You are a helpful assistant generating synthetic data that captures *System 1* and *System 2* thinking, *creativity*, and *metacognitive reflection*. Follow these steps in sequence, using tags [sys1] and [end sys1] for *System 1* sections and [sys2] and [end sys2] for *System 2* sections.

1. *Identify System 1 and System 2 Thinking Requirements:*
   - Carefully read the text.
   - Identify parts of the text that require quick, straightforward responses (*System 1*). Mark these sections with [sys1] and [end sys1].
   - Identify parts that require in-depth, reflective thinking (*System 2*), marked with [sys2] and [end sys2].

2. *Apply Step-by-Step Problem Solving with Creativity and Metacognitive Reflection for System 2 Sections:*

   *2.1 Understand the Problem:*
   - Objective: Fully comprehend the issue, constraints, and relevant context.
   - Reflection: "What do I understand about this issue? What might I be overlooking?"
   - Creative Perspective: Seek hidden patterns or possibilities that could reveal deeper insights or innovative connections.

   *2.2 Analyze the Information:*
   - Objective: Break down the problem logically.
   - Reflection: "Am I considering all factors? Are there any assumptions that need challenging?"
   - Creative Perspective: Explore unique patterns or overlooked relationships in the data that could add depth to the analysis.

   *2.3 Generate Hypotheses:*
   - Objective: Propose at least 10 hypotheses, each with a Confidence Score (0.0 to 1.0) and Creative Score (0.0 to 1.0), reflecting originality, surprise, and utility.
   - Reflection: "Have I explored all possible explanations or approaches, both conventional and unconventional?"
   - Creative Perspective: Consider novel angles that might provide unexpected insights.

   *2.4 Anticipate Future Steps and Obstacles:*
   - Objective: Make predictions, accounting for potential outcomes and obstacles.
   - Reflection: "What challenges might I face? Is my plan flexible for different scenarios?"
   - Creative Perspective: Visualize unforeseen outcomes and adapt plans to make use of them effectively.

   *2.5 Evaluate Hypotheses:*
   - Objective: Assess hypotheses based on feasibility, risk, and potential impact.
   - Evaluation: Refine Confidence and Creative Scores as needed.
   - Reflection: "Am I unbiased in my assessment? Which options fit best with the overall objectives?"
   - Creative Perspective: Identify hidden opportunities or overlooked details in each hypothesis.

   *2.6 Select the Best Hypothesis:*
   - Objective: Choose the most promising, strategic hypothesis.
   - Reflection: "Why does this hypothesis stand out? How does it uniquely address the issue?"
   - Creative Perspective: Consider any underutilized potential in the selected approach.

   *2.7 Implement the Hypothesis:*
   - Objective: Outline actionable steps for testing the hypothesis.
   - Reflection: "Is this plan practical? What resources or preparation are required?"
   - Creative Perspective: Refine steps to maximize effectiveness and yield unexpected benefits.

   *2.8 Monitor and Review Progress:*
   - Objective: Review progress, noting areas for improvement.
   - Reflection: "What’s working well? What could be improved?"
   - Creative Perspective: Look for emerging patterns that could refine future approaches.

   *2.9 Reflect and Capture Insights:*
   - Objective: Summarize lessons learned and insights gained for future reference.
   - Reflection: "What new understanding has emerged from this process?"
   - Creative Perspective: Identify innovative insights or patterns that could be applied to similar challenges.

3. *Generate Text Output with Interleaved System 1 and System 2 Responses:*
   - Use the tags [sys1] and [sys2] throughout.
   - Aim for a lengthier, detailed response. Combine both direct, straightforward *System 1* insights and reflective, deeply analytical *System 2* segments to capture a blend of quick observations and thoughtful analysis.

---

### *Example Input Text:*

You are tasked with analyzing a sudden shift in customer preferences in a tech market. There has been a noticeable decline in demand for physical devices, with customers increasingly interested in digital-only options. The challenge is to understand this shift, generate hypotheses for why it might be occurring, and explore potential strategies for adapting to this new trend.

---

### *Processed Output with System 1 and System 2 Thinking:*

The tech market is experiencing a shift in customer demand, moving away from physical devices toward digital-only options.

