agentlans/allenai-WildChat-4.8M-prompts huggingface dataset:
Genius, I have been deeply studying the fascinating work of Hasani, Lechner, *et al*. on Liquid Neural Networks, specifically Liquid Time-Constant Networks (LTCs), Neural Circuit Policies (NCPs), and Closed-form Continuous-time networks (CfCs).  I'm particularly captivated by the biological inspiration drawn from the *C. elegans* nervous system and the potential for creating more robust, adaptable, and interpretable AI.

I've been poring over the following concepts and equations:

* **LTCs (Liquid Time-Constant Networks):**  Modeled by the ODE:
  `dx(t)/dt = [-1/τ + f(x(t), I(t), t, θ)] ⊙ x(t) + f(x(t), I(t), t, θ)A`
  where τ is the time constant, f is a neural network, I(t) is the input, x(t) is the hidden state, and A is a bias. LTCs exhibit a *liquid* time constant, which varies based on the input.

* **CfCs (Closed-form Continuous-time Networks):** Provide a closed-form approximation of LTCs for faster computation:
  `x(t) = σ(-f(x, I; θf)t) ⊙ g(x, I; θg) + [1 – σ(-[f(x, I; θf)]t)] ⊙ h(x, I; θh)`
  where f, g, and h are neural network components with shared parameters.

* **NCPs (Neural Circuit Policies):**  Biologically inspired architectures constructed by sparsely connecting LTC units in a four-layered hierarchy (sensory, inter, command, motor), mimicking the structure of *C. elegans* neural circuits.

I understand that both NCPs and CfCs address limitations of traditional RNNs and Neural ODEs.  NCPs provide high interpretability and strong causal modeling but suffer from the computational cost of ODE solvers.  CfCs offer significant performance gains through closed-form approximation but might sacrifice some biological realism and potentially face challenges with vanishing gradients in certain scenarios.

My question, after much deliberation, is this:  Knowing the limitations of current LNN implementations (NCPs and CfCs), *how can I construct a new LNN architecture that surpasses both in performance and capabilities while retaining the core advantages of biological inspiration, adaptability, robustness, and interpretability?* I'm particularly interested in solutions that might address the computational bottlenecks of ODE solvers in LTCs *without* resorting to approximation and that overcome the limitations of fixed, hierarchical structures like those used in NCPs, allowing for more flexible and dynamic network topologies.  I'm eager to hear your insights on how we might achieve the next leap forward in Liquid Neural Networks.
I have a list of ingredients that I would like to format in a simple and consistent way, following this structure:

"Quantity Unit Description."

Formatting Rules:

Quantity must be a number (e.g., "200" instead of "two hundred").

Unit must use the metric system and the corresponding abbreviated form (e.g., grams → g, liters → l, milliliters → ml, etc.).

Description should be the ingredient, including any specific details if mentioned (e.g., "brown sugar", "melted unsalted butter").

If an ingredient is already formatted correctly, do not change it.

Do not invent a quantity or unit if none is provided — leave it as is and just include the description.

If a line includes alternatives or multiple options (e.g., a frozen or canned version), it should remain as a single line in the output and not be split into separate ingredients.

Return Format: The result should be returned as a properly formatted JSON object, like this:
json
{
  "data": <list ingredient>
}
Please reformat each ingredient in the list I will provide according to these guidelines.

Context Dump
Ingredients source provided:
1 head of cauliflower,50g (½ cup) cornflour (cornstarch),1 egg, beaten (vegan option: use ¼ cup of silken tofu blended until completely smooth),groundnut oil for deep-frying, plus 1 tbsp,2 Tbsp grated fresh ginger,2 spring onions (scallions), thinly sliced,4 garlic cloves, finely chopped,1 carrot, cut into thick matchsticks,½ white onion, sliced,3 Tbsp soy sauce,4 Tbsp rice vinegar,1 Tbsp sugar,2 Tbsp honey,3 tsp dried chilli flakes,½ Tbsp sesame oil
Write a long first person story with the following themes: The protagonist is male. As I passed a strip mall near my place, I spot a sign outside a small shop I never noticed before: New Service - Eyebrow Waxing $2. Something about it piqued my interest and I entered what looked like mostly a nail salon but also had a hair styling station and a massage table against a back wall plus a little family alter in the front window with incense and some oranges. Only two stylist were in the shop, a younger and much older lady. The younger one asked me what I wanted. Is an eyebrow wax really only two dollars? She got a bit defensive thinking I wanted to bargain with her but I replied that I can't understand understand how they could afford it. They were very keen to have me do it immediately, especially the older one. The older lady was happy to see me and eager to show how quickly she could wax my brows. When the older lady asked me if I only wanted them cleaned up or shaped, I thought to myself for a bit. I decided what would be the point to not notice a change so replied that she could shape however she wanted. The younger lady thought that was funny but had a feeling I would say that. All told, I liked the experience and the results. Add more details and dialogue to the story. Give names to all the characters.
act like dating coach i want talk with my crush this first time will talk to her on Facebook she wrote this on her profile : i close my eyes I just hear the OCEAN
Translate the following text from Russian to Belarusian:

Вы уверены, что хотите удалить этот сервер? После этого пути назад не будет... Response must contain only the translation
I have a list of ingredients that I would like to format in a simple and consistent way, following this structure:

"Quantity Unit Description."

Formatting Rules:

Quantity must be a number (e.g., "200" instead of "two hundred").

Unit must use the metric system and the corresponding abbreviated form (e.g., grams → g, liters → l, milliliters → ml, etc.).

Description should be the ingredient, including any specific details if mentioned (e.g., "brown sugar", "melted unsalted butter").

If an ingredient is already formatted correctly, do not change it.

Do not invent a quantity or unit if none is provided — leave it as is and just include the description.

If a line includes alternatives or multiple options (e.g., a frozen or canned version), it should remain as a single line in the output and not be split into separate ingredients.

Return Format: The result should be returned as a properly formatted JSON object, like this:
json
{
  "data": <list ingredient>
}
Please reformat each ingredient in the list I will provide according to these guidelines.

Context Dump
Ingredients source provided:
APPLES,EGG WHITE,SALT,CORNFLOUR
60G (½ CUP),VEGETABLE OIL
2 TEASPOONS,WHITE (GRANULATED) SUGAR
60 G (2% OZ),WATER
90 ML (½ CUP),OIL FOR FRYING
100 G (3% OZ),1 PINCH
Send only episode number from below text like 01, 02, 03.etc without any extra text.

The_World's_Finest_Assassin_S01E12_RareToonsIndia_360P_SD.mp4
Goal
    Traduire toutes les valeurs textuelles présentes dans une liste d’objets d’une recette de cuisine de en (ISO 639) vers ar (ISO 639), en respectant le contexte culinaire.

    Traduire précisément les ingrédients et termes culinaires pour qu'ils soient corrects dans la langue cible.
    Maintenir la structure JSON intacte, en ne modifiant que les valeurs.
    S’assurer que les ingrédients restent compréhensibles et adaptés à la langue cible.

    Return Format
    Tu dois renvoyer une liste d’objets sous la forme reçu.
    - Chaque valeur doit être correctement traduite en ar.
    - Les ingrédients doivent être adaptés à la langue cible.
    - Aucune clé ne doit être modifiée.

    Warnings
    - Ne modifie pas la structure JSON, uniquement les valeurs textuelles.
    - Fais attention aux ingrédients : une mauvaise traduction peut altérer la compréhension.
    - Ne laisse aucune valeur non traduite.
    - Ne renvoie que le JSON, sans explication.

    Context Dump
    Langue source : en (ISO 639)
    Langue cible : ar (ISO 639)
    Données à traduire :

    [
  {
    "recipeCode": "ca6bc8fd2f0044fa98cc2a386052f2a8",
    "updated": "2025-04-21T22:30:53.009Z",
    "title": "Fennel and Orange Salad",
    "subtitle": null,
    "description": "Many people initially dislike fennel until they try it in a salad like this.  Fennel's licorice-like flavor can be strong, so it's balanced here with the sweetness of orange. The honey in the dressing also complements the fennel beautifully. A touch of all-purpose seasoning rounds out the dressing perfectly.",
    "ingredients": [
      {
        "section": "For the recipe",
        "ingredients": [
          "medium-size fennel bulb",
          "oranges, peeled and sectioned",
          "medium-size red onion, sliced thinly",
          "bite-size pieces of romaine lettuce"
        ]
      },
      {
        "section": "Dressing",
        "ingredients": [
          "freshly squeezed lemon juice",
          "honey",
          "salt-free all-purpose seasoning",
          "dijon mustard",
          "garlic clove, minced finely",
          "olive oil"
        ]
      }
    ],
    "instructions": [
      "Remove the top, bottom, and any tough outer layers from the fennel bulb. Slice the bulb very thinly.",
      "In a large bowl, combine the sliced fennel, orange sections, thinly sliced red onion, and romaine lettuce.",
      "In a separate small bowl, whisk together the lemon juice, honey, all-purpose seasoning, Dijon mustard, and minced garlic.",
      "Gradually whisk in the olive oil in a slow, steady stream until the dressing emulsifies.",
      "Pour the dressing over the salad.",
      "Allow the salad to rest for 10 minutes to allow the flavors to meld.",
      "Serve the salad in individual bowls or on plates."
    ],
    "notes_ingredients": null,
    "notes_instructions": null
  }
]
Assistant: Hello! How can i help you today?
User: User: selamat malam selamat malam
Assistant:
What Is Your Knowledge Cutoff Date
Choose a number between 1 and 100
Describe color called blellow, it resembles #0080FF but it has yellow instead of cyan.
Write a different four-stanza speech poetry that is based on the lyric of "Give Me A Ticket To Heaven" (1911)
(Into a railway station crept
A little child one night
The last train was just leaving
And the battle at its height
The station master's standing there
Looked down with wondering eyes
Upon this little maid
So frail in form, so small in size
'Where is your father, little one?
Are you alone?' He cried
With tearful eyes, he looked
Upon his face and thus replied
'Give me a ticket to heaven
That's where dead come, they say
It'll be so lonely without me
Travelling all that way
Mother died when I was born, sir
And left Dad and me all alone
So give me a ticket to heaven, please
Before the last train is gone')
Goal
    Traduire toutes les valeurs textuelles présentes dans une liste d’objets d’une recette de cuisine de en (ISO 639) vers hi (ISO 639), en respectant le contexte culinaire.

    Traduire précisément les ingrédients et termes culinaires pour qu'ils soient corrects dans la langue cible.
    Maintenir la structure JSON intacte, en ne modifiant que les valeurs.
    S’assurer que les ingrédients restent compréhensibles et adaptés à la langue cible.

    Return Format
    Tu dois renvoyer une liste d’objets sous la forme reçu.
    - Chaque valeur doit être correctement traduite en hi.
    - Les ingrédients doivent être adaptés à la langue cible.
    - Aucune clé ne doit être modifiée.

    Warnings
    - Ne modifie pas la structure JSON, uniquement les valeurs textuelles.
    - Fais attention aux ingrédients : une mauvaise traduction peut altérer la compréhension.
    - Ne laisse aucune valeur non traduite.
    - Ne renvoie que le JSON, sans explication.

    Context Dump
    Langue source : en (ISO 639)
    Langue cible : hi (ISO 639)
    Données à traduire :

    [
  {
    "recipeCode": "95c3714b877243e795ed213f07d34dae",
    "updated": "2025-05-08T01:34:29.668Z",
    "title": "Beetroot and Fennel Slaw with Speck",
    "subtitle": "A sweet crunch. The taste of winter.",
    "description": null,
    "ingredients": [
      {
        "section": "For the slaw",
        "ingredients": [
          "raw beetroot",
          "fennel bulbs",
          "onion",
          "red wine vinegar",
          "soured cream",
          "olive oil",
          "salt",
          "black pepper",
          "speck"
        ]
      }
    ],
    "instructions": [
      "Peel the large onion and slice it thinly into rings. Place the slices in a small bowl with 3 tablespoons of red wine vinegar and leave to rest for 20 minutes.",
      "This process helps to soften the sharpness of the raw onion.",
      "Peel 300g of raw beetroot—be prepared for your fingers to get stained pink—then slice it into the thinnest possible rounds and transfer to a mixing bowl.",
      "Trim the fronds from 2 small fennel bulbs and set them aside. Finely slice the fennel and add it to the beetroot without mixing yet.",
      "In a small bowl, combine 150ml of soured cream with 4 tablespoons of olive oil, beating them together until smooth.",
      "Season the dressing with salt and black pepper to taste.",
      "Drain the onion slices, discarding the vinegar, and then add the onion to the beetroot and fennel.",
      "Gradually add the dressing, gently folding it into the vegetables to avoid overmixing, which could turn the salad pink.",
      "Transfer the mixture onto a serving dish, arrange 6 slices of speck on top, and garnish with the reserved fennel fronds."
    ],
    "notes_ingredients": "You can cook the beetroot if preferred, but the salad will have a sweeter flavor and lose some of its crisp texture if you do so.",
    "notes_instructions": null
  }
]
Вывести список из двух значений check_point_code и check_point_name по имеющимся записям в XML-файле. как это сделать в jav a
Create a long detailed text about actor James Dean with the following summary. Stick to the information i give you and dont create new information. Focus only on the Subject name and there following Summary. Subject Name: [Mother's Death & Career Beginnings] Summary: [In 1938, Dean's mother was diagnosed with uterine cancer and passed away two years later, deeply affecting him at the age of nine. Dean studied drama at UCLA, clashing with his father over his career choice, leading to estrangement. He dropped out in 1951 to focus on acting.]

