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]


A model is a class that defines the properties and behavior of the
data that you present to the user. Anything that the user expects to see
if they leave your app and come back later (or if they refresh the page)
should be represented by a model.

When you want a new model for your application you need to create a new file
under the models folder and extend from `DS.Model`. This is more conveniently
done by using one of Ember CLI's generator commands. For instance, let's create
a `person` model:

```bash
ember generate model person
```

This will generate the following file:

```javascript {data-filename=app/models/person.js}
import DS from 'ember-data';

export default DS.Model.extend({
});
```

After you have defined a model class, you can start [finding](../finding-records/)
and [working with records](../creating-updating-and-deleting-records/) of that type.

<div class="cta">
  <div class="cta-note">
    <div class="cta-note-body">
      <div class="cta-note-heading">Zoey says...</div>
      <div class="cta-note-message">
        Ember Data models are normally setup using the singular form (which is why we use `person` instead of `people` here)
      </div>
    </div>
    <img src="/images/mascots/zoey.png" role="presentation" alt="">
  </div>
</div>

## Defining Attributes

The `person` model we generated earlier didn't have any attributes. Let's
add first and last name, as well as the birthday, using [`DS.attr`](https://api.emberjs.com/ember-data/3.13/functions/@ember-data%2Fmodel/attr):

```javascript {data-filename=app/models/person.js}
import DS from 'ember-data';

export default DS.Model.extend({
  firstName: DS.attr(),
  lastName: DS.attr(),
  birthday: DS.attr()
});
```

Attributes are used when turning the JSON payload returned from your
server into a record, and when serializing a record to save back to the
server after it has been modified.

You can use attributes like any other property, including as part of a
computed property. Frequently, you will want to define computed
properties that combine or transform primitive attributes.

```javascript {data-filename=app/models/person.js}
import DS from 'ember-data';
import { computed } from '@ember/object';

export default DS.Model.extend({
  firstName: DS.attr(),
  lastName: DS.attr(),

  fullName: computed('firstName', 'lastName', function() {
    return `${this.firstName} ${this.lastName}`;
  })
});
```

For more about adding computed properties to your classes, see [Computed
Properties](../../object-model/computed-properties/).

### Transforms

You may find the type of an attribute returned by the server does not
match the type you would like to use in your JavaScript code. Ember
Data allows you to define simple serialization and deserialization
methods for attribute types called transforms. You can specify that
you would like a transform to run for an attribute by providing the
transform name as the first argument to the `DS.attr` method. Ember Data
supports attribute types of `string`, `number`, `boolean`, and `date`,
which coerce the value to the JavaScript type that matches its name.

```javascript {data-filename=app/models/person.js}
import DS from 'ember-data';

export default DS.Model.extend({
  name: DS.attr('string'),
  age: DS.attr('number'),
  admin: DS.attr('boolean'),
  birthday: DS.attr('date')
});
```

The `date` transform will transform an
[ISO 8601](https://en.wikipedia.org/wiki/ISO_8601) string to a JavaScript
date object.

The `boolean` transform can handle values other than `true` or
`false`. The strings `"true"` or `"t"` in any casing, `"1"`, and the number
`1` will all coerce to `true`, and `false` otherwise.

Transforms are not required. If you do not specify a transform name
Ember Data will do no additional processing of the value.

#### Custom Transforms

You can also create custom transforms with Ember CLI's `transform` generator:

```bash
ember generate transform dollars
```

Here is a simple transform that converts values between cents and US dollars.

```javascript {data-filename=app/transforms/dollars.js}
import DS from 'ember-data';

export default DS.Transform.extend({
  deserialize(serialized) {
    return serialized / 100; // returns dollars
  },

  serialize(deserialized) {
    return deserialized * 100; // returns cents
  }
});
```

A transform has two functions: `serialize` and `deserialize`. Deserialization
converts a value to a format that the client expects. Serialization does the
reverse and converts a value to the format expected by the persistence layer.

You would use the custom `dollars` transform like this:

```javascript {data-filename=app/models/product.js}
import DS from 'ember-data';

export default DS.Model.extend({
  spent: DS.attr('dollars')
});
```

### Options

`DS.attr` can also take a hash of options as a second parameter. At the moment
the only option available is `defaultValue`, which can use a value or a function
to set the default value of the attribute if one is not supplied.

In the following example we define that `verified` has a default value of
`false` and `createdAt` defaults to the current date at the time of the model's
creation:

```javascript {data-filename=app/models/user.js}
import DS from 'ember-data';

export default DS.Model.extend({
  username: DS.attr('string'),
  email: DS.attr('string'),
  verified: DS.attr('boolean', { defaultValue: false }),
  createdAt: DS.attr('date', {
    defaultValue() { return new Date(); }
  })
});
```

### Read-only Attributes

When the API returns a deeply nested, read-only object or array,
there is no need to create multiple models with `DS.attr('hasMany')` or `DS.attr('belongsTo')`
relationships. This could result in a potentially large amount of unnecessary
code. You can access these objects in the template without transforming them. This can be
done with `DS.attr()` (No attribute type).

The following example shows how to define these attributes without transforming them
and accessing them within a template:

```javascript
location: DS.attr() // a read-only object
tags: DS.attr() // a read-only array
```

```handlebars
{{this.model.location.latitude}}
```

<!-- eof - needed for pages that end in a code block  -->