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]


// AFURLResponseSerialization.h
// Copyright (c) 2011–2016 Alamofire Software Foundation ( http://alamofire.org/ )
//
// Permission is hereby granted, free of charge, to any person obtaining a copy
// of this software and associated documentation files (the "Software"), to deal
// in the Software without restriction, including without limitation the rights
// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
// copies of the Software, and to permit persons to whom the Software is
// furnished to do so, subject to the following conditions:
//
// The above copyright notice and this permission notice shall be included in
// all copies or substantial portions of the Software.
//
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
// THE SOFTWARE.

#import <Foundation/Foundation.h>
#import <CoreGraphics/CoreGraphics.h>

NS_ASSUME_NONNULL_BEGIN

/**
 The `AFURLResponseSerialization` protocol is adopted by an object that decodes data into a more useful object representation, according to details in the server response. Response serializers may additionally perform validation on the incoming response and data.

 For example, a JSON response serializer may check for an acceptable status code (`2XX` range) and content type (`application/json`), decoding a valid JSON response into an object.
 */

/**
 `AFURLResponseSerialization`协议可以把一个对象解析成更直观、有用的对象，并且根据不同的对象做不同的解析。同时也可以做一些额外的认证或者检测工作。
 
 一个带有`2XX`状态码和`application/json`类型的网络请求，会返回一个JSON序列化的返回对象，我们需要把这个对象处理成一个更直接的对象。
 */
@protocol AFURLResponseSerialization <NSObject, NSSecureCoding, NSCopying>

/**
 The response object decoded from the data associated with a specified response.

 @param response The response to be processed.
 @param data The response data to be decoded.
 @param error The error that occurred while attempting to decode the response data.

 @return The object decoded from the specified response data.
 */

/**
 通过一个`NSURLResponse`对象和一个data数据做解析。

 @param response `NSURLResponse`对象
 @param data 需要解析的数据
 @param error 错误
 @return 返回一个处理结束的对象
 */
- (nullable id)responseObjectForResponse:(nullable NSURLResponse *)response
                           data:(nullable NSData *)data
                          error:(NSError * _Nullable __autoreleasing *)error NS_SWIFT_NOTHROW;

@end

#pragma mark -

/**
 `AFHTTPResponseSerializer` conforms to the `AFURLRequestSerialization` & `AFURLResponseSerialization` protocols, offering a concrete base implementation of query string / URL form-encoded parameter serialization and default request headers, as well as response status code and content type validation.

 Any request or response serializer dealing with HTTP is encouraged to subclass `AFHTTPResponseSerializer` in order to ensure consistent default behavior.
 */
@interface AFHTTPResponseSerializer : NSObject <AFURLResponseSerialization>

- (instancetype)init;

@property (nonatomic, assign) NSStringEncoding stringEncoding DEPRECATED_MSG_ATTRIBUTE("The string encoding is never used. AFHTTPResponseSerializer only validates status codes and content types but does not try to decode the received data in any way.");

/**
 Creates and returns a serializer with default configuration.
 */
+ (instancetype)serializer;

///-----------------------------------------
/// @name Configuring Response Serialization
///-----------------------------------------

/**
 The acceptable HTTP status codes for responses. When non-`nil`, responses with status codes not contained by the set will result in an error during validation.

 See http://www.w3.org/Protocols/rfc2616/rfc2616-sec10.html
 */
@property (nonatomic, copy, nullable) NSIndexSet *acceptableStatusCodes;

/**
 The acceptable MIME types for responses. When non-`nil`, responses with a `Content-Type` with MIME types that do not intersect with the set will result in an error during validation.
 */
@property (nonatomic, copy, nullable) NSSet <NSString *> *acceptableContentTypes;

/**
 Validates the specified response and data.

 In its base implementation, this method checks for an acceptable status code and content type. Subclasses may wish to add other domain-specific checks.

 @param response The response to be validated.
 @param data The data associated with the response.
 @param error The error that occurred while attempting to validate the response.

 @return `YES` if the response is valid, otherwise `NO`.
 */
- (BOOL)validateResponse:(nullable NSHTTPURLResponse *)response
                    data:(nullable NSData *)data
                   error:(NSError * _Nullable __autoreleasing *)error;

@end

#pragma mark -


/**
 `AFJSONResponseSerializer` is a subclass of `AFHTTPResponseSerializer` that validates and decodes JSON responses.

 By default, `AFJSONResponseSerializer` accepts the following MIME types, which includes the official standard, `application/json`, as well as other commonly-used types:

 - `application/json`
 - `text/json`
 - `text/javascript`
 */
@interface AFJSONResponseSerializer : AFHTTPResponseSerializer

- (instancetype)init;

/**
 Options for reading the response JSON data and creating the Foundation objects. For possible values, see the `NSJSONSerialization` documentation section "NSJSONReadingOptions". `0` by default.
 */
@property (nonatomic, assign) NSJSONReadingOptions readingOptions;

/**
 Whether to remove keys with `NSNull` values from response JSON. Defaults to `NO`.
 */
@property (nonatomic, assign) BOOL removesKeysWithNullValues;

/**
 Creates and returns a JSON serializer with specified reading and writing options.

 @param readingOptions The specified JSON reading options.
 */
+ (instancetype)serializerWithReadingOptions:(NSJSONReadingOptions)readingOptions;

@end

#pragma mark -

/**
 `AFXMLParserResponseSerializer` is a subclass of `AFHTTPResponseSerializer` that validates and decodes XML responses as an `NSXMLParser` objects.

 By default, `AFXMLParserResponseSerializer` accepts the following MIME types, which includes the official standard, `application/xml`, as well as other commonly-used types:

 - `application/xml`
 - `text/xml`
 */
@interface AFXMLParserResponseSerializer : AFHTTPResponseSerializer

@end

#pragma mark -

#ifdef __MAC_OS_X_VERSION_MIN_REQUIRED

/**
 `AFXMLDocumentResponseSerializer` is a subclass of `AFHTTPResponseSerializer` that validates and decodes XML responses as an `NSXMLDocument` objects.

 By default, `AFXMLDocumentResponseSerializer` accepts the following MIME types, which includes the official standard, `application/xml`, as well as other commonly-used types:

 - `application/xml`
 - `text/xml`
 */
@interface AFXMLDocumentResponseSerializer : AFHTTPResponseSerializer

- (instancetype)init;

/**
 Input and output options specifically intended for `NSXMLDocument` objects. For possible values, see the `NSJSONSerialization` documentation section "NSJSONReadingOptions". `0` by default.
 */
@property (nonatomic, assign) NSUInteger options;

/**
 Creates and returns an XML document serializer with the specified options.

 @param mask The XML document options.
 */
+ (instancetype)serializerWithXMLDocumentOptions:(NSUInteger)mask;

@end

#endif

#pragma mark -

/**
 `AFPropertyListResponseSerializer` is a subclass of `AFHTTPResponseSerializer` that validates and decodes XML responses as an `NSXMLDocument` objects.

 By default, `AFPropertyListResponseSerializer` accepts the following MIME types:

 - `application/x-plist`
 */
@interface AFPropertyListResponseSerializer : AFHTTPResponseSerializer

- (instancetype)init;

/**
 The property list format. Possible values are described in "NSPropertyListFormat".
 */
@property (nonatomic, assign) NSPropertyListFormat format;

/**
 The property list reading options. Possible values are described in "NSPropertyListMutabilityOptions."
 */
@property (nonatomic, assign) NSPropertyListReadOptions readOptions;

/**
 Creates and returns a property list serializer with a specified format, read options, and write options.

 @param format The property list format.
 @param readOptions The property list reading options.
 */
+ (instancetype)serializerWithFormat:(NSPropertyListFormat)format
                         readOptions:(NSPropertyListReadOptions)readOptions;

@end

#pragma mark -

/**
 `AFImageResponseSerializer` is a subclass of `AFHTTPResponseSerializer` that validates and decodes image responses.

 By default, `AFImageResponseSerializer` accepts the following MIME types, which correspond to the image formats supported by UIImage or NSImage:

 - `image/tiff`
 - `image/jpeg`
 - `image/gif`
 - `image/png`
 - `image/ico`
 - `image/x-icon`
 - `image/bmp`
 - `image/x-bmp`
 - `image/x-xbitmap`
 - `image/x-win-bitmap`
 */
@interface AFImageResponseSerializer : AFHTTPResponseSerializer

#if TARGET_OS_IOS || TARGET_OS_TV || TARGET_OS_WATCH
/**
 The scale factor used when interpreting the image data to construct `responseImage`. Specifying a scale factor of 1.0 results in an image whose size matches the pixel-based dimensions of the image. Applying a different scale factor changes the size of the image as reported by the size property. This is set to the value of scale of the main screen by default, which automatically scales images for retina displays, for instance.
 */
@property (nonatomic, assign) CGFloat imageScale;

/**
 Whether to automatically inflate response image data for compressed formats (such as PNG or JPEG). Enabling this can significantly improve drawing performance on iOS when used with `setCompletionBlockWithSuccess:failure:`, as it allows a bitmap representation to be constructed in the background rather than on the main thread. `YES` by default.
 */
@property (nonatomic, assign) BOOL automaticallyInflatesResponseImage;
#endif

@end

#pragma mark -

/**
 `AFCompoundSerializer` is a subclass of `AFHTTPResponseSerializer` that delegates the response serialization to the first `AFHTTPResponseSerializer` object that returns an object for `responseObjectForResponse:data:error:`, falling back on the default behavior of `AFHTTPResponseSerializer`. This is useful for supporting multiple potential types and structures of server responses with a single serializer.
 */
@interface AFCompoundResponseSerializer : AFHTTPResponseSerializer

/**
 The component response serializers.
 */
@property (readonly, nonatomic, copy) NSArray <id<AFURLResponseSerialization>> *responseSerializers;

/**
 Creates and returns a compound serializer comprised of the specified response serializers.

 @warning Each response serializer specified must be a subclass of `AFHTTPResponseSerializer`, and response to `-validateResponse:data:error:`.
 */
+ (instancetype)compoundSerializerWithResponseSerializers:(NSArray <id<AFURLResponseSerialization>> *)responseSerializers;

@end

///----------------
/// @name Constants
///----------------

/**
 ## Error Domains

 The following error domain is predefined.

 - `NSString * const AFURLResponseSerializationErrorDomain`

 ### Constants

 `AFURLResponseSerializationErrorDomain`
 AFURLResponseSerializer errors. Error codes for `AFURLResponseSerializationErrorDomain` correspond to codes in `NSURLErrorDomain`.
 */
FOUNDATION_EXPORT NSString * const AFURLResponseSerializationErrorDomain;

/**
 ## User info dictionary keys

 These keys may exist in the user info dictionary, in addition to those defined for NSError.

 - `NSString * const AFNetworkingOperationFailingURLResponseErrorKey`
 - `NSString * const AFNetworkingOperationFailingURLResponseDataErrorKey`

 ### Constants

 `AFNetworkingOperationFailingURLResponseErrorKey`
 The corresponding value is an `NSURLResponse` containing the response of the operation associated with an error. This key is only present in the `AFURLResponseSerializationErrorDomain`.

 `AFNetworkingOperationFailingURLResponseDataErrorKey`
 The corresponding value is an `NSData` containing the original data of the operation associated with an error. This key is only present in the `AFURLResponseSerializationErrorDomain`.
 */
FOUNDATION_EXPORT NSString * const AFNetworkingOperationFailingURLResponseErrorKey;

FOUNDATION_EXPORT NSString * const AFNetworkingOperationFailingURLResponseDataErrorKey;

NS_ASSUME_NONNULL_END