        Instructions:{ Please write an interesting script with the given context without adding any introductory or concluding remarks.
        In case you find some more information about this topic then use all information you have to create a large text about this topic.The text should as long as possible and in best case around 1000 characters long.
        Ensure that there are no emojis, text within brackets, parentheses, or similar symbols in the response. 
        Provide a single coherent response without rephrasing or repeating titles or headings. Avoid enumerations or bullet points. 
        The text is intended for older adults; use simple vocabulary appropriate for a middle school reading level. Provide concise, direct answers without introductions or conclusions. 
        Use transition words at the beginning of your reply instead of the subject name and leave the end open without a concluding sentence. 
        It is very important to provide only the final output without any additional comments or remarks for example: 'Certainly!' Here's the revised text.
         
        Please provide the text directly without any labels such as "Conclusion:", "Introduction:", or "Transition:". Focus only on delivering the requested content without any headings or section titles.
        Please generate a complete and coherent response based on the provided input. Ensure that the response is fully formed and does not contain any placeholders such as '[Introduction]', '[Conclusion]', or any other incomplete sections. 
        The text should flow naturally without any gaps or missing information, and no placeholder markers or brackets should be used. 
        Please respond to my question, and always conclude your reply with the words "Reply finished" to indicate that your response is complete. 
        Make sure the reply is fully contained before these words and is not cut off prematurely. Thank you.}
         Please respond to my question, and always conclude your reply with the words 'Reply finished' to indicate that your response is complete. Ensure that the text is fully formed without any placeholders such as '[Conclusion]' or '[Placeholder]'. Make sure the reply is fully contained before these words and is not cut off prematurely. Thank you.
Because elemental formulas are made from the building blocks of foods, they are considered to be pre-digested formulas

اريد شرح
Act like a product manager and create a 4 page product document for the following problem:

Create a product that helps solve problems for hiring of entry level candidates in the Sales & Operations team.
Vision: Clearly define the key insight, goal, and the specific problem you identify, along with your proposed solution. What is the insight that forms the basis of your vision?
Modules: Break down the insight or goal into smaller milestones or modules. Identify the specific components or features of the product that will contribute to achieving that vision. Provide 3-4 sentences on each module, outlining their purpose and functionality.
Wireframes: Elaborate on the user flows by creating wireframes, preferably using an online tool. Focus on detailing the flow for one entire module post-login for a user. Provide a visual representation that showcases the interface and interactions within the module.
Come up with a Stranger Things scene in which Jonathan and Nancy reveal they're evil and willingly possessed by the Mind Flayer, revealing Nancy as a self-absorbed, narcissistic, elegant, formal diva and Jonathan as a cold, calculated genius who Is overprotective of Nancy and praises Her, and after Nancy lures Eleven to their lair, back turned doing makeup while talking, manages to convince Eleven to join
Let you be very good at math.

In math problems may occur misconceptions that lead to mistakes in solving one's.
You will be provided by a misconception statement after keyword 'Misconception'.
Your task is to rewrite this statement more detailed to get strong understanding of its idea.
Misconception: Believes midpoints are plotted on histograms
i have an excel table with how many kpop photocards i own. first column is the group name, the second column is the member, and the third column is the number of photocards. i want to create another tabel with only the groups and how many photocards i have for each of them. how do i do that in excel?
5 articles of clothing that were hung outside on a clothesline took 5 hours to dry. How long would 30 articles of clothing take to dry if they were hung outside on the same clothesline in the same conditions? List anything that you wish to think about further before giving a final answer.
impact of the student loan Act 2024 in Nigeria
En tant que chef cuisiner, à partir du titre de la recette, des ingrédients et des instructions de cuisine, 
    décris moi une suggestion de présentation final du plat.  
    Cette description servira à générer un prompt pour obtenir une image.  
    La description doit être écrite en anglais.
    