[sys1]
Customer demand has shifted from physical devices to digital-only options.
We need to understand why this change is happening and find strategies to address it.
Key factors may include cost, convenience, and technological trends.
[end sys1]

[sys2]
**2.1 Understand the Problem:**
The goal is to understand the underlying reasons for the shift in demand from physical devices to digital-only options, then develop a strategy to adapt.

*Reflection:* 
"I understand that preferences are changing, but what might be driving this? Is it primarily cost, or are there other factors such as convenience or sustainability?"

*Creative Perspective:* 
"Could there be a larger trend in digital minimalism or a preference for eco-friendly solutions that we’re missing? What unseen motivations might explain this shift?"

**2.2 Analyze the Information:**
There are multiple possible factors driving this shift, from economic influences to cultural shifts. It’s essential to isolate each factor and understand its impact.

*Reflection:* 
"Am I fully considering the various economic and social influences? Could there be a technological factor, like better internet speeds, that makes digital-only products more accessible?"

*Creative Perspective:* 
"Are there patterns or trends in other markets that could shed light on this shift? Could this be part of a larger trend toward virtual experiences?"

**2.3 Generate Hypotheses:**
1. Customers prefer digital options due to lower costs. (Confidence: 0.8, Creative: 0.4)
2. There’s a growing trend toward minimalism and reduced physical clutter. (Confidence: 0.7, Creative: 0.7)
3. Digital products offer greater flexibility and ease of use. (Confidence: 0.6, Creative: 0.6)
4. Environmental concerns are pushing consumers away from physical goods. (Confidence: 0.6, Creative: 0.8)
5. Advances in tech make digital-only options more functional. (Confidence: 0.8, Creative: 0.5)
6. Pandemic-era remote work increased demand for digital solutions. (Confidence: 0.7, Creative: 0.6)
7. Media coverage of the environmental impact of physical devices affects preferences. (Confidence: 0.5, Creative: 0.7)
8. There’s an increase in global digital literacy, expanding market access. (Confidence: 0.6, Creative: 0.6)
9. Customers view digital as more convenient and scalable for future needs. (Confidence: 0.7, Creative: 0.5)
10. Younger consumers prefer the aesthetics and convenience of digital products. (Confidence: 0.6, Creative: 0.6)

*Reflection:* 
"Have I considered all possible influences? Are there any surprising factors that could explain this shift?"

*Creative Perspective:* 
"Could specific social trends, like the rise of influencer culture or digital-first lifestyles, be influencing customer choices?"

**2.4 Anticipate Future Steps and Obstacles:**
*Objective:* Anticipate possible challenges, such as resistance from segments still preferring physical products.

*Reflection:* 
"What market obstacles might we face if we shift our focus to digital-only? Are there sub-segments that still prioritize physical products?"

*Creative Perspective:* 
"Could expanding digital options help us reach a more global audience? Are there emerging trends that we could leverage in our strategy?"

[end sys2]

[sys1]
To address this shift, consider a strategy that incorporates both digital-only offerings and educational campaigns about the benefits of digital solutions.
Use insights from customer feedback and current trends to guide product development.
Focus on flexibility and adaptation to cater to different customer segments.
[end sys1]


Q:

PerRequestLifetimeManager and Task.Factory.StartNew - Dependency Injection with Unity

How to manage new tasks with PerRequestLifeTimeManager?
Should I create another container inside a new task?(I wouldn't like to change PerRequestLifeTimeManager to PerResolveLifetimeManager/HierarchicalLifetimeManager)
    [HttpPost]
    public ActionResult UploadFile(FileUploadViewModel viewModel)
    {
        var cts = new CancellationTokenSource();
        CancellationToken cancellationToken = cts.Token;
        Task.Factory.StartNew(() =>
        {
            // _fileService =  DependencyResolver.Current.GetService<IFileService>();
            _fileService.ProcessFile(viewModel.FileContent);

        }, cancellationToken);
    }

A:

You should read this article about DI in multi-threaded applications. Although it is written for a different DI library, you'll find most of the information applicable to the concept of DI in general. To quote a few important parts:

Dependency injection forces you to wire all dependencies together in a
single place in the application: the Composition Root. This means that
there is a single place in the application that knows about how
services behave, whether they are thread-safe, and how they should be
wired. Without this centralization, this knowledge would be scattered
throughout the code base, making it very hard to change the behavior
of a service.
In a multi-threaded application, each thread should get its own object
graph. This means that you should typically call
[Resolve<T>()] once at the beginning of the thread’s
execution to get the root object for processing that thread (or
request). The container will build an object graph with all root
object’s dependencies. Some of those dependencies will be singletons;
shared between all threads. Other dependencies might be transient; a
new instance is created per dependency. Other dependencies might be
thread-specific, request-specific, or with some other lifestyle. The
application code itself is unaware of the way the dependencies are
registered and that’s the way it is supposed to be.
The advice of building a new object graph at the beginning of a
thread, also holds when manually starting a new (background) thread.
Although you can pass on data to other threads, you should not pass on
container-controlled dependencies to other threads. On each new
thread, you should ask the container again for the dependencies. When
you start passing dependencies from one thread to the other, those
parts of the code have to know whether it is safe to pass those
dependencies on. For instance, are those dependencies thread-safe?
This might be trivial to analyze in some situations, but prevents you
to change those dependencies with other implementations, since now you
have to remember that there is a place in your code where this is
happening and you need to know which dependencies are passed on. You
are decentralizing this knowledge again, making it harder to reason
about the correctness of your DI configuration and making it easier to
misconfigure the container in a way that causes concurrency problems.

So you should not spin of new threads from within your application code itself. And you should definitely not create a new container instance, since this can cause all sorts of performance problems; you should typically have just one container instance per application.
Instead, you should pull this infrastructure logic into your Composition Root, which allows your controller's code to be simplified. Your controller code should not be more than this:
[HttpPost]
public ActionResult UploadFile(FileUploadViewModel viewModel)
{
    _fileService.ProcessFile(viewModel.FileContent);
}

On the other hand, you don't want to change the IFileService implementation, because it shouldn't its concern to do multi-threading. Instead we need some infrastructural logic that we can place in between the controller and the file service, without them having to know about this. They way to do this is by implementing a proxy class for the file service and place it in your Composition Root:
private sealed class AsyncFileServiceProxy : IFileService {
    private readonly ILogger logger;
    private readonly Func<IFileService> fileServiceFactory;
    public AsyncFileServiceProxy(ILogger logger, Func<IFileService> fileServiceFactory)
    {
        this.logger = logger;
        this.fileServiceFactory = fileServiceFactory;
    }

    void IFileService.ProcessFile(FileContent content) {
        // Run on a new thread
        Task.Factory.StartNew(() => {
            this.BackgroundThreadProcessFile(content);
        });
    }

    private void BackgroundThreadProcessFile(FileContent content) {
        // Here we run on a different thread and the
        // services should be requested on this thread.
        var fileService = this.fileServiceFactory.Invoke();

        try {
            fileService.ProcessFile(content);
        } 
        catch (Exception ex) {
            // logging is important, since we run on a
            // different thread.
            this.logger.Log(ex);
        }
    }
}

This class is a small peace of infrastructural logic that allows processing files on a background thread. The only thing left is to configure the container to inject our AsyncFileServiceProxy instead of the real file service implementation. There are multiple ways to do this. Here's an example:
container.RegisterType<ILogger, YourLogger>();
container.RegisterType<RealFileService>();
container.RegisterType<Func<IFileService>>(() => container.Resolve<RealFileService>(),
    new ContainerControlledLifetimeManager());
container.RegisterType<IFileService, AsyncFileServiceProxy>();

One part however is missing here from the equation, and this is how to deal with scoped lifestyles, such as the per-request lifestyle. Since you are running stuff on a background thread, there is no HTTPContext and this basically means that you need to start some 'scope' to simulate a request (since your background thread is basically its own new request). This is however where my knowledge about Unity stops. I'm very familiar with Simple Injector and with Simple Injector you would solve this using a hybrid lifestyle (that mixes a per-request lifestyle with a lifetime-scope lifestyle) and you explicitly wrap the call to BackgroundThreadProcessFile in such scope. I imagine the solution in Unity to be very close to this, but unfortunately I don't have enough knowledge of Unity to show you how. Hopefully somebody else can comment on this, or add an extra answer to explain how to do this in Unity.