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) Microsoft Corporation

ModuleName:

    MxGeneralKm.h

Abstract:

    Kernel mode implementation for general OS
    functions defined in MxGeneral.h

Author:



Revision History:



--*/

#pragma once

#define MAKE_MX_FUNC_NAME(x)    L##x
typedef LPCWSTR                 MxFuncName;
typedef PKTHREAD                MxThread;
typedef PETHREAD                MdEThread;
typedef PDEVICE_OBJECT          MdDeviceObject;
typedef PDRIVER_OBJECT          MdDriverObject;
typedef PFILE_OBJECT            MdFileObject;
typedef PIO_REMOVE_LOCK         MdRemoveLock;
typedef PCALLBACK_OBJECT        MdCallbackObject;
typedef CALLBACK_FUNCTION       MdCallbackFunctionType, *MdCallbackFunction;
typedef PKINTERRUPT             MdInterrupt;
typedef KSERVICE_ROUTINE        MdInterruptServiceRoutineType, *MdInterruptServiceRoutine;
typedef KSYNCHRONIZE_ROUTINE    MdInterruptSynchronizeRoutineType, *MdInterruptSynchronizeRoutine;

#include "MxGeneral.h"
#include <ntstrsafe.h>

__inline
BOOLEAN
Mx::IsUM(
    )
{
    return FALSE;
}

__inline
BOOLEAN
Mx::IsKM(
    )
{
    return TRUE;
}

__inline
MxThread
Mx::MxGetCurrentThread(
    )
{
    return KeGetCurrentThread();
}

__inline
MdEThread
Mx::GetCurrentEThread(
    )
{
    return PsGetCurrentThread();
}

__inline
NTSTATUS
Mx::MxTerminateCurrentThread(
    __in NTSTATUS Status
    )
{
    return PsTerminateSystemThread(Status);
}

__inline
KIRQL
Mx::MxGetCurrentIrql(
    )
{
    return KeGetCurrentIrql();
}

__drv_maxIRQL(HIGH_LEVEL)
__drv_raisesIRQL(NewIrