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]


/*
 * Copyright (C) Lightbend Inc. <https://www.lightbend.com>
 */

package play.api

import java.util.concurrent.ConcurrentHashMap
import java.util.concurrent.atomic.AtomicInteger

import org.slf4j.{ Logger => Slf4jLogger }
import org.slf4j.LoggerFactory
import org.slf4j.Marker

import scala.collection.mutable
import scala.language.implicitConversions
import scala.collection.JavaConverters._

/**
 * Typical logger interface.
 */
trait LoggerLike {

  /**
   * The underlying SLF4J Logger.
   */
  def logger: Slf4jLogger

  /**
   * The underlying SLF4J Logger.
   */
  lazy val underlyingLogger = logger

  @inline def enabled: Boolean = true

  /**
   * `true` if the logger instance is enabled for the `TRACE` level.
   */
  def isTraceEnabled(implicit mc: MarkerContext): Boolean =
    enabled && mc.marker.fold(logger.isTraceEnabled)(logger.isTraceEnabled)

  /**
   * `true` if the logger instance is enabled for the `DEBUG` level.
   */
  def isDebugEnabled(implicit mc: MarkerContext): Boolean =
    enabled && mc.marker.fold(logger.isDebugEnabled)(logger.isDebugEnabled)

  /**
   * `true` if the logger instance is enabled for the `INFO` level.
   */
  def isInfoEnabled(implicit mc: MarkerContext): Boolean =
    enabled && mc.marker.fold(logger.isInfoEnabled)(logger.isInfoEnabled)

  /**
   * `true` if the logger instance is enabled for the `WARN` level.
   */
  def isWarnEnabled(implicit mc: MarkerContext): Boolean =
    enabled && mc.marker.fold(logger.isWarnEnabled)(logger.isWarnEnabled)

  /**
   * `true` if the logger instance is enabled for the `ERROR` level.
   */
  def isErrorEnabled(implicit mc: MarkerContext): Boolean =
    enabled && mc.marker.fold(logger.isErrorEnabled)(logger.isErrorEnabled)

  /**
   * Logs a message with the `TRACE` level.
   *
   * @param message the message to log
   * @param mc the implicit marker context, if defined.
   */
  def trace(message: => String)(implicit mc: MarkerContext): Unit = {
    if (isTraceEnabled) {
      mc.marker match {
        case None         => logger.trace(message)
        case Some(marker) => logger.trace(marker, message)
      }
    }
  }

  /**
   * Logs a message with the `TRACE` level.
   *
   * @param message the message to log
   * @param error the associated exception
   * @param mc the implicit marker context, if defined.
   */
  def trace(message: => String, error: => Throwable)(implicit mc: MarkerContext): Unit = {
    if (isTraceEnabled) {
      mc.marker match {
        case None         => logger.trace(message, error)
        case Some(marker) => logger.trace(marker, message, error)
      }
    }
  }

  /**
   * Logs a message with the `DEBUG` level.
   *
   * @param message the message to log
   * @param mc the implicit marker context, if defined.
   */
  def debug(message: => String)(implicit mc: MarkerContext): Unit = {
    if (isDebugEnabled) {
      mc.marker match {
        case None         => logger.debug(message)
        case Some(marker) => logger.debug(marker, message)
      }
    }
  }

  /**
   * Logs a message with the `DEBUG` level.
   *
   * @param message the message to log
   * @param error the associated exception
   * @param mc the implicit marker context, if defined.
   */
  def debug(message: => String, error: => Throwable)(implicit mc: MarkerContext): Unit = {
    if (isDebugEnabled) {
      mc.marker match {
        case None         => logger.debug(message, error)
        case Some(marker) => logger.debug(marker, message, error)
      }
    }
  }

  /**
   * Logs a message with the `INFO` level.
   *
   * @param message the message to log
   * @param mc the implicit marker context, if defined.
   */
  def info(message: => String)(implicit mc: MarkerContext): Unit = {
    if (isInfoEnabled) {
      mc.marker match {
        case None         => logger.info(message)
        case Some(marker) => logger.info(marker, message)
      }
    }
  }

  /**
   * Logs a message with the `INFO` level.
   *
   * @param message the message to log
   * @param error the associated exception
   * @param mc the implicit marker context, if defined.
   */
  def info(message: => String, error: => Throwable)(implicit mc: MarkerContext): Unit = {
    if (isInfoEnabled) {
      mc.marker match {
        case None         => logger.info(message, error)
        case Some(marker) => logger.info(marker, message, error)
      }
    }
  }

  /**
   * Logs a message with the `WARN` level.
   *
   * @param message the message to log
   * @param mc the implicit marker context, if defined.
   */
  def warn(message: => String)(implicit mc: MarkerContext): Unit = {
    if (isWarnEnabled) {
      mc.marker match {
        case None         => logger.warn(message)
        case Some(marker) => logger.warn(marker, message)
      }
    }
  }

  /**
   * Logs a message with the `WARN` level.
   *
   * @param message the message to log
   * @param error the associated exception
   * @param mc the implicit marker context, if defined.
   */
  def warn(message: => String, error: => Throwable)(implicit mc: MarkerContext): Unit = {
    if (isWarnEnabled) {
      mc.marker match {
        case None         => logger.warn(message, error)
        case Some(marker) => logger.warn(marker, message, error)
      }
    }
  }

  /**
   * Logs a message with the `ERROR` level.
   *
   * @param message the message to log
   * @param mc the implicit marker context, if defined.
   */
  def error(message: => String)(implicit mc: MarkerContext): Unit = {
    if (isErrorEnabled) {
      mc.marker match {
        case None         => logger.error(message)
        case Some(marker) => logger.error(marker, message)
      }
    }
  }

  /**
   * Logs a message with the `ERROR` level.
   *
   * @param message the message to log
   * @param error the associated exception
   * @param mc the implicit marker context, if defined.
   */
  def error(message: => String, error: => Throwable)(implicit mc: MarkerContext): Unit = {
    if (isErrorEnabled) {
      mc.marker match {
        case None         => logger.error(message, error)
        case Some(marker) => logger.error(marker, message, error)
      }
    }
  }
}

/**
 * A trait that can mixed into a class or trait to add a `logger` named based on the class name.
 */
trait Logging {
  protected val logger: Logger = Logger(getClass)
}

/**
 * A Play logger.
 *
 * @param logger the underlying SL4FJ logger
 */
class Logger private (val logger: Slf4jLogger, isEnabled: => Boolean) extends LoggerLike {
  def this(logger: Slf4jLogger) = this(logger, true)

  @inline override def enabled = isEnabled

  /**
   * Get a logger that only works when the application is in the given mode(s).
   *
   * If the global application mode has not been set (by calling Logger.setApplicationMode), this has no effect.
   */
  def forMode(mode: Mode*): Logger = {
    modeLoggerCache.getOrElseUpdate(mode, new Logger(logger, Logger.applicationMode.forall(mode.contains)))
  }

  private[this] val modeLoggerCache: mutable.Map[Seq[Mode], Logger] =
    new ConcurrentHashMap[Seq[Mode], Logger]().asScala
}

/**
 * High-level API for logging operations.
 *
 * For example, logging with the default application logger:
 * {{{
 * Logger.info("Hello!")
 * }}}
 *
 * Logging with a custom logger:
 * {{{
 * Logger("my.logger").info("Hello!")
 * }}}
 */
object Logger {
  private[this] val log: Slf4jLogger = LoggerFactory.getLogger(getClass)

  private[this] var _mode: Option[Mode]         = None
  private[this] val _appsRunning: AtomicInteger = new AtomicInteger(0)

  /**
   * The global application mode currently being used by the logging API.
   */
  def applicationMode: Option[Mode] = _mode

  /**
   * Set the global application mode used for logging. Used when the Play application starts.
   */
  def setApplicationMode(mode: Mode): Unit = {
    val appsRunning = _appsRunning.incrementAndGet()
    applicationMode.foreach { currentMode =>
      if (currentMode != mode) {
        log.warn(s"Setting logging mode to $mode when it was previously set to $currentMode")
        log.warn(s"There are currently $appsRunning applications running.")
      }
    }
    _mode = Some(mode)
  }

  /**
   * Unset the global application mode. Used when the application shuts down.
   *
   * If multiple applications are running
   */
  def unsetApplicationMode(): Unit = {
    val appsRunning = _appsRunning.decrementAndGet()
    if (appsRunning == 0) {
      _mode = None
    } else if (appsRunning < 0) {
      log.warn("Cannot unset application mode because none was previously set")
      _mode = None
      _appsRunning.incrementAndGet()
    }
  }

  /**
   * Obtains a logger instance.
   *
   * @param name the name of the logger
   * @return a logger
   */
  def apply(name: String): Logger = new Logger(LoggerFactory.getLogger(name))

  /**
   * Obtains a logger instance.
   *
   * @param clazz a class whose name will be used as logger name
   * @return a logger
   */
  def apply(clazz: Class[_]): Logger = new Logger(LoggerFactory.getLogger(clazz.getName.stripSuffix("$")))
}

/**
 * A MarkerContext trait, to provide easy access to org.slf4j.Marker in Logger API.  This is usually accessed
 * with a marker through an implicit conversion from a Marker.
 *
 * {{{
 *   implicit val markerContext: MarkerContext = org.slf4j.MarkerFactory.getMarker("EXAMPLEMARKER")
 *   log.error("This message will be logged with the EXAMPLEMARKER marker")
 * }}}
 *
 */
trait MarkerContext {

  /**
   * @return an SLF4J marker, if one has been defined.
   */
  def marker: Option[Marker]
}

object MarkerContext extends LowPriorityMarkerContextImplicits {

  /**
   * Provides an instance of a MarkerContext from a Marker.  The explicit form is useful when
   * you want to explicitly tag a log message with a particular Marker and you already have a
   * Marker in implicit scope.
   *
   * {{{
   *   implicit val implicitContext: MarkerContext = ...
   *   val explicitContext: MarkerContext = MarkerContext(MarkerFactory.getMarker("EXPLICITMARKER"))
   *
   *   // do not use the implicit MarkerContext
   *   log.error("This message is logged with EXPLICITMARKER")(explicitContext)
   * }}}
   *
   * @param marker the marker to wrap in DefaultMarkerContext
   * @return an instance of DefaultMarkerContext.
   */
  def apply(marker: Marker): MarkerContext = {
    new DefaultMarkerContext(marker)
  }
}

trait LowPriorityMarkerContextImplicits {

  /**
   * A MarkerContext that returns None.  This is used as the "default" marker context if
   * no implicit MarkerContext is found in local scope (meaning there is nothing defined
   * through import or "implicit val").
   */
  implicit val NoMarker = MarkerContext(null)

  /**
   * Enables conversion from a marker to a MarkerContext:
   *
   * {{{
   *  val mc: MarkerContext = MarkerFactory.getMarker("SOMEMARKER")
   * }}}
   *
   * @param marker the SLF4J marker to convert
   * @return the result of `MarkerContext.apply(marker)`
   */
  implicit def markerToMarkerContext(marker: Marker): MarkerContext = {
    MarkerContext(marker)
  }
}

/**
 * A default marker context.  This is used by `MarkerContext.apply`, but can also be used to provide
 * explicit typing for markers.  For example, to define a SecurityContext marker, you can define a case
 * object extending DefaultMarkerContext:
 *
 * {{{
 * case object SecurityMarkerContext extends DefaultMarkerContext(MarkerFactory.getMarker("SECURITY"))
 * }}}
 *
 * @param someMarker a marker used in the `marker` method.
 */
class DefaultMarkerContext(someMarker: Marker) extends MarkerContext {
  def marker: Option[Marker] = Option(someMarker)
}

object MarkerContexts {
  case object SecurityMarkerContext extends DefaultMarkerContext(org.slf4j.MarkerFactory.getMarker("SECURITY"))
}