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]


// Package storage provides clients for Microsoft Azure Storage Services.
package storage

import (
	"bytes"
	"encoding/base64"
	"encoding/json"
	"encoding/xml"
	"errors"
	"fmt"
	"io"
	"io/ioutil"
	"net/http"
	"net/url"
	"runtime"
	"strconv"
	"strings"

	"github.com/Azure/go-autorest/autorest/azure"
)

const (
	// DefaultBaseURL is the domain name used for storage requests in the
	// public cloud when a default client is created.
	DefaultBaseURL = "core.windows.net"

	// DefaultAPIVersion is the Azure Storage API version string used when a
	// basic client is created.
	DefaultAPIVersion = "2015-04-05"

	defaultUseHTTPS = true

	// StorageEmulatorAccountName is the fixed storage account used by Azure Storage Emulator
	StorageEmulatorAccountName = "devstoreaccount1"

	// StorageEmulatorAccountKey is the the fixed storage account used by Azure Storage Emulator
	StorageEmulatorAccountKey = "Eby8vdM02xNOcqFlqUwJPLlmEtlCDXJ1OUzFT50uSRZ6IFsuFq2UVErCz4I6tq/K1SZFPTOtr/KBHBeksoGMGw=="

	blobServiceName  = "blob"
	tableServiceName = "table"
	queueServiceName = "queue"
	fileServiceName  = "file"

	storageEmulatorBlob  = "127.0.0.1:10000"
	storageEmulatorTable = "127.0.0.1:10002"
	storageEmulatorQueue = "127.0.0.1:10001"

	userAgentHeader = "User-Agent"
)

// Client is the object that needs to be constructed to perform
// operations on the storage account.
type Client struct {
	// HTTPClient is the http.Client used to initiate API
	// requests.  If it is nil, http.DefaultClient is used.
	HTTPClient *http.Client

	accountName      string
	accountKey       []byte
	useHTTPS         bool
	UseSharedKeyLite bool
	baseURL          string
	apiVersion       string
	userAgent        string
}

type storageResponse struct {
	statusCode int
	headers    http.Header
	body       io.ReadCloser
}

type odataResponse struct {
	storageResponse
	odata odataErrorMessage
}

// AzureStorageServiceError contains fields of the error response from
// Azure Storage Service REST API. See https://msdn.microsoft.com/en-us/library/azure/dd179382.aspx
// Some fields might be specific to certain calls.
type AzureStorageServiceError struct {
	Code                      string `xml:"Code"`
	Message                   string `xml:"Message"`
	AuthenticationErrorDetail string `xml:"AuthenticationErrorDetail"`
	QueryParameterName        string `xml:"QueryParameterName"`
	QueryParameterValue       string `xml:"QueryParameterValue"`
	Reason                    string `xml:"Reason"`
	StatusCode                int
	RequestID                 string
}

type odataErrorMessageMessage struct {
	Lang  string `json:"lang"`
	Value string `json:"value"`
}

type odataErrorMessageInternal struct {
	Code    string                   `json:"code"`
	Message odataErrorMessageMessage `json:"message"`
}

type odataErrorMessage struct {
	Err odataErrorMessageInternal `json:"odata.error"`
}

// UnexpectedStatusCodeError is returned when a storage service responds with neither an error
// nor with an HTTP status code indicating success.
type UnexpectedStatusCodeError struct {
	allowed []int
	got     int
}

func (e UnexpectedStatusCodeError) Error() string {
	s := func(i int) string { return fmt.Sprintf("%d %s", i, http.StatusText(i)) }

	got := s(e.got)
	expected := []string{}
	for _, v := range e.allowed {
		expected = append(expected, s(v))
	}
	return fmt.Sprintf("storage: status code from service response is %s; was expecting %s", got, strings.Join(expected, " or "))
}

// Got is the actual status code returned by Azure.
func (e UnexpectedStatusCodeError) Got() int {
	return e.got
}

// NewBasicClient constructs a Client with given storage service name and
// key.
func NewBasicClient(accountName, accountKey string) (Client, error) {
	if accountName == StorageEmulatorAccountName {
		return NewEmulatorClient()
	}
	return NewClient(accountName, accountKey, DefaultBaseURL, DefaultAPIVersion, defaultUseHTTPS)
}

// NewBasicClientOnSovereignCloud constructs a Client with given storage service name and
// key in the referenced cloud.
func NewBasicClientOnSovereignCloud(accountName, accountKey string, env azure.Environment) (Client, error) {
	if accountName == StorageEmulatorAccountName {
		return NewEmulatorClient()
	}
	return NewClient(accountName, accountKey, env.StorageEndpointSuffix, DefaultAPIVersion, defaultUseHTTPS)
}

//NewEmulatorClient contructs a Client intended to only work with Azure
//Storage Emulator
func NewEmulatorClient() (Client, error) {
	return NewClient(StorageEmulatorAccountName, StorageEmulatorAccountKey, DefaultBaseURL, DefaultAPIVersion, false)
}

// NewClient constructs a Client. This should be used if the caller wants
// to specify whether to use HTTPS, a specific REST API version or a custom
// storage endpoint than Azure Public Cloud.
func NewClient(accountName, accountKey, blobServiceBaseURL, apiVersion string, useHTTPS bool) (Client, error) {
	var c Client
	if accountName == "" {
		return c, fmt.Errorf("azure: account name required")
	} else if accountKey == "" {
		return c, fmt.Errorf("azure: account key required")
	} else if blobServiceBaseURL == "" {
		return c, fmt.Errorf("azure: base storage service url required")
	}

	key, err := base64.StdEncoding.DecodeString(accountKey)
	if err != nil {
		return c, fmt.Errorf("azure: malformed storage account key: %v", err)
	}

	c = Client{
		accountName:      accountName,
		accountKey:       key,
		useHTTPS:         useHTTPS,
		baseURL:          blobServiceBaseURL,
		apiVersion:       apiVersion,
		UseSharedKeyLite: false,
	}
	c.userAgent = c.getDefaultUserAgent()
	return c, nil
}

func (c Client) getDefaultUserAgent() string {
	return fmt.Sprintf("Go/%s (%s-%s) Azure-SDK-For-Go/%s storage-dataplane/%s",
		runtime.Version(),
		runtime.GOARCH,
		runtime.GOOS,
		sdkVersion,
		c.apiVersion,
	)
}

// AddToUserAgent adds an extension to the current user agent
func (c *Client) AddToUserAgent(extension string) error {
	if extension != "" {
		c.userAgent = fmt.Sprintf("%s %s", c.userAgent, extension)
		return nil
	}
	return fmt.Errorf("Extension was empty, User Agent stayed as %s", c.userAgent)
}

// protectUserAgent is used in funcs that include extraheaders as a parameter.
// It prevents the User-Agent header to be overwritten, instead if it happens to
// be present, it gets added to the current User-Agent. Use it before getStandardHeaders
func (c *Client) protectUserAgent(extraheaders map[string]string) map[string]string {
	if v, ok := extraheaders[userAgentHeader]; ok {
		c.AddToUserAgent(v)
		delete(extraheaders, userAgentHeader)
	}
	return extraheaders
}

func (c Client) getBaseURL(service string) string {
	scheme := "http"
	if c.useHTTPS {
		scheme = "https"
	}
	host := ""
	if c.accountName == StorageEmulatorAccountName {
		switch service {
		case blobServiceName:
			host = storageEmulatorBlob
		case tableServiceName:
			host = storageEmulatorTable
		case queueServiceName:
			host = storageEmulatorQueue
		}
	} else {
		host = fmt.Sprintf("%s.%s.%s", c.accountName, service, c.baseURL)
	}

	u := &url.URL{
		Scheme: scheme,
		Host:   host}
	return u.String()
}

func (c Client) getEndpoint(service, path string, params url.Values) string {
	u, err := url.Parse(c.getBaseURL(service))
	if err != nil {
		// really should not be happening
		panic(err)
	}

	// API doesn't accept path segments not starting with '/'
	if !strings.HasPrefix(path, "/") {
		path = fmt.Sprintf("/%v", path)
	}

	if c.accountName == StorageEmulatorAccountName {
		path = fmt.Sprintf("/%v%v", StorageEmulatorAccountName, path)
	}

	u.Path = path
	u.RawQuery = params.Encode()
	return u.String()
}

// GetBlobService returns a BlobStorageClient which can operate on the blob
// service of the storage account.
func (c Client) GetBlobService() BlobStorageClient {
	b := BlobStorageClient{
		client: c,
	}
	b.client.AddToUserAgent(blobServiceName)
	b.auth = sharedKey
	if c.UseSharedKeyLite {
		b.auth = sharedKeyLite
	}
	return b
}

// GetQueueService returns a QueueServiceClient which can operate on the queue
// service of the storage account.
func (c Client) GetQueueService() QueueServiceClient {
	q := QueueServiceClient{
		client: c,
	}
	q.client.AddToUserAgent(queueServiceName)
	q.auth = sharedKey
	if c.UseSharedKeyLite {
		q.auth = sharedKeyLite
	}
	return q
}

// GetTableService returns a TableServiceClient which can operate on the table
// service of the storage account.
func (c Client) GetTableService() TableServiceClient {
	t := TableServiceClient{
		client: c,
	}
	t.client.AddToUserAgent(tableServiceName)
	t.auth = sharedKeyForTable
	if c.UseSharedKeyLite {
		t.auth = sharedKeyLiteForTable
	}
	return t
}

