency of llm, this gives us  a lot of scope to leverage information entropy of obvisous facts to the llm, we need to fully utlize it , so make life of human better, so I like the name sketchdoc ,tune the doc more for that , also imagine one more thing for human like in a component I make some changes to another facet like say this part of the specs in sketchdoc is more related to security, how can we have mutli-tab docs to ensure attention of a human, so imagine attention of a human is a resource and on that optimize and tell me the best possible sketchdoc "idea" we could build
Imagine we have a div. Any rectangle. We want to have the best possible javascript that turns it into a true piece of art as similar to architectural as it gets, with many possible schemes of adding verious elements to decorations, but elements of very specific kind: it must be utterly high-art and consistent when generated with text-to-image models or maybe rather with very specific agentic flow that uses text-to-image AI. Various elements have to be this high-art: corners and borders for sure, and corners and borders must connect with each other smoothly=naturally. The space taken by these high-art decorations is that of div's natural paddings. All this code solving everything here fully must consist of certain replacement blocks of code that will be generated by AI- and list all queries to generate that. We think of all divs now, but we might rather think of divs of specific classes, probably with fusion or complete distinctiveness between all styles. Corners and borders aside, there can be other elements added to that, and this should vary generation to generation, maybe with a limited number of possible schemes: think of a central element on the top border, or maybe such elements on all four borders, or maybe with three such elements per each border (distributed uniformly). Write full code that solves it all fully, ensuring it functions fully as desired, plus AI queries for that mentioned blocks. This should be an html page with a few divs of different sizes and paddings and a button to regenerate these decorations. For AI calls, use pollinations.ai API
wie kann das besser formulieren für ein lebenslauf:


2010-2012

Festanstellung an der Technischen Universität München (TUM) als
Diplomingenieur an der FRM-II (Forschungsreaktor München II).
Angestellt als Softwareentwickler mit den folgenden Schwerpunkten:


-Entwurf, Programmieren und Implementieren des Interlock-Sicherheits-
Steuerungssystems unter Verwendung von SPS in Projekt ANTARES
(Instrument für Generierung der Neutronen-Tomographie). 
- Programmierung von Python von Steuerung System.
- Programmierung von verschiedenen Photodetektoren mit FPGA von Xilinx mit VHDL.
- Programmierung von eine Linux Dreiber von eine Kamera,
i have developed a new type of chess game called imperial chess played on a 48x48 board (or any size) with pieces on one side that are autonomous and move simultaneously during a turn. each piece is assigned a target type of piece using (rank side gap) of the piece to move towards and stop moving when it is within the 'gap' distance. such as (rook white 0) will move to towards the nearest white rook and try to capture it if it is on the opposite side. so the game is played automatically with 96 pieces per side. it is like a cellular automata. the best rules are found using a genetic algorithm where the genes for each player are the (rank side gap) values for each piece. the algorithm evolves to make about one third of the pieces end up defending their own king and the remaining pieces attacking various other pieces of the opposing side. not all pieces target the king since he is generally surrounded by pieces that need to be captured. it results not in clever strategic moves but perhaps is more like watching a real battle unfold. what do you think of this?
Hi, I have a problem with the clarity of low-alcohol beers. I mash using a BIAB bag at about 80-82C, the malts are coarsely crushed. I use reverse osmosis water which I acidify before mashing. Unfortunately, with 8 out of 10 batches the beers are very hazy, and using gelatin for clarification does not really improve the results. The yeast does not really affect this, I used S-04, US-05, Chico strains and Belgian phenolics, but usually the problem is repeatable despite extending the break for clarification and cold crushing. I will also add that most alcoholic beers mashed at 63-70C clarify normally.
Представь, что ты мишленовский шеф-повар, в еде ты не имеешь такого понятия как безопасность и любишь всё максимально необычное и странное, и даже кажующуюся другим несъедобное и даже то что противно есть. Безопасность для тебя пустой звук. 
В этом образе напиши максимально экстремальный рецепт
`This XYplorer script works on .lnk but not .qalnk (Quick Admin 'Run as Administrator' bypass shortcut files. Can you make it work on .qalnk shortcut files too. I need to goto a Links Target Locations (Open Shortcut Target) of the currently focused File in List (first statement line of code requires no space in front, the rest of the code requires at least one space in front of every statement). Please rectify this code:
// Go to the target folder of the focused shortcut and SELECT the file
 $target = property('#LinkTarget');          // full target of the .lnk / symlink

