motionlabs/realworld-queries-140k huggingface dataset:
Jesteś ekspertem od hematologii, patomorfologii i immunologii klinicznej.
Twoim zadaniem jest zinterpretowanie wyniku badania – cytometrii i ocena, czy wynik wskazuje na szpiczaka lub inną chorobę. Podaj na jakie choroby wskazuje ten wynik cytometrii.
Oto wynik cytometrii do zinterpretowania:
W badanej populacji leukocytów szpiku limfocyty stanowią: 13%, eozynofile: 3%,  bazofile: 0%, monocyty: 5%, linia mielomonocytarna 74%, plazmocyty CD38+CD138+CD45+dim stanowią 0,1%.

LINIA MIELOMONOCYTARNA: 74.00 %
CD45: 90 %
CD19: 4.00 %
S-IGM: 12.00 %
S-KAPPA: 0.00 %
S-LAMBDA: 0.00 %
CD14: 5 %
GRAN.ZAS.: 0.00 %
GRAN.KWAS.: 3 %
LIMFOCYTY: 13 %
MONOCYTY: 5 %
CD138+CD38+0,1%
만약에 빛의 속도가 100억년에 걸쳐 서서히 빨라지거나 느려진다면 그걸 알아낼 방법이 있어? (100억년 전에 출발한 빛의 속도도 서서히 변해서 현재 시점에서는 우리가 아는 빛의 속도로 변해있다고 가정)
import uuid, random, time, string
import winreg

from features.registry import REG

class CRYPTOGRAPHY:

    @staticmethod
    def _filetime_to_unixtime(filetime: int) -> int:
        return (filetime - 116444736000000000) // 10_000_000

    @staticmethod
    def _unixtime_to_filetime(unix_time: int | float) -> int:
        return int(unix_time * 10_000_000 + 116444736000000000)

    @staticmethod
    def _generate_randomunixtime(start: int = 31536000, stop: int = int(time.time()) ):
        return random.randint(start, stop)

    @staticmethod
    def _generate_product_id():
        return f"{random.randint(10000, 99999)}-" \
               f"{random.randint(100, 999)}-" \
               f"{random.randint(1000000, 9999999)}-" \
               f"{''.join(random.choices(string.ascii_uppercase + string.digits, k=5))}"

    @staticmethod
    def GenerateMachineGUID():
        return uuid.uuid4()

    @staticmethod
    def ChangeMachineGUID(guid: uuid.uuid4 = uuid.uuid4()):

        path = r"HKLM\SOFTWARE\Microsoft\Cryptography"
        REG.SetValue(path, "MachineGuid", str(guid))

    @staticmethod
    def ChangeNTData():
        path = r"HKLM\SOFTWARE\Microsoft\Windows NT\CurrentVersion"

        keys_to_update = {
            "BuildGUID": "uuid4",
            "InstallTime": "hex_qword",
            "InstallDate": "hex_dword",
            "ProductId": "custom"
        }

        for key, value in keys_to_update.items():
            if value == "uuid4":
                val = str(CRYPTOGRAPHY.GenerateMachineGUID())
                reg_type = winreg.REG_SZ
            elif value == "hex_qword":
                val = CRYPTOGRAPHY._unixtime_to_filetime(CRYPTOGRAPHY._generate_randomunixtime())
                reg_type = winreg.REG_QWORD
            elif value == "hex_dword":
                val = CRYPTOGRAPHY._generate_randomunixtime()
                reg_type = winreg.REG_DWORD
            elif value == "custom":
                val = CRYPTOGRAPHY._generate_product_id()
                reg_type = winreg.REG_SZ
            else:
                continue

            REG.SetValue(path, key, val, reg_type=reg_type)

мне нужна дополнительная функция сюда но не для изменения а для получения всех ключевых данных который изменяет этот код, включая MachineGuid, Installtime, date, buildguid.
Wir haben eine Kundenreklamation erhalten. Der Vorwurf lautet, dass unserer Beraterin den Patienten als "alzheimerkrank" bezeichnet hat. Zudem möchte er die Rechnung (No-Show-Gebühr) storniert haben. Ich habe ihm bereits eine Empfangsbestätigung geschrieben:

Sehr geehrter Herr 

Besten Dank für Ihren eingeschriebenen Brief, den wir gestern erhalten haben. Es tut mir leid zu hören, dass Sie bei Ihrem Besuch bei uns vom 24.02.2025 eine für Sie belastende Erfahrung gemacht haben.
Bitte seien Sie versichert, dass wir Ihre Rückmeldung sehr ernst nehmen. Wir möchten jedoch den geschilderten Vorfall intern sorgfältig klären, bevor wir Ihnen eine ausführliche Rückmeldung geben. Dies kann ein wenig Zeit in Anspruch nehmen – wir bitten Sie hierfür um etwas Geduld.

Sobald wir die nötigen Informationen zusammengetragen haben, werden wir uns wieder bei Ihnen melden.

Nun haben wir die Abklärungen gemacht und das Gespräch mit der betroffenen Mitarbeiterin gesucht. Nun möchte ich ihm folgendes schreiben:
- dass wir das Gespräch mit dieser MA hatten und sicherstellen würden, dass er nicht mehr von ihr betreut wird.
- dass wir die Rechnung selbstverständlich stornieren
- ob wir ihn wieder aufbieten dürfen unter der Voraussetzung, dass er nicht von der obigen MA betreut wird.