// GetFileService returns a FileServiceClient which can operate on the file
// service of the storage account.
func (c Client) GetFileService() FileServiceClient {
	f := FileServiceClient{
		client: c,
	}
	f.client.AddToUserAgent(fileServiceName)
	f.auth = sharedKey
	if c.UseSharedKeyLite {
		f.auth = sharedKeyLite
	}
	return f
}

func (c Client) getStandardHeaders() map[string]string {
	return map[string]string{
		userAgentHeader: c.userAgent,
		"x-ms-version":  c.apiVersion,
		"x-ms-date":     currentTimeRfc1123Formatted(),
	}
}

func (c Client) exec(verb, url string, headers map[string]string, body io.Reader, auth authentication) (*storageResponse, error) {
	headers, err := c.addAuthorizationHeader(verb, url, headers, auth)
	if err != nil {
		return nil, err
	}

	req, err := http.NewRequest(verb, url, body)
	if err != nil {
		return nil, errors.New("azure/storage: error creating request: " + err.Error())
	}

	if clstr, ok := headers["Content-Length"]; ok {
		// content length header is being signed, but completely ignored by golang.
		// instead we have to use the ContentLength property on the request struct
		// (see https://golang.org/src/net/http/request.go?s=18140:18370#L536 and
		// https://golang.org/src/net/http/transfer.go?s=1739:2467#L49)
		req.ContentLength, err = strconv.ParseInt(clstr, 10, 64)
		if err != nil {
			return nil, err
		}
	}
	for k, v := range headers {
		req.Header.Add(k, v)
	}

	httpClient := c.HTTPClient
	if httpClient == nil {
		httpClient = http.DefaultClient
	}
	resp, err := httpClient.Do(req)
	if err != nil {
		return nil, err
	}

	statusCode := resp.StatusCode
	if statusCode >= 400 && statusCode <= 505 {
		var respBody []byte
		respBody, err = readAndCloseBody(resp.Body)
		if err != nil {
			return nil, err
		}

		requestID := resp.Header.Get("x-ms-request-id")
		if len(respBody) == 0 {
			// no error in response body, might happen in HEAD requests
			err = serviceErrFromStatusCode(resp.StatusCode, resp.Status, requestID)
		} else {
			// response contains storage service error object, unmarshal
			storageErr, errIn := serviceErrFromXML(respBody, resp.StatusCode, requestID)
			if err != nil { // error unmarshaling the error response
				err = errIn
			}
			err = storageErr
		}
		return &storageResponse{
			statusCode: resp.StatusCode,
			headers:    resp.Header,
			body:       ioutil.NopCloser(bytes.NewReader(respBody)), /* restore the body */
		}, err
	}

	return &storageResponse{
		statusCode: resp.StatusCode,
		headers:    resp.Header,
		body:       resp.Body}, nil
}

func (c Client) execInternalJSON(verb, url string, headers map[string]string, body io.Reader, auth authentication) (*odataResponse, error) {
	headers, err := c.addAuthorizationHeader(verb, url, headers, auth)
	if err != nil {
		return nil, err
	}

	req, err := http.NewRequest(verb, url, body)
	for k, v := range headers {
		req.Header.Add(k, v)
	}

	httpClient := c.HTTPClient
	if httpClient == nil {
		httpClient = http.DefaultClient
	}

	resp, err := httpClient.Do(req)
	if err != nil {
		return nil, err
	}

	respToRet := &odataResponse{}
	respToRet.body = resp.Body
	respToRet.statusCode = resp.StatusCode
	respToRet.headers = resp.Header

	statusCode := resp.StatusCode
	if statusCode >= 400 && statusCode <= 505 {
		var respBody []byte
		respBody, err = readAndCloseBody(resp.Body)
		if err != nil {
			return nil, err
		}

		if len(respBody) == 0 {
			// no error in response body, might happen in HEAD requests
			err = serviceErrFromStatusCode(resp.StatusCode, resp.Status, resp.Header.Get("x-ms-request-id"))
			return respToRet, err
		}
		// try unmarshal as odata.error json
		err = json.Unmarshal(respBody, &respToRet.odata)
		return respToRet, err
	}

	return respToRet, nil
}

func readAndCloseBody(body io.ReadCloser) ([]byte, error) {
	defer body.Close()
	out, err := ioutil.ReadAll(body)
	if err == io.EOF {
		err = nil
	}
	return out, err
}

func serviceErrFromXML(body []byte, statusCode int, requestID string) (AzureStorageServiceError, error) {
	var storageErr AzureStorageServiceError
	if err := xml.Unmarshal(body, &storageErr); err != nil {
		return storageErr, err
	}
	storageErr.StatusCode = statusCode
	storageErr.RequestID = requestID
	return storageErr, nil
}

func serviceErrFromStatusCode(code int, status string, requestID string) AzureStorageServiceError {
	return AzureStorageServiceError{
		StatusCode: code,
		Code:       status,
		RequestID:  requestID,
		Message:    "no response body was available for error status code",
	}
}

func (e AzureStorageServiceError) Error() string {
	return fmt.Sprintf("storage: service returned error: StatusCode=%d, ErrorCode=%s, ErrorMessage=%s, RequestId=%s, QueryParameterName=%s, QueryParameterValue=%s",
		e.StatusCode, e.Code, e.Message, e.RequestID, e.QueryParameterName, e.QueryParameterValue)
}

// checkRespCode returns UnexpectedStatusError if the given response code is not
// one of the allowed status codes; otherwise nil.
func checkRespCode(respCode int, allowed []int) error {
	for _, v := range allowed {
		if respCode == v {
			return nil
		}
	}
	return UnexpectedStatusCodeError{allowed, respCode}
}