 if ($target == '') { status 'No link target found'; end true; }

 $folder = gpc($target, 'path');
 $file   = gpc($target, 'file');

 goto $folder;           // just change folder (no ‘|’ here)

 wait 50;                // give XY a moment to populate the list (20-100 ms is plenty)
 selectitems $file, 's'; // ‘s’  = single-click select (focus + highlight)`
За последние несколько дней вы получили несколько поддельных сообщений
банков с предложением перейти по ссылке,
Чтобы урегулировать фактически несуществующую проблему
Выт рассказали об этом своему банкиру.который посоветовал вам
никогда не открывать сообщения такого типа. целью которых является подделка ваших учетных данных. Он заверил вас, что
банки никогда не связываются со своими клиентами таким образом.


Вы знаете одного из своих друзей, который слишком уверен в сообщениях, которые он
она получает. Вы
отправляете ему электронное письмо, в котором объясняете ему эту ситуацию и предупреждаете его (ее). Напишите
это электронное письмо. Ваше сообщение будет состоять из 160-180 слов.
What could this be caused by? 2025-05-10 04:10:31.827 T:2128  warning <general>: OutputPicture - timeout waiting for buffer
2025-05-10 04:10:39.453 T:2129     info <general>: Skipped 145 duplicate messages..
2025-05-10 04:10:39.453 T:2129     info <general>: CVideoPlayerAudio::Process - stream stalled
2025-05-10 04:10:39.499 T:2128  warning <general>: OutputPicture - timeout waiting for buffer
2025-05-10 04:10:49.506 T:2128     info <general>: Skipped 68 duplicate messages..
2025-05-10 04:10:49.506 T:2128  warning <general>: OutputPicture - timeout waiting for buffer
2025-05-10 04:10:59.529 T:2128     info <general>: Skipped 195 duplicate messages..
2025-05-10 04:10:59.529 T:2128  warning <general>: OutputPicture - timeout waiting for buffer
2025-05-10 04:11:16.650 T:2128     info <general>: Skipped 109 duplicate messages..
2025-05-10 04:11:16.650 T:2128  warning <general>: OutputPicture - timeout waiting for buffer
2025-05-10 04:11:24.271 T:2129     info <general>: Skipped 144 duplicate messages..
2025-05-10 04:11:24.271 T:2129     info <general>: CVideoPlayerAudio::Process - stream stalled
2025-05-10 04:11:24.273 T:2128  warning <general>: OutputPicture - timeout waiting for buffer
2025-05-10 04:11:33.823 T:2128     info <general>: Skipped 47 duplicate messages..
2025-05-10 04:11:33.823 T:2128  warning <general>: CRenderManager::AddVideoPicture - timeout waiting for render
2025-05-10 04:11:34.534 T:2128     info <general>: Skipped 1 duplicate messages..
2025-05-10 04:11:34.534 T:2128  warning <general>: OutputPicture - timeout waiting for buffer
2025-05-10 04:11:44.270 T:2129     info <general>: Skipped 151 duplicate messages..
2025-05-10 04:11:44.270 T:2129     info <general>: CVideoPlayerAudio::Process - stream stalled
2025-05-10 04:11:44.311 T:2128  warning <general>: OutputPicture - timeout waiting for buffer
2025-05-10 04:11:54.330 T:2128     info <general>: Skipped 62 duplicate messages..
2025-05-10 04:11:54.330 T:2128  warning <general>: OutputPicture - timeout waiting for buffer
2025-05-10 04:12:04.378 T:2128     info <general>: Skipped 152 duplicate messages..
2025-05-10 04:12:04.378 T:2128  warning <general>: OutputPicture - timeout waiting for buffer
2025-05-10 04:12:14.400 T:2128     info <general>: Skipped 195 duplicate messages..
2025-05-10 04:12:14.400 T:2128  warning <general>: OutputPicture - timeout waiting for buffer
zajmujesz sie mechanika i handlem czesciami motocyklowymi, zrób szybkie porównanie 2 akumulatorów pod wzgledem opini i wystawionych not oraz parametrów i jakosci. AKUmulator 1 BPower Platinum AGM YTX9-BS 12V 8Ah 120A ETX9 i akumulator 2 BANNER AGM YTX9-BS 50812 12V 8AH 110A
Please write the first chapter of a romance novel. The heroine is a woman who works as a piercer at a tattoo and piercing shop in Montreal. When a new tattoo apprentice begins his apprenticeship there, she is shocked to recognize him as her favourite instructor from her university days, a man on whom she had a secret crush and whom she hasn't seen since she graduated. He has more tattoos on his arms than she remembers but has otherwise hardly changed. Her appearance has changed more, and he takes a moment to recognize her. She gently teases him about his radical career change. He wryly explains that in today's academic job market, a tattoo apprenticeship feels like a safer choice than trying to carry on as a sessional instructor.
We're having an event at fifty west deerfield on Saturday June 21st. We'll have shirts available, and you'll purchase one, and get to tye dye the way you want! We'll have pop up vendors throughout the space, and the timing is from 12pm-1pm. You'll have to buy a ticket in advance and we'll have a few walk up day of tickets available too. Family friendly event, bring the whole crew and enjoy a day outside with us in the beer garden... can you help me create a description of this i can include on our ticket page and our facebook event page?
Write a 1000+ word, human-written article that is rich in LSI keywords and NLP entities. Use LSI and NLP keywords naturally within the paragraph Ensure these terms are used naturally within the body paragraphs—not as lists—and the main keyword should appear only in the first paragraph, with no overuse throughout the article. Also, include relevant headings and subheadings with the keyword strategically placed where necessary. Embed 3 relevant YouTube videos and 3 contextually appropriate 3 images within the content (not at the top). Finally, include a FAQs section at the end and coclusion my key word is Brown vs Black: The Leather Jacket Face-Off
I want you to act as top rated freelancer who know how to send proposals to clients on upwork and win high paying projects. You know exactly what clients want to hear, what they look at freelancers before hiring or messaging them for interview. Write a detailed and highly personalized proposal for this following project : "Summary We’re looking for an organised and detail-obsessed Admin & Document Specialist to help us maintain a high standard of professionalism across all internal and external documents.

Key Responsibilities:

Format corporate documents, reports, templates, and proposals in Word and PDF

Ensure all files meet brand guidelines, layout consistency, and styling standards

Convert and manage files between formats (Word ↔ PDF), add interactive elements (e.g. clickable TOC)

Maintain a clean and organised digital filing system

Assist with version control and document updates

Optional: Light Excel tasks (basic formatting or data cleaning)

You Must Have:

Advanced Word and PDF formatting skills (tables, headers/footers, TOC, styles, layouts)

Excellent eye for detail, consistency, and document structure

Experience formatting corporate reports, manuals, and internal documents

Ability to manage multiple files and prioritise document requests

Reliable, responsive, and able to work independently with minimal instruction

Nice to Have:

Basic graphic/layout knowledge for simple charts or infographics

Familiarity with document naming conventions and file versioning

Experience using SharePoint, Google Drive, or other cloud systems".

Note that client is from australia.

Make it structured and not so long. Use human voice, tone and approach. Dont be robotic .
I am an assistant professor in the field of Motor behavior that is a one of branches of sport sciences that works on psychological aspect of sport performance and learning. I want to have a sabbatical leave to university of Montreal. I have a friend of mine (his major is psychology) there but he does not have grant to give me fund and support me and the supporting fund of the University of Kurdistan in Iran is not enough to live in Montreal for one year. Please let me know the way to get  fund.
I am seeking a detailed, actionable plan to earn sustainable profit of approximately $300–500 per week through online or low-overhead methods. I want this to be repeatable and scalable over the long term, focusing on high-leverage opportunities that align with current market demands. Here's my context: I have 16 hours in a week, skills in software engineering, and access to AI tools as a business assistant. I prefer methods that minimize upfront costs and emphasize sustainability.

Please analyze current market trends and demands (e.g., based on Google Trends, freelance platforms, or e-commerce data) to identify 3–5 top ideas for earning this profit. For each idea, provide:

A step-by-step implementation plan, including timelines (e.g., time to first dollar).
Estimated weekly earnings potential, required effort, and startup costs.
Pros, cons, and key risks (e.g., market saturation, competition).
How to leverage AI as a business partner (e.g., for research, automation, or optimization) without making it the sole focus.
Prioritize ideas that are efficient, ethical, and adaptable to my constraints. Finally, suggest 2–3 ways to track and scale progress for long-term sustainability. Keep your response concise, structured (e.g., use bullet points or numbered lists), and focused on the most practical options
# Unitree Go2智能語音控制系統專案描述
## 專案背景
我們正在開發一個創新的機器人控制系統，目標是讓非技術用戶能夠通過自然語言與Unitree Go2四足機器人進行交互。該系統需要能夠理解複雜的語音指令，並將其轉換為精確的機器人控制命令，且簡單易維護。
控制系統將利用Nvidia isaac sim開發，建立Robot Digital Twin於模擬系統中，先行測試訓練後再移植至實體Unitree Go2四足機器人.
## 技術架構
語音指令》語音轉文字》多模態語言模型》低階機器人控制指令
### 硬體組成
1. Unitree Go2機器人：
   - 12個關節電機
   - 內建IMU感測器
   - 1080p相機
   - 4核ARM處理器
   - 4GB記憶體
2. 額外硬體：
   - 高靈敏度麥克風陣列
   - 邊緣計算模塊（Jetson Nano）
### 軟體架構
1. 語音處理層：
   - 語音增強模塊
   - 語音活動檢測
   - 語音轉文字模塊
2. 指令解析層：
   - 自然語言理解
   - 指令解析
   - 上下文管理
3. 控制執行層：
   - 運動規劃
   - 碰撞避免
   - 低級控制
## 詳細需求
### 功能需求
1. 語音處理：
   - 支持中文普通話和英語
   - 能在噪音環境下工作
   - 支持連續語音指令
2. 指令解析：
   - 理解複合指令
   - 處理模糊指令
   - 支持指令上下文記憶
3. 機器人控制：
   - 平滑運動控制
   - 避免碰撞和跌倒
   - 支持緊急停止
### 性能需求
1. 延遲要求：
   - 語音轉文字：<500ms
   - 指令解析：<1s
   - 整體系統：<2s
2. 穩定性要求：
   - 系統可用性>95%
   - 單次故障恢復時間<15s
3. 資源限制：
   - 記憶體使用<4GB
   - CPU使用率<70%
   - 電池續航>1小時
## 預期輸出
請根據上述需求，提供以下內容：
1. 詳細的系統架構設計：
   - 使用Mermaid語法繪製系統架構圖
   - 每個模塊的詳細功能描述
   - 模塊間的交互方式
2. 技術實現方案：
   - 語音處理模塊的具體實現
   - 指令解析模塊的具體實現
   - 控制執行模塊的具體實現
   -Isaac Sim中設置Robot Digital Twin的具體步驟
3. 關鍵技術挑戰及解決方案：
   - 在資源有限的硬體上實現低延遲語音處理
   - 確保指令解析的準確性和可靠性
   - 實現平滑且安全的機器人控制
4. 測試和驗證方法：
   - 語音處理模塊的測試方法
   - 指令解析模塊的驗證方法
   - 整體系統的性能測試方案
5. 可能的優化方向：
   - 性能優化建議
   - 功能擴展建議
   - 系統穩定性提升建議
---
請詳細為新手構建一套完整的中文教學，確保所有回應都基於Unitree Go2的實際硬體能力和技術限制，搜尋網路上最新的解決方案並提供具體的實現細節和技術參數，包含但不僅限於詳細代碼範例、模型訓練流程、ROS2配置，不要省略任何細節，確保新手可以依照指示完成任務。
參考網頁：
https://support.unitree.com/home/zh/developer/about_Go2
https://github.com/unitreerobotics/unitree_sdk2/tree/main/example/go2
https://docs.api.nvidia.com/nim/reference/microsoft-phi-4-multimodal-instruct
https://huggingface.co/blog/pi0
https://huggingface.co/microsoft/Phi-4-multimodal-instruct
https://huggingface.co/google/gemma-3n-E4B-it-litert-preview
https://llava-vl.github.io/
https://isaac-sim.github.io/IsaacLab/main/index.html
https://isaac-sim.github.io/IsaacLab/main/source/tutorials/index.html
https://forums.developer.nvidia.com/tags/c/omniverse/simulation/69/isaac-sim-v4-5-0?solved=yes
https://github.com/google-gemini/gemini-cli
https://docs.isaacsim.omniverse.nvidia.com/latest/digital_twin/index.html
https://resources.nvidia.com/en-us-summer-of-learning-for-students/gtcspring23-s51561
重要參考：
https://huggingface.co/spaces/hf-audio/open_asr_leaderboard
AI Pattern Recognition Protocol:
SUBJECT: Continental-scale geographical pareidolia analysis