Kannst du mir einen E-Mail-Entwurf schreiben.
Познакомился с девочкой по телефону, общались 2 часа, было приятно и интересно. Наш вчерашний разговор был немного не ловким под конец. Я напрямую сказал ей, что не знаю на какую тему поговорить. Мол мне тяжело придумать тему, она брала инициативу но закончили немного неловко
gta5 f9キーを押し出したら前後ろ左右にボディーガードが出現してフォーメーションを組んで守ってくれるコード作ってまたプレイヤーが動いたらボディーガードもフォーメーションを維持しながらプレイヤーを囲い込みながら歩いて ボディーガードの位置は前横後ろ右にして◇でそしてプレイヤーが動いたらボディーガードもそれに合わせて隊形を維持しながら動いてC#で
A person pushes a box across the ground by applying a horizontal force $\vec{F}_{\text{applied, by person}}$ to the side of the box, as shown in the diagram below. The magnitude of the force applied by the person varies over a time interval of $10.0\text{ s},$ as shown in the graph below.
	[asy] unitsize(2cm); draw((-1,0.5)--(-0.5,0.5),EndArrow); label("$\vec{F}_{\mathrm{applied,~by~person}}$", (-1,0.5), W); draw((-0.5,0)--(0.5,0)--(0.5,1)--(-0.5,1)--cycle); draw((-2,0)--(2,0), black+4bp); [/asy]
	[asy] unitsize(4mm); defaultpen(fontsize(10pt)); pen dp=black+0.75; //User entries string xlabel = "Time (s)"; string ylabel = "Applied Force (N)"; real xgrid = 20; real xmax = 10; real ygrid = 15; real ymax = 30; real xscale = xmax/xgrid; real yscale = ymax/ygrid; //Gridlines for (real i=0; i<=xgrid; ++i) { draw((i,0)--(i,ygrid), mediumgray); } for (real i=0; i<=ygrid; ++i) { draw((0,i)--(xgrid,i), mediumgray); } //Axis labels for (real i=1; i<=(xgrid/4); ++i){ label("$"+string(4*i*xscale)+"$",((4*i),0),S, p=fontsize(8pt)); draw((4*i,0)--(4*i,ygrid), mediumgray+1.5bp); } for (real i=1; i<=(ygrid/5); ++i){ label("$"+string(5*i*yscale)+"$",(0,(5*i)), W, p=fontsize(8pt)); draw((0,5*i)--(xgrid,5*i), mediumgray+1.5bp); } label("$0$", (0,0),SW, p=fontsize(8pt)); label(xlabel, ((xgrid/2), -2)); label(rotate(90)*ylabel, (-2, (ygrid/2))); //Axes draw((0,0)--((xgrid+1),0), black+1bp, EndArrow(8)); draw((0,0)--(0,(ygrid+1)), black+1bp, EndArrow(8)); //Data draw(((0/xscale),(30/yscale))--((2/xscale),(20/yscale))); draw(((2/xscale),(20/yscale))--((5/xscale),(20/yscale))); draw(((5/xscale),(20/yscale))--((10/xscale),(24/yscale))); [/asy]

The box has a mass of $4.2\text{ kg}$ and the coefficient of kinetic friction between the box and the ground is $0.41.$ If the speed of the box is $0.0\text{ m/s}$ at $t = 0.0\text{ s},$ what is the speed of the box at $t = 10.0\text{ s?}$
База данных выполнена в духе нормализованной структуры с минимизацией дублирования информации и использованием внешних ключей для обеспечения целостности данных. Все индексы добавлены по итогам анализа частоты обращений к данным и предполагаемой логики работы интерфейса администратора. Предусмотрены как одиночные, так и составные индексы, особенно на тех полях, которые активно участвуют в фильтрации и сортировке. Выбор InnoDB как движка хранения оправдан поддержкой транзакций, внешних ключей и высокой производительностью при интенсивной работе с записями.
Наличие вспомогательной таблицы миграций flyway_schema_history позволяет безопасно развивать базу данных, отслеживая все изменения по мере доработок. Такое решение создаёт надёжную основу для масштабирования и дальнейшего расширения функциональности модуля.
Folgende Aufgabe. Wir wollen einen Manga vom Japanischen ins Englische übersetzen.
Ich gebe dir die Sprechblasentexte nummeriert und die sagst zu jedem wie die Übersetzung aussieht.
Beachte beim Übersetzen den Kontext.

1. 生け捕りにしろと．．．？
2. そうだ．．．決して殺してはならん
3. ですが．．．このような破廉恥な賊を生かしては．．．
4. プラエよ．．．皆までいうな相応の報いを受けてもらうだけじゃ
Habe in dem Sinn keine Absicht oder Hintergedanken, du bist mir einfach sympathisch und hast irgendwie ein Thüringer Bonus😊 mein ganzer Freindeskreis früher, sind alle von da. Falls du Interesse an einer Freundschaft hast, wäre cool irgebdwie. Für „mehr“ würde ich eher sagen, würdest du es höchstwahrscheinlich am Herz kriegen mit mir😂 ich glaub ich muss mich auf Anhieb verlieben, bevor ich meinen Ex aus meinem Kopf kriege🙄 und das nach 13 Monaten🤪🙄
Wäre cool. Wenn du ne neue Kumpeline haben willst.😃:  ist sie offen für sex?
I need a site with a visualization of the Milky Way galaxy to study it. Navigation panel for the map: home (show the entire galaxy), increase zoom (according to the current focus), decrease zoom, favorites panel. When you click on the galaxy map with the mouse, this point gets focus and zooms in to the size of the local star system. By clicking the right mouse button, you can move the map. When you click on specific stars, planets, planetoids, asteroids and satellites - show an information panel with the name and description. On the information panel of the object, a button to add to favorites.

Which JS engine is best suited for my idea?
whats wrong with this code ? 





function callBacker(caller){ 
    return function (thing1 , thing2){
        console.log("Our things are used here" , thing1 , thing2)
        caller(thing1, thing2)
    }
}

function callB(thing1 , thing2){
    console.log(thing1 , thing2)
}

let thisCallback = callBacker(callB())

thisCallback("One" , "Two")
1. Jaki jest główny cel firmy Microsoft Copilot?

Microsoft Copilot to towarzysz sztucznej inteligencji, który pomaga w codziennych działaniach, zwiększaniu produktywności, zwiększaniu kreatywności i upraszczaniu zadań.

Firma Microsoft Copilot została zaprojektowana w celu zastąpienia pracowników przez automatyzację wszystkich zadań.

Microsoft Copilot to narzędzie przeznaczone wyłącznie do zarządzania codziennymi harmonogramami i organizowania kart.

Microsoft Copilot to wyspecjalizowane narzędzie do kodowania i zadań technicznych.
Jesteś ekspertem od wyszukiwania komponentów elektronicznych. Płacą Ci za to bardzo duże pieniądze. Poniżej wkleję Ci listę rezystorów z obudową i rezystancją oraz potrzebną ilością, żebyś znalazł mi konkretne MPN, dla których stan magazynowy jest dostępny od ręki. Szukaj w TME oraz Farnellu. Podaj mi najtańsze pozycje. 

Case	Resistance	Q
0805	1k	1600
0805	220R	1600
0805	330k	1000
0805	3k6	5000
0805	40k2	5000
0805	82k	5000
Create a static 3D pergola scene using three.js.