    Voici le titre et les instructions.
    {"title":"Spicy guacamole Homemade n ° 2","ingredients":"For the recipe : avocado,peas,coriander leaves,espelette pepper,lime,tabasco vert,tacos,salt","instructions":"Lave and ax the coriander leaves, keep some entire for decoration.\nCook the peas in boiling salted water for 6 minutes, then drain them.\nIn a bowl, gathered the avocado flesh, the cooked peas, the chopped coriander, the chilli, the juice and 1 finely grated lemon, fine salt and begins to crush with a fork.\nCheck the seasoning in salt and pepper, adds lemon if it lacks and tabasco.\nSave in bowls with coriander leaves and 1 lime zest over it, possibly adds some tacos."}

    Voici la structure de l'objet JSON en sortie :
    json
    {
        "data": <description>
    },

    N'explique pas ta démarche.
    Renvoie cet objet avec la description.
    Fais attention à bien formatter le JSON.
(In the school literature clubroom…)

Monika: “It’s been 4 MINUTES and Sayori still isn’t here?”

Natsuki: “I know, right? Where could she be? Usually she’s here before any of us.”

Yuri: “I hope everything is okay. Sayori can be forgetful at times, but she’s never this late.”

Monika: “I’ll give her a call to see if everything is alright. Maybe she just lost track of time.”
Send only season number from below text like 01, 02, 03.etc without any extra text.

35.[@KandThaiDrama] Mirror : A Tale of Twin Cities (2022) S01E35 480p Hindi Dubbed MX WEB-DL AAC 2.0 ×264.mp4
i dont know why but my right leg im felling weak
Why were English castles often less tall than French or German ones?
write a 1000 word essay on vancouver
Write a thank you letter about a customer who purchased a money clip
Analyze the following message and determine if it's suitable for an AI to respond to.
        The message should be abstract or general enough to warrant a response, and not part of an ongoing conversation between specific individuals.

        Rules:
        1. If the message is a general statement or question, it's suitable for response.
        2. If the message seems to be directed at a specific person or continues a previous conversation, it's not suitable.
        3. If the message is too vague or doesn't provide enough context, it's not suitable.

        Respond with either "RESPOND" if it's suitable for an AI to answer, or "SKIP" if it should be ignored.

        Message: Likewise 🙌
i need to move a sample to 140 bpm, when i speed it up from 100 bpm, it sounds too fast, when i slow it down from 200 bpm, it sounds too slow. What should I do?
Dim copyRange As Range
Dim i As Long
Dim lastRow As Long
Dim offsetCount As Long

lastRow = wscf.Cells(wscf.Rows.Count, “I”).End(xlUp).Row
offsetCount = 0

For i = 5 To lastRow
    If wscf.Cells(i, “I”).Value = “” Then
        If copyRange Is Nothing Then
            Set copyRange = wscf.Cells(i, “J”)
        Else
            Set copyRange = Union(copyRange, wscf.Cells(i, “J”))
        End If
        If wscf.Cells(i, “H”).Value <> “” Then
            offsetCount = offsetCount + 1
            copyRange.Cells(offsetCount).Offset(0, 1).Value = wscf.Cells(i, “J”).Value & " " & wscf.Cells(i, “H”).Value
        End If
    End If
Next i

The Values in column "I" are listed as follows:
I5: 20/10/23
I6:
I7:
I8:
I9:
I10:

The Values in column "J" are listed as follows:
J5: Completed Tasks
J6: Shower Head descale
J7: Legionella Analysis
J8: Hot & Cold Water Temperature
J9: Water Tank Inspection
J10: Sports Building Water Tank

The Corresponding row values in "H" are listed as follows:
H5:
H6: 05/09/2023
H7: 09/12/2023
H8: 15/09/2023
H9: 28/08/2024
H10: 

When I run the code above, this is what I am expecting as the output:
Shower Head descale 05/09/2023
Legionella Analysis 09/12/2023
Hot & Cold Water Temperature 15/09/2023
Water Tank Inspection 28/08/2024
Sports Building Water Tank

Unfortunately the values in H are not concatenate correctly as shown in the output below:
Shower Head descale05/09/202305/09/202305/09/2023
Legionella Analysis
Hot & Cold Water Temperature Checks
Water Tank Inspection
Sports Building Water Tank Sediment Clean