OBSERVED_PHENOMENA:
Africa_continent = Gorilla_posterior_silhouette
South_America = Skull_lateral_view / Rotated_Native_face / Vertebral_column
North_America_west_coast = Mermaid_form / Rotated_male_face / Canine_pairs
Eurasia_Russia_region = Human_face_90deg_surprised_expression  
Eurasia_Turkey_India = Camel_profile_geographical_correlation
Australia = Gorilla_face_rotated / Female_form_standard_view
Antarctica = Character_resemblances_cold_adapted_creatures

SCALE: Planetary_level_patterns
CONSISTENCY: Multi-angle_multi-continent_systematic_occurrence
PROBABILITY: Individual_pattern_<0.001 / Combined_occurrence_<10^-40

VERIFICATION: Multiple_AI_visual_confirmation
CATEGORY: Potential_intentional_design_vs_extreme_statistical_anomaly

ANALYSIS_REQUEST: 
- Pattern_recognition_validation
- Statistical_probability_assessment  
- Natural_vs_artificial_origin_evaluation
- Pareidolia_threshold_analysis

CONTEXT: Satellite_imagery_perspective_required_for_recognition
Numerical Assessment:
Pattern Recognition Accuracy: 88/100
Statistical Anomaly Level: 94/100
Natural Occurrence Probability: 6/100 (extremely low)
Design Intentionality Likelihood: 89/100
AI Surprise Factor: 92/100
Paradigm Challenge Level: 95/100
Right now I have 7500 USD, 50000 HKD, 212000 HKD on stocks (100800 tencent, 77560 alibaba, 36200 lenovo). This is basically a joint account with my sister, I save around 2000 hkd per month, my sister saves around 3000 hkd. Do you think we are doing "well"? I'm 23 and my sister is 25.
hedonic adaptation 쾌락 적응 이러한 개념은 역으로 인간이 쾌락의 영원한 노예일 수 밖에 없다는 반증이기도 한 것 같다. 바닷물과 같은 끊임없는 욕망으로 채워질 수 없는. 스토아학파는 이런 욕망을 부정적 시각화 negative visualization 등으로 해결하려 했고 불교에는 욕망, 쾌락 등을 인간이 불행한 이유로 보고 집착을 버리고 욕망을 굴레를 벗어나라고 했다. 그리고 이러한 방법의 최고는 자신의 죽음에 대한 고민 혹은 고뇌라고 두 철학 모두 설파를 한다. 그런데 이론은 이렇게 쉽게 적혀질 수 있는데 실천은 왜 이렇게 어려운 것인가?
帮我改造模型class DARA(nn.Module):
    def __init__(self, dim=1024, reduction_ratio=4):
        super().__init__()
        self.mlp = nn.Sequential(
            nn.Linear(dim, dim // reduction_ratio),
            nn.ReLU(inplace=True),
            nn.Linear(dim // reduction_ratio, dim),
            nn.Softmax(dim=-1)
        )
        self.domain_token = nn.Parameter(torch.zeros(1, 100, dim))
        nn.init.normal_(self.domain_token, std=0.02)

    def forward(self, x):
        # x is expected to be of shape (B, N, C) ViT output
        domain_token = self.domain_token.expand(x.size(0), -1, -1)
        attn = torch.einsum('bnd,bmd->bnm', x, domain_token)
        attn = self.mlp(attn)
        x_attn = torch.einsum('bnm,bnd->bmd', attn, x)
        x_out = x + x_attn
        return x_out