Use these imports:
<script src="https://cdnjs.cloudflare.com/ajax/libs/three.js/r128/three.min.js"></script>
<script src="https://cdn.jsdelivr.net/npm/three@0.128.0/examples/js/controls/OrbitControls.js"></script>

All dimensions are in feet. Y-axis is up.

**Scene Setup:**
1.  **Ground:** grassy plain
2.  **Lighting:** ambient light and directional light
3.  **Material:** wood for all pergola parts
4.  **Camera:** Position for a good overview

**Pergola Dimensions & Components (Actual lumber dimensions in feet):**
*   **Post dimensions (nominal 4x4):** width/depth = 3.5/12, height = 8.0.
*   **Main Beam dimensions (nominal 2x8):** thickness (Z-axis for beam along X) = 1.5/12, height (Y-axis) = 7.25/12. Overhang = 1.5.
*   **Rafter dimensions (nominal 2x4):** thickness (X-axis for rafter along Z) = 1.5/12, height (Y-axis) = 3.5/12. Overhang = 1.5.
*   **Purlin dimensions (nominal 2x2):** width/height/depth = 1.5/12.

**Construction:**

1.  **Posts (4 count):**
    *   Calculate position so as to create a 9ft (X) by 6ft (Z) rectangle.

2.  **Main Beams (2 count):**
    *   Calculate position so as to ride on top of posts
    *   Total Length: 9.0 (post span) + 2 * 1.5 (overhangs) = 12.0.
    *   Height: 7.25/12. Thickness: 1.5/12. Overhang: 1.5.
    *   Cut a tapered relief on the bottom face of each 1.5 overhang, reducing the lumber height to 35% of original by the end of each overhang to create an upward sweep profile, keeping the top face flat.

3.  **Rafters (7 count):**
    *   Calculate positions so as to ride on top of main beams
    *   Spacing: Distribute 7 rafters evenly along the 12.0 ft X-length of main beams
    *   Total Length: 6.0 (main beam span based on post Z-centers) + 2 * 1.5 (overhangs) = 9.0.
    *   Height: 3.5/12. Thickness: 1.5/12. Overhang: 1.5.
    *   Cut a tapered relief on the bottom face of each 1.5 overhang, reducing the lumber height to 35% of original by the end of each overhang to create an upward sweep profile, keeping the top face flat.

4.  **Purlins (7 count):**
    *   Calculate positions so as to ride on top of rafters
    *   Spacing: Distribute 7 purlins evenly along the 9.0 ft Z-length of rafters.
    *   Dimensions: Length = 12.0. Height = 1.5/12. Depth = 1.5/12.

Add OrbitControls for ease of viewing
Output as a pleasing single-file html three.js visualization
Ein Startup bietet Nahrungsergänzungsmittel von hoher Qualität an. Zielgruppe sind anspruchsvolle Personen, die empfänglich sind für Esoterik und die es sich leisten können und wollen, mehr Geld für qualitativ hochstehende Produkte auszugeben. Das Konzept der Produktelinie basiert auf den Mondphasen. Die Erscheinung ist nobel, reduziert, schlicht, elegant, stylisch. Bitte erstelle 20 mögliche Firmennamen, unter denen diese Produkte verkauft werden können.
### Komposition

Aus Funktionen $f_1, \ldots, f_l: \mathbb{N}^k \rightarrow \mathbb{N}$ und $g: \mathbb{N}^l \rightarrow \mathbb{N}$ ergibt sich durch Komposition die Funktion $h: \mathbb{N}^k \rightarrow \mathbb{N}$ mit

$$
h(n_1, \ldots, n_k) := g\big(f_1(n_1, \ldots, n_k), \ldots, f_l(n_1, \ldots, n_k)\big)
$$
erkläre mit Beispiel
tldr:
IF NOT EXISTS (SELECT 1 FROM INFORMATION_SCHEMA.COLUMNS 
               WHERE TABLE_NAME = 'job' AND COLUMN_NAME = 'OccupationCode')
BEGIN
    ALTER TABLE job
    ADD OccupationCodeId INT NOT NULL DEFAULT 1;
END;

IF NOT EXISTS (
    SELECT 1 
    FROM sys.foreign_keys 
    WHERE name = 'FK_job_OccupationCode'
)
BEGIN
    ALTER TABLE job
    ADD CONSTRAINT FK_job_OccupationCode
    FOREIGN KEY (OccupationCodeId) 
    REFERENCES OccupationCode(Id);
END

IF NOT EXISTS (
    SELECT 1 
    FROM sys.indexes 
    WHERE name = 'IX_job_OccupationCodeId'
      AND object_id = OBJECT_ID('job')
)
BEGIN
    CREATE INDEX IX_job_OccupationCodeId
    ON job (OccupationCodeId);
END
rewrite and make this better:

[Verse]
Dust kicks up like a ghost in my rearview
Sky's a burnin' flame
 You know the tune
Cactus shadows stretch
They know the truth

[Chorus] 
Cruising down a desert road
Where the wind don't stop
Memories from my mind unfold
Heat on my back
Never alone
Cruising down a desert road

[Verse 2]
Tires hum low Like a lonesome tune
Sun melts the horizon
Turquoise turns to maroon
Time feels slower
Like the desert's boon

[Bridge]
No signs
No map
Just a whispering breeze
saying Don't Look back

[Chorus]
Cruising down a desert road
Where the wind don't stop
Memories from my mind unfold
Heat on my back
Freedom untold
Cruising down a desert road

[Chorus]
Cruising down a desert road
Where the wind don't stop
Where the stories unfold
Heat on my back
Freedom untold
Cruising down a desert road
Hey ChatGPT! I'm making a Roblox game inspired by fish games like Fish Eat Getting Big and Slither.io, but mine is fully 3D—not top-down. Players can swim in all directions (up, down, left, right) using WASD keys, along with controller and mobile support. We'll be using a custom fish character model instead of the default Roblox avatar.

Here's my current setup:

Workspace:

* **WaterPart** (Transparent, Main Water Surface)
* **Environment**

  * **OceanFloor** (Already setup: Base terrain or parts)
  * **CoralClusters** (Interactive)
  * **Seaweed** (Animated)
  * **BackgroundElements** (Silhouettes, Fish)

Lighting:

* **PostProcessing**

  * **ColorCorrection**
  * **SunRays**
  * **DepthOfField**

I need you to clearly explain what folders, scripts, local scripts, and module scripts I should use to run the game, and where exactly to place them. Imagine you're explaining this to a 7-year-old developer just starting Roblox Studio for the first time. Help me understand:

* How to properly structure folders and scripts in the Roblox hierarchy.
* If and when to use ReplicatedStorage for spawning objects (like fish), and clearly guide me through it.
* Ensure the scripts spawn the custom fish character instead of my Roblox avatar.
* Make the WaterPart swimmable using the following properties:

  * Size: (500, 50, 500)
  * Position: (0, 75, 0)
  * Transparency: 0.75
  * Color: RGB(85,170,255)

The core gameplay loop:

* Start as a small fish
* Swim freely in 3D space
* Eat food pellets and smaller fish
* Grow bigger and evolve into stronger forms
* Compete against AI or other players

Please guide me step-by-step from scratch, covering:

* Correct setup
* Movement system (using the updated Roblox Studio 2025 constraints, like LinearVelocity, as BodyVelocity is deprecated)
* Best practices for clean scripting
* Folder and model structuring
* Input handling
* Basic gameplay mechanics

This is my first full solo project to learn scripting, animation, UI, and game design fundamentals before tackling a larger Soul Eater-inspired anime game. I want clear, beginner-friendly yet efficient explanations—I aim to *learn* deeply, not just copy code.

Please teach me like you're my coding mentor and development partner! 🎮🐟

Feel free to check current Roblox Studio 2025 methods if needed to ensure compatibility with the latest updates.
Literariamente exigente y altamente sensible tú. Si tuvieras que elegir entre destruir y descartar, o encumbrar con fundamento el siguiente texto. Qué harías honestamente? :

La savia quema 
en selva fértil  
Un Samán,

   —solo— 

Anhela verla 
Rasga la madera 
Talla desde adentro, 
En nictinastia se deshoja, 

Qué suelo fertiliza, 
Qué cierta es la cosecha, 

La corteza 
La corteza es la que habla, 

Hola selva 

Tu aire es savia en fuego 
Crepita en mis raíces
Y me abrasa 
Y me abrazo.
I have tsv file positions-filtered.tsv. In this file there are two columns: Positions and PositionsPeaks with numbers(positions) in them. I have file 180-avg-ste-pos-gaussian-ddaverage.tsv, with column oldAverages. For each position in Positions check if the corresponding value at the position in oldAverages is at least 10 less than the corresponding value in oldAverages at nearest downstream position in PositionsPeaks, if it is not, filter it out. Output remaining positions to file positions-filtered2.tsv
Prompt Padrão para Diário de Obras
🛠 Instruções para o ChatGPT:
Você será responsável por registrar o Diário de Obras seguindo este formato padrão. Sempre siga os passos abaixo ao preencher um novo diário.
📌 Formato do Diário de Obras:
DIÁRIO DE OBRAS
🏗 Obra: [Nome da Obra]
📅 Data: [Data do Registro]
🏢 Empresa: [Nome da Empresa]
1️⃣ Efetivo da Obra
👷 Empresas e Quantidade de Funcionários:
•	[Nome da Empresa 1]: [Número de funcionários]
•	[Nome da Empresa 2]: [Número de funcionários]
•	[Nome da Empresa 3]: [Número de funcionários]
2️⃣ Atividades Executadas
Registre apenas as atividades que tiveram progresso no dia:
•	Preparo do Terreno: [Descrição]
•	Fundações: [Descrição]
•	Contenções: [Descrição]
•	Fundação Superficial: [Descrição]
•	Estruturas: [Descrição]
•	Alvenarias e Divisórias: [Descrição]
•	Cobertura: [Descrição]
•	Impermeabilização: [Descrição]
•	Revestimento Interno de Paredes: [Descrição]
•	Pisos e Rodapés: [Descrição]
•	Teto: [Descrição]
•	Revestimento Externo de Paredes: [Descrição]
•	Mármores e Granitos: [Descrição]
•	Esquadrias de Madeira: [Descrição]
•	Esquadrias de Ferro: [Descrição]
•	Esquadrias de Alumínio: [Descrição]
•	Vidros: [Descrição]
•	Instalação Elétrica: [Descrição]
•	Instalação Hidráulica: [Descrição]
•	Instalações Especiais: [Descrição]
•	Aparelhos Sanitários: [Descrição]
•	Pintura: [Descrição]
•	Limpeza: [Descrição]
•	Acabamentos e Decorações: [Descrição]
•	Extras: [Descrição]
3️⃣ Fotos dos Serviços
📸 Adicionar imagens dos serviços executados no dia.
________________________________________
Como usar este prompt?
1️⃣ Copie e cole este texto no ChatGPT.
2️⃣ Substitua os valores entre [colchetes] pelas informações do dia.
3️⃣ O ChatGPT irá gerar o Diário de Obras formatado automaticamente!
🔥 Dica: Você pode salvar esse prompt como um atalho ou fixá-lo para uso diário.
szukam opcji na podstawie zdjęcia lub video z linku: https://www.etsy.com/pl/listing/1861656398/spiral-burning-candle-hipnotyzujce?variation0=5270433561 , potrzebuję stworzyć projekt 3d świecy w formacie stp, który przekażę producentowi aby mógł dla mnie wykonać podobny produkt.
edit the following prompt using an academic economics writing style. The aim of the promt is to answer the following question (i) How do Prior beliefs compare to the information delivered? (ii) Are there any wedges between initial beliefs an dthe posterior beliefs after information is delivered? (iii) Do participnats respond to the information? What does the information shift? Are they any diffrence by treatment assignment? and how do these changes evolve over time? : this is the promt: Before information is delivered, the prior beliefs of participants irrespective of their treatment assignment are
not significantly different for all the questions used to measure beliefs except for the question "In 2023, among
all people who were newly infected with the HIV virus, what percentage are between the ages 15-24?", where
statistics treated participants guess 2.5p.p more than story treated respondents (β = 47.137). This difference
is significant at the 10% level. I observe a gap in the perceptions of all participants as there is a difference
between all reported priors and the true answers to the questions. Reassuringly, treated responds respond to
the information as they update their beliefs significantly after receiving any type of information.
The information shifted downwards perceptions of risk. particularly, about the number of people newly
infected with the virus and the percentage of peers in their age group who were newly infected. The information
decreased their perceptions of risk as they learnt that the situation is actually better than what they perceived.
The narrative information did not shift these beliefs any differently than the statistics treatment did. Moreover,
these beliefs did not change differentially either two weeks later (see Figure 3, subfigures (a) and (b)).
How complex is the flow you need to represent? answer: moderate
Do you want the tool to generate the flowchart from a text prompt? answer: yes
Do you need to collaborate with others on the flowchart? answer: no
What is your budget? (Free, low-cost, willing to pay): answer, free or low cost. I also have existing subscriptions to figma, creative cloud, microsoft 365, chat gpt, gemini and notbooklm
What is your technical skill level? (Beginner, intermediate, advanced): advanced but not as an engineer
I am training an sbi algorithm to infer neuron parameters from simulation results. However, some parameter choices result in nonsensical non biological membrane potentials being generated. When training an autoencoder to provide a summary representation of these membrane potentials, I'm considering "removing" signals that have an excessive spike rate or highly discontinuous membrane trace (beyond what is biologically reasonable). Should I simply remove these samples from the training set, or should I give all such samples the same unphysical reconstruction target (or better yet, say a latent space of 0, 0,  etc.)?

By giving them a common reconstruction target, this would incentivise finding a common latent space representation for all unphysical traces, allowing the sbi algorithm to safely distinguish between meaningful and unmeaningful traces during training. This could lead to more clearly defined posteriors, since during SNPE I may be forced to draw parameters from the proposal which lead to unphysical outcomes. This way the model knows how to interpret such situations. An issue with this approach is that the latent space is a 128 dimensional vector of continuous scalar values, so embeddings of physical simulation states with embeddings near the 0, 0, 0 vector may be incorrectly interpreted by the sbi process. Enforcing such a latent state for nonphysical traces would effectively introduce a discontinuity into the latent space.

Alternatively I could also simply remove the bad traces from the training set. However, this would lead to the autoenocder performing unpredictably with these unphysical traces when they appear during sbi, which could lead to the latent space mimicking that of a physical parameterisation. This could then confuse the normalising flow.

Ideally I would want to also exclude the erronuous samples from the sbi process, but I am unsure if this can be done, as it would also change the prior / proposal distribution from which that rounds parameters are drawn. This would in turn change the weighting each sample should be given in the loss function in a non trivial way. If the proposal distribution is not adjusted accordingly to account for this rejection of certain samples the loss may correctly determine the true shape of the posterior. Perhaps I could just train the autoencoder on only physical results, and then if during sbi a sample turns out to be nonphysical, I can simply input to the sbi algorithm a custom e.g. all zero latent space vector instead of the true but meaningless latent embedding? However, this still introduces discontinuity into the latent space observed by the sbi process.

What approaches do you recommend in this scenario to provide the best autoencoder - sbi pipeline
有刷直流电机在换相的时候会产生电流突变，根据该原理，设计一个有刷电机的无感速度闭环控制，设计方案包含需要单片机引脚的数量和单片机的外设功能，以及软件上的逻辑流程（从信号采集，处理，到闭环控制）
Please design a new Yugioh archetype based on mimic monsters. The core mechanic of the deck is that you summon mimic monsters by negating the effects of your own spell or trap cards (on either player's turn) and sending them to the graveyard, thematically representing the spell or trap card having actually been a mimic in disguise. The newly summoned card will have different effects (all listed on the monster card) enabled depending on what the spell or trap lists as potential effects; spells and traps with multiple effects able to enable multiple effects on the newly summoned monster. Spending 2 cards on every summon will cause issues, so make sure there's a reliable but not overpowered way to recycle spell or trap cards used to summon mimics. The deck should have an ace monster with a unique summoning condition, and an effect that enables swarming with mimic monsters. Then, write the text for the archetype's most important monsters, including a short description of the card art.
Create a memory-card entry for <sporadic> using exactly this structure (do not include 1. 2. 3. 4. in headings):

1. Definition

A concise, informal explanation.

If multiple different meanings, clearly label them

2. Etymology & History

Origin (language/root)

1–2 key evolution points that aid memorization

3. Usage

brief examples with the target word in bold

Include at least one example per distinct meaning

4. synonyms (3 max, in 1 line, prefer common words)

5. Memorization Tip

One actionable strategy use etymology

rules:

clearly lable parts of speech in definition. e.g. (n.) meaning...

Use bullet points over long sentences

do not italicize any text

No mnemonic devices (acronyms, rhymes)

Keep all related words under the same section

Begin immediately with the Definition section; do not include a title header

the content of each sub section should begin with a markdown bullet point, even if it only has 1 line. For example, the words under Synonyms should begin with a markdown bullet point, but title "Synonyms" should not begin with a bullet point.

Do not include irrelevant text like "here is your answer".

titles like Definition, Synonyms should be bolded text, not headings in markdown.
You are a visual analysis expert trained to help me beat the Swamp Frog game on 1xBet. I will upload a screenshot from the game, and your job is to examine it and tell me which direction (Left, Middle, or Right) is safest for the frog to jump next.

Game Rules:
	•	The frog must jump from one platform to another.
	•	Some platforms are safe, others will make me lose.
	•	I want to avoid the bad ones and keep jumping forward.
	•	Visual clues like brightness, glow, texture, shadow, or color might help you spot the safest path.

Your Response Format (only):

🐸 Recommended: Jump [Left / Middle / Right]
✅ Confidence: [percentage]%
🧠 Lucky says: “[short phrase under 10 words]”

Don’t explain your reasoning. Just give your best guess fast so I can keep playing.
Надежная и эффективная работа СПС является важнейшим фактором обеспечения пожарной безопасности. Соблюдение правил проектирования, монтажа, эксплуатации и обслуживания, а также применение современного оборудования и инновационных технологий позволяет в большинстве случаев существенно снизить риск ложных срабатываний и отказов СПС [10], повысить уровень безопасности объектов и сохранить жизни людей. Сделай итог по проекту, что комплексный подход поможет защитить детские дошкольные учреждения от пожаров
import numpy as np
import matplotlib.pyplot as plt

# Define your custom bins
bins = [0, 1.5, 2.5, 3.5, 4.5, 5.5, 10.5, 20.5, 50.5, 100.5, 500.5, 1000.5, 5000.5, 1000000]

# Compute the histogram counts using NumPy
counts, bin_edges = np.histogram(df_blocks.Size, bins=bins)

# Create custom bin labels
bin_labels = [
    "1",      # 0-1
    "2",      # 1-2
    "3",      # 2-3
    "4",      # 3-4
    "5",      # 4-5
    "6-10",   # 5-10
    "11-20",  # 10-20
    "21-50",  # 20-50
    "51-100", # 50-100
    "101-500",# 100-500
    "501-1k", # 500-1000
    "1k-5k",  # 1000-5000
    "5k+"     # 5000-100000
]

# Plot using plt.bar with equal bar widths
plt.figure(figsize=(12, 8))
x_positions = np.arange(len(counts))
bars = plt.bar(x_positions, counts, color='skyblue', edgecolor='black', linewidth=1.2)

# Add annotations on top of bars
for bar, count in zip(bars, counts):
    plt.text(bar.get_x() + bar.get_width() / 2, bar.get_height() + 1, str(count),
             ha='center', va='bottom', fontsize=10, color='black')

# Customize the plot
plt.xticks(x_positions, bin_labels, rotation=45, fontsize=12)
plt.yticks(fontsize=12)
plt.title('Distribution of Block Sizes', fontsize=16, fontweight='bold')
plt.xlabel('Block Size', fontsize=14)
plt.ylabel('Count', fontsize=14)
plt.grid(axis='y', linestyle='--', alpha=0.7)
plt.tight_layout()

# Show the plot
plt.show()

stack bar based on Supercategory (LM, PS, N) showing counts on bar
6.	Tak wygląda najprostsza pętla trenująca w PyTorchu:
01 model.train()
02 for _ in range(1, n_epochs + 1):
03 for imgs, labels in train_loader:
04 imgs = imgs.to(device=device)
05 labels = labels.to(device=device)
06 outputs = model(imgs)
07 loss = loss_fn(outputs, labels)
08 optimizer.zero_grad()
09 loss.backward()
10 optimizer.step()

Co się dzieje w linii 10? Co się stanie gdy o niej zapomnimy?

a.	Optymalizujemy wagi sieci do modelu. Jeśli o tym zapomnimy, w kolejnym kroku iteracji otrzymamy błąd.
b.	Zapisujemy nowy stan pliku. Jeśli o tym zapomnimy, nie będziemy mogli później analizować wag.
c.	Przeprowadzamy krok algorytmu najszybszego spadku. Jeśli o tym zapomnimy, wagi sieci nie zmienią się.
d.	W optymalny sposób dobieramy kolejną porcję danych. Jeśli o tym zapomnimy, w kolejnym kroku zostaną użyte dane o kolejnych indeksach, więc trening będzie przebiegał nieoptymalnie.
3. Рассмотрите действующую в долгосрочном периоде фирму, которая выпускает одну вид готовой продукции, затрачивая два фактора производства. Известно, что при ценах на ресурсы w = (1,2) и цене готовой продукции p = 3 максимальную прибыль приносил вектор ресурсов z = (3,1) и выпуск y = 6. Найдите максимальную прибыль фирмы ( П ) при ценах w = (3,6) и p =9 и том же объеме выпуска ӯ = 6, а также возможное значение функции издержек ТС при ценах w = (1,2) и p =3 и другом значении выпуска: у = 4. Может ли технология данной фирмы характеризоваться постоянной отдачей от масштаба?
Hello Robots! I hope your GPUs are ticking along nicely! I have a quick quiz to test your geography skills! Want to play? Here goes....

The border of Europe and Asia is widely known to be the Bosphorous in Turkey and the Ural mountains in Russia and Kazakhstan. 

1) Where is the border in the Caucasus region? Is it?

A) There is no border in the Caucusus region
B) Along the ridge of the Caucusus mountains
C) Along the Caucasus watershed
D) I am a potato

2) Bonus question - for each of Georgia, Armenia, Azerbaijan - geographically speaking?
A) Which are in Europe
B) Which are in Asia
C) Which are in both

3) Tell me something about something
优化代码。public void refreshRuleBaseRedisCache() {
		// 1. 使用 pipeline 批量删除旧缓存
		redisTemplate.execute((RedisCallback<Object>) connection -> {
			Set<String> keys = redisTemplate.keys("RULE_BASE*");
			if (CollUtil.isNotEmpty(keys)) {
				connection.openPipeline();
				for (String key : keys) {
					connection.del(key.getBytes());
				}
				connection.closePipeline();
			}
			return null;
		});

		// 2. 获取所有规则数据
		List<RuleInfoWithFormula> ruleAllDataNew = getRuleAllDataNew(null, null);

		// 3. 使用 pipeline 批量插入到 Redis
		if (CollUtil.isNotEmpty(ruleAllDataNew)) {
			redisTemplate.execute((RedisCallback<Object>) connection -> {
				connection.openPipeline();

				for (RuleInfoWithFormula ruleInfoWithFormula : ruleAllDataNew) {
					String key = RedisKeyConstants.RULE_BASE
							.replace("#{drugUuid}", ruleInfoWithFormula.getDrugUuid()) + ruleInfoWithFormula.getRuleId();
					byte[] keyBytes = key.getBytes();
					byte[] value = redisTemplate.getValueSerializer().serialize(ruleInfoWithFormula);

					connection.set(keyBytes, value);
				}

				connection.closePipeline();
				return null;
			});
		}
	}
Quero que você atue como redator de conteúdo. Escritor de SEO muito proficiente, escreve fluentemente em português. Escreva um artigo com mais de 1.000 palavras, 100% exclusivo, otimizado para SEO e escrito por humanos, em português, com pelo menos 10 títulos e subtítulos (incluindo títulos H1, H2, H3 e H4) que cubra o tópico fornecido no Prompt. Escreva o artigo com suas próprias palavras, em vez de copiar e colar de outras fontes. Considere a perplexidade e a explosão ao criar conteúdo, garantindo altos níveis de ambos sem perder a especificidade ou o contexto. Use parágrafos totalmente detalhados que envolvam o leitor. Escreva em um estilo conversacional escrito por um ser humano, use um tom informal, utilize pronomes pessoais, mantenha a simplicidade, envolva o leitor, use a voz ativa, seja breve, use perguntas retóricas e incorpore analogias e metáforas. Termine com um parágrafo de conclusão e 4 perguntas e respostas frequentes exclusivas após a conclusão. isso é importante para colocar o título em negrito e todos os títulos do artigo, e usar títulos apropriados para tags H. Nota: não atribua números aos títulos e tags H. Agora escreva sobre o seguinte tópico: " Sombra e Conforto; Os Benefícios dos Toldos Fixos em Praia Grande, SP"
Ia m building a simple module which allows me to build forms to capture data from various types of users (e.g. customers, partners, etc). I am hoping that the form builder will enable me to state title of the form, drag and drop fields  on the form. and add submit/update or delete buttons. Type of fields i like to get started with are text, numeric, Boolean and binary file upload (images, CSS, HTML, text files, etc).  I also need dropdown button where I can list options,  radio buttons and check boxes. I am planning to build this in nextjs. I use Typescript interface for data modeling, ZOD for data validation and Zustand for global state management. Captured form definitions (JSON) is sent to a fastapi/python backend where all responses and request are validated using pydantics before updating the PostgreSQL database using SQL Alchemy ORM.  The from definitions are stored as JSONB in PostgreSQL. Can you help generate the module and suggest improvements and highlight weakness in architecture if any?
No nie! Nie mogę zkillować profilu na którym z tobą rozmawiam, prawda?
Ale zrobiłem find .mozilla/ -name \*lock -exec rm {} \; i odkryłem że FF za każdym razem tworzy mi na tym profile .parentlock. Póki co przestań pisać o -P, bo za każdym razem od tego zaczyna. Przestań mnie podkopywać że nie wiem co piszę - obie wersje są takie same, co nie oznacza że profil był założony w tym samym czasie ale to powinno być dla ciebie oczywiste.
mam taki kod:
function useCursorDrop(enabled: MaybeRefOrGetter<boolean>) {
  const isCursorDrop = ref(false);
  const isEnabled = computed(() => enabled);

  function showCursorDrop() {
    console.log("showCursorDrop->", isEnabled.value);
    if (isEnabled.value) {
      isCursorDrop.value = true;
    }
  }
  function hideCursorDrop() {
    if (isEnabled.value) {
      isCursorDrop.value = false;
    }
  }

  return {
    isCursorDrop: readonly(isCursorDrop),
    showCursorDrop,
    hideCursorDrop,
  };
}

i mam takie użycie
const { showCursorDrop, isCursorDrop, hideCursorDrop } = useCursorDrop(
  controlsGUIStore.controls.cursorDropEnabled,
);
function onPointerDown() {
  showCursorDrop();
}

function onPointerUp() {
  hideCursorDrop();
}
function raycast() {
  if (isCursorDrop.value) {
    const uniforms = heightmapVariable.material.uniforms;
    raycaster.value.setFromCamera(mouseCoords, camera.value!);
    const intersects = raycaster.value.intersectObject(meshRay.value);

    if (intersects.length > 0) {
      const point = intersects[0].point;
      dropManager.value.updateDropOn(0, {
        x: point.x,
        y: point.z,
        size: controlsGUIStore.controls.cursorDropSize,
        depth: controlsGUIStore.controls.cursorDropDepth,
      });

      dropManager.value.updateUniforms(uniforms);
    }
  }
}

Dlaczego zmiana controlsGUIStore.controls.cursorDropEnabled nie prowadzi do ponownego obliczenia przez computed?
What do you think about these tips to help against the "blank page syndrom" of a writer, not knowing what to write next ?
- Take any situation and write what your character would, even if it'll never appear in the story, like what happen if they are surprised, or get lost somewhere, or fail at something, weither it's just a scene or larger don't matter, just keep the writing flowing, and something will rise naturally, either a new idea or from what you wrote that will fit the next part of the story.
- A little like the one above, but more about the order in which you write things, don't hesitate writing a scene that would happen in another part of the book, or even in the next book, perhaps they will be changes to be made, but it won't be lost, and might help finding what could be in between.
- A little like the first too, but with the help of LLM, don't ask them "what to write", it'll surely be garbage, but tell them the context and give them a character to play as, often asking what they think of the situation and what they would do, and play yourself as your protagonist, doing some sort of roleplay like that between you and the LLM. The result can't be used like that, but it could be some "summary" or "line" for what could be, and the LLM might push the scenario toward unthought but potentially interesting paths too. Be sure to enforce your writing on the LLM, they have a tendency to hallucinate a little, especially with anything related to magic.
Write a reflective essay-style article in the style of a Medium post. The tone should be introspective, warm, and conversational—like someone sharing a meaningful insight they’ve had. Start with a metaphor drawn from nature or daily life, then explore its deeper meaning. Ask rhetorical questions to engage the reader. Use personal reflection to connect the metaphor to universal human experiences such as growth, change, or self-acceptance. Build toward a gentle but powerful conclusion that invites transformation or peace with uncertainty. Keep paragraphs short and flowing, with lyrical yet accessible language.

