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]


#pragma once
#ifndef FILETRANSFER_NODE
#define FILETRANSFER_NODE

#include "filetransfer_common.h"
#include "Common/Noncopyable.hpp"
#include "xrCommon/xr_deque.h"

// fwd. decl.
template <typename T> class buffer_vector;


namespace file_transfer
{
class file_reader : private Noncopyable
{
public:
    file_reader(){};
    virtual ~file_reader(){};

    virtual bool make_data_packet(NET_Packet& packet, u32 chunk_size) = 0;
    virtual bool is_first_packet() = 0;
    virtual u32 size() = 0;
    virtual u32 tell() = 0;
    virtual bool opened() const = 0;
}; // class file_reader

class disk_file_reader : public file_reader
{
    IReader* m_reader;

public:
    explicit disk_file_reader(shared_str const& file_name);
    virtual ~disk_file_reader();
    virtual bool make_data_packet(NET_Packet& packet, u32 chunk_size);
    virtual bool is_first_packet();
    virtual u32 size();
    virtual u32 tell();
    virtual bool opened() const;
}; // class disk_file_reader

class memory_reader : public file_reader
{
    IReader* m_reader;

public:
    memory_reader(u8* data_ptr, u32 data_size);
    virtual ~memory_reader();
    virtual bool make_data_packet(NET_Packet& packet, u32 chunk_size);
    virtual bool is_first_packet();
    virtual u32 size();
    virtual u32 tell();
    virtual bool opened() const;
}; // class memory_reader

class buffers_vector_reader : public file_reader
{
public:
    explicit buffers_vector_reader(buffer_vector<mutable_buffer_t>* buffers);
    virtual ~buffers_vector_reader();
    virtual bool make_data_packet(NET_Packet& packet, u32 chunk_size);
    virtual bool is_first_packet();
    virtual u32 size();
    virtual u32 tell();
    virtual bool opened() const;

private:
    void accumulate_size();
    void read_from_current_buf(NET_Packet& dest, u32 read_size);

    typedef xr_deque<mutable_buffer_t> buffers_vector_t;

    buffers_vector_t m_buffers;
    u32 m_current_buf_offs;
    u32 m_complete_buffers_size;
    u32 m_sum_size;
}; // class buffer_vector_reader

class memory_writer_reader : public file_reader
{
    CMemoryWriter* m_writer_as_src;
    u32 m_writer_pointer; // to read ..
    u32 const m_writer_max_size;

public:
    memory_writer_reader(CMemoryWriter* src_writer, u32 const max_size);
    virtual ~memory_writer_reader();
    virtual bool make_data_packet(NET_Packet& packet, u32 chunk_size);
    virtual bool is_first_packet();
    virtual u32 size();
    virtual u32 tell();
    virtual bool opened() const;
}; // class memory_writer_reader

class filetransfer_node : public Noncopyable
{
private:
    u32 m_chunk_size;
    u32 m_last_peak_throughput;
    u32 m_last_chunksize_update_time;
    u32 m_user_param;

    file_reader* m_reader;

    sending_state_callback_t m_process_callback;

public:
    filetransfer_node(shared_str const& file_name, u32 const chunk_size, sending_state_callback_t const& callback);
    filetransfer_node(u8* data, u32 const data_size, u32 const chunk_size, sending_state_callback_t const& callback,
        u32 user_param = 0);
    filetransfer_node(buffer_vector<mutable_buffer_t>* vector_of_buffers, u32 const chunk_size,
        sending_state_callback_t const& callback, u32 user_param = 0);
    filetransfer_node(CMemoryWriter* src_writer, u32 const max_size, u32 const chunk_size,
        sending_state_callback_t const& callback, u32 user_param = 0);

    ~filetransfer_node();

    void calculate_chunk_size(u32 peak_throughput, u32 current_throughput);
    bool make_data_packet(NET_Packet& packet); // returns true if this is a last packet ...
    void signal_callback(sending_status_t status);
    bool is_complete();
    bool is_ready_to_send();

    // inline	shared_str const &	get_file_name	() { return m_file_name; };
    bool opened() const;
    // inline	IReader*			get_reader		() { return m_reader; };
    inline u32 const get_chunk_size() const { return m_chunk_size; };
}; // class filetransfer_node

} // namespace file_transfer

#endif //#ifndef FILETRANSFER_NODE