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 2018 Brett T. Warden

/// @file
/// @brief Disney Made With Magic (MWM) Support
/// derived from ir_Lasertag.cpp
/// @see https://github.com/crankyoldgit/IRremoteESP8266/pull/557

// Supports:
//   Brand: Disney,  Model: Made With Magic (Glow With The Show) wand

#include <algorithm>
#include "IRrecv.h"
#include "IRsend.h"
#include "IRutils.h"

// Constants
const uint16_t kMWMMinSamples = 6;  // Msgs are >=3 bytes, bytes have >=2
                                    // samples
const uint16_t kMWMTick = 417;
const uint32_t kMWMMinGap = 30000;  // Typical observed delay b/w commands
const uint8_t kMWMTolerance = 0;    // Percentage error margin.
const uint16_t kMWMExcess = 0;      // See kMarkExcess.
const uint16_t kMWMDelta = 150;     // Use instead of Excess and Tolerance.
const uint8_t kMWMMaxWidth = 9;     // Maximum number of successive bits at a
                                    // single level - worst case
const int16_t kSpace = 1;
const int16_t kMark = 0;

#if SEND_MWM
/// Send a MWM packet/message.
/// Status: Implemented.
/// @param[in] data The message to be sent.
/// @param[in] nbytes The number of bytes of message to be sent.
/// @param[in] repeat The number of times the command is to be repeated.
/// @note This protocol is 2400 bps serial, 1 start bit (mark),
///   1 stop bit (space), no parity
void IRsend::sendMWM(const uint8_t data[], const uint16_t nbytes,
                     const uint16_t repeat) {
  if (nbytes < 3) return;  // Shortest possible message is 3 bytes

  // Set 38kHz IR carrier frequency & a 1/4 (25%) duty cycle.
  // NOTE: duty cycle is not confirmed. Just guessing based on RC5/6 protocols.
  enableIROut(38, 25);

  for (uint16_t r = 0; r <= repeat; r++) {
    // Data
    for (uint16_t i = 0; i < nbytes; i++) {
      uint8_t byte = data[i];

      // Start bit
      mark(kMWMTick);

      // LSB first, space=1
      for (uint8_t mask = 0x1; mask; mask <<= 1) {
        if (byte & mask) {  // 1
          space(kMWMTick);
        } else {  // 0
          mark(kMWMTick);
        }
      }
      // Stop bit
      space(kMWMTick);
    }
    // Footer
    space(kMWMMinGap);
  }
}
#endif  // SEND_MWM

#if DECODE_MWM
/// Decode the supplied MWM message.
/// Status: Implemented.
/// @param[in,out] results Ptr to the data to decode & where to store the result
/// @param[in] offset The starting index to use when attempting to decode the
///   raw data. Typically/Defaults to kStartOffset.
/// @param[in] nbits The number of data bits to expect.
/// @param[in] strict Flag indicating if we should perform strict matching.
/// @return True if it can decode it, false if it can't.
/// @note This protocol is 2400 bps serial, 1 start bit (mark),
///   1 stop bit (space), no parity
bool IRrecv::decodeMWM(decode_results *results, uint16_t offset,
                       const uint16_t nbits, const bool strict) {
  DPRINTLN("DEBUG: decodeMWM");

  // Compliance
  if (results->rawlen <= kMWMMinSamples + offset) {
    DPRINTLN("DEBUG: decodeMWM: too few samples");
    return false;
  }

  uint16_t used = 0;
  uint64_t data = 0;
  uint16_t frame_bits = 0;
  uint16_t data_bits = 0;

  // No Header

  // Data
  uint8_t bits_per_frame = 10;
  for (; offset < results->rawlen && results->bits < 8 * kStateSizeMax;
       frame_bits++) {
    DPRINT("DEBUG: decodeMWM: offset = ");
    DPRINTLN(offset);
    int16_t level = getRClevel(results, &offset, &used, kMWMTick, kMWMTolerance,
                               kMWMExcess, kMWMDelta, kMWMMaxWidth);
    if (level < 0) {
      DPRINTLN("DEBUG: decodeMWM: getRClevel returned error");
      break;
    }
    switch (frame_bits % bits_per_frame) {
      case 0:
        // Start bit
        if (level != kMark) {
          DPRINTLN("DEBUG: decodeMWM: framing error - invalid start bit");
          goto done;
        }
        break;
      case 9:
        // Stop bit
        if (level != kSpace) {
          DPRINTLN("DEBUG: decodeMWM: framing error - invalid stop bit");
          return false;
        } else {
          DPRINT("DEBUG: decodeMWM: data_bits = ");
          DPRINTLN(data_bits);
          DPRINT("DEBUG: decodeMWM: Finished byte: ");
          DPRINTLN(uint64ToString(data));
          results->state[data_bits / 8 - 1] = data & 0xFF;
          results->bits = data_bits;
          data = 0;
        }
        break;
      default:
        // Data bits
        DPRINT("DEBUG: decodeMWM: Storing bit: ");
        DPRINTLN((level == kSpace));
        // Transmission is LSB-first, space=1
        data |= ((level == kSpace)) << 8;
        data >>= 1;
        data_bits++;
        break;
    }
  }

done:
  // Footer (None)

  // Compliance
  DPRINT("DEBUG: decodeMWM: frame_bits = ");
  DPRINTLN(frame_bits);
  DPRINT("DEBUG: decodeMWM: data_bits = ");
  DPRINTLN(data_bits);
  if (data_bits < nbits) {
    DPRINT("DEBUG: decodeMWM: too few bits; expected ");
    DPRINTLN(nbits);
    return false;  // Less data than we expected.
  }

  uint16_t payload_length = 0;
  switch (results->state[0] & 0xf0) {
    case 0x90:
    case 0xf0:
      // Normal commands
      payload_length = results->state[0] & 0x0f;
      DPRINT("DEBUG: decodeMWM: payload_length = ");
      DPRINTLN(payload_length);
      break;
    default:
      if (strict) {
        // Show commands
        if (results->state[0] != 0x55 && results->state[1] != 0xAA) {
          return false;
        }
      }
      break;
  }
  if (data_bits < (payload_length + 3) * 8) {
    DPRINT("DEBUG: decodeMWM: too few bytes; expected ");
    DPRINTLN((payload_length + 3));
    return false;
  }
  if (strict) {
    if (payload_length && (data_bits > (payload_length + 3) * 8)) {
      DPRINT("DEBUG: decodeMWM: too many bytes; expected ");
      DPRINTLN((payload_length + 3));
      return false;
    }
  }

  // Success
  results->decode_type = MWM;
  results->repeat = false;
  return true;
}
#endif  // DECODE_MWM

// vim: et:ts=2:sw=2