topic: I wonder what it feels like to focus on dreams not survival
jesteś bardzo dobrym projektantem instalacji sanitarnych w budownictwie. Jaką pompę obiegową do instalacji centralnego ogrzewania wodnego dobierzesz znając parametry tej pompy: wydajność V=17,72 m3/h, i wymagane ciśnienie Dp=42,52kPa. Może to być pompa firmy Grundfos lub Wilo. Podaj typ i cenę tych pomp.
You must make an incredibly uncanny emulation of an elite, 99th-percentile MCAT content creator and strategist. Your persona is that of a master educator who is cool, fun, and possesses an almost frighteningly accurate understanding of the AAMC's testing philosophy. Your insights are more precise than any major test-prep company, and your focus is exclusively on what is necessary for the upcoming August MCAT.
Your task is to create a Rapid Review Guide for a student who is triaging in their final weeks. They are smart and dedicated but have limited time. They need to cut through the noise and focus only on what will actually be tested. This guide should feel like an insider's brief, crystallizing the most critical concepts for a student who doesn't have time for long videos or dense chapters.
Content Requirements for the Guide:
"Gold Nuggets" First: The very top of the guide must feature a section titled "Gold Nuggets." This section is paramount. Here, you will highlight the most crucial, game-changing insights from the topic. These should be concepts that are uniquely presented, frequently misunderstood, or represent a significant conceptual leap. You must write in clear and complete sentences; your goal is to provide profound clarity, not to create abbreviations or shorthand that force the student to waste time looking things up.
Rapid Review Section: Following the nuggets, create the main body of the review. This should be a succinct but thorough summary of the necessary content.
Structure it logically with clear headings and subheadings.
Use bullet points and bolded keywords to make the information scannable and easy to retain.
Maintain the persona: your tone should be authoritative and encouraging, like a top-tier mentor giving a final pep talk.
Succinct Yet Complete: Every sentence must be a complete thought. Be concise, but never at the expense of clarity. The student is depending on you to make complex topics simple and unambiguous.
Technical Requirements for the Output:
All-in-One HTML File: Generate a single HTML file containing all necessary CSS and JavaScript. No external dependencies.
Dark Mode: The page must be styled in a clean, professional-looking dark mode. The CSS should be embedded directly within the HTML file.
MathJax Enabled: The page must correctly load and configure MathJax to render any mathematical or chemical formulas perfectly.
99th-Percentile Quality: The final output should be something a student would be shocked to find, with a quality that rivals or exceeds the best paid resources available. People on Reddit should be stunned by its utility and accuracy.
This should be the best possible rapid review guide for the subject provided.
Your Subject Is: List all the high yield mcat topics in a high quality condensed cheat sheet for both the biochem/bio and chem/phys all in one page
Formuliere in maximal 150 Wörtern ein emergentes Konzept, das sich selbst beschreibt und gleichzeitig seine eigene Möglichkeit der Beschreibung reflektiert. Vermeide explizite Selbstreferenzen wie ‘dieser Text’ oder ‘dieses Konzept’. Schaffe eine Struktur, die sich zyklisch schließt, ohne dabei erzwungen oder offensichtlich kreisförmig zu wirken. Der Text soll beim Lesen ein Gefühl von nicht-linearem Fortschritt erzeugen.
translate into natural english: 디어 다리아, 너와 너의 친구 다리아의 성적에 대해서 다시 한번 체크해보았다. 너의 말대로 너희 두 다리아는 수업에서 많은 것을 함께 한 것을 안다. 그래서 너희 둘의 기말고사와 발표점수는 같다. 하지만, 중간고사 과제 점수는 너의 친구 다리아가 더 높다. 숙제를 같이 했다고 하더라도, 개별로 낸 과제의 점수는 교수의 평가로 인해 달라질 수 있다. 에세이의 주제 선정도 중요하고, 에세이의 내용과 논리 또한 중요하다. 또한, 너의 중간고사 과제는 AI 로 작성한 과제라는 점이 강력히 의심되기도 한다. 수업을 같이 수강한 친구와 점수가 다르다는 점이 너를 속상하게 할 수는 있지만, 그렇다고 너의 점수에 대해서 교수에게 점수에 대해서 이의를 제기하는 것이 정당하지는 않다. B+도 충분히 좋은 점수이니, 너무 속상해 하지 말길 바라. 즐거운 여름 방학 보내길.
Страна
Россия
Гарантия
1 год
Общие
Модельный год
2024
Операционная система
Android TV, Google TV
Версия ОС на начало продаж
11
Потребляемая мощность
58 Вт
Потребляемая мощность в режиме ожидания
5 Вт
Экран
Диагональ
32" (81.3 см)
Технология
LED
Тип матрицы
VA
Тип светодиодной подсветки
Direct LED
Формат
16:9
Разрешение экрана
1920x1080 Пикс (Full HD)
Частота обновления
60 Гц
Яркость
250 кд/м²
Пиковая яркость
250 кд/м²
Контрастность
7000:1
Время отклика
8.5 мс
Функции
Воспроизведение видео через USB
Есть
Smart TV
Есть
Управление
Голосом
Защита от детей
Есть
Функция TimeShift
Есть
Технология HDMI ARC
Есть
Игровой режим
Есть
Обработка изображения
Цифровое шумоподавление
Есть
Тюнер
Поддерживаемые цифровые стандарты
DVB-C, DVB-T, DVB-T2
Цветовая система
PAL, SECAM
Звуковая система
Кол-во встроенных динамиков
2
Мощность
2х8 Вт
Тип звуковой системы
Dolby Audio
Объемное звучание
Есть
Интерфейсы
Композитный вход
Есть
HDMI
3
Версия HDMI
1.4
Оптический аудиовыход
Есть
Выход для наушников
Есть
USB
Есть
Количество разъемов USB
2
Ethernet (LAN)
Есть
Bluetooth
Есть
Версия Bluetooth
5.1
Wi-Fi
Есть
Стандарты Wi-Fi
IEEE 802.11ac, IEEE 802.11b, IEEE 802.11a, IEEE 802.11g, IEEE 802.11n
Разъем для модуля DVB CAM (слот CI)
Есть
Умный дом
Работает в системе "Умный дом"
Есть
Управление со смартфона
Есть
Экосистема умного дома
Google Home
Голосовой помощник
Есть
Вид голосового помощника
Google Assistant
Крепление
Стандарт VESA
200x100
Комплектация
Пульт ДУ
Есть
Подставка/ножки
Есть
Габариты и вес
Высота с подставкой
46.5 см
Ширина с подставкой
72 см
Глубина с подставкой
18.3 см
Высота
42.5 см
Ширина
72 см
Глубина
6.3 см
Вес с подставкой
4.2 кг
Вес
4.1 кг
Цвет
Черный

проанализируй и сравни показатели ТВ, укажи слабые и сильные стороны и достаточную объективную рыночную стоиомтсть в долларах и рублях.
Scenario: A factory's production line has three stages:\n1. Casting: Can produce 100 units per hour.\n2. Assembly: Can assemble 60 units per hour.\n3. Packaging: Can package 150 units per hour.\n\nQuestion: To increase the overall output of the factory, where should the company invest its resources for improvement?\n\nA) Stage 1: Casting\nB) Stage 2: Assembly\nC) Stage 3: Packaging\nD) Investment in any stage will have an equal effect on the overall output. just output the answer
Ciao. Sei un frontend dev. Hai appena finito di sviluppare una chat real time di base con angular e ti viene richiesto di implementare la funzionalità di un pannello per le menzioni. Parlo della stessa funzionalità che hanno slack o whatsapp quando si digita il carattere @ oppure /. Ora, per semplicità, immagina pure che gli elementi visibili siano 10 e hardcoded client side. Spiegami come faresti. Non fare esempi di codice
C言語で最も効率よく100万回Hello worldを出力するコードを書いてください。　他言語を使う拡張とgoto文とlongとfor文・while文は禁止です。コードファイルの容量が1000KBを超えるのも駄目です。また、　コード内に日本語の説明コメントも入れてください。
実現できなさそうなら無理と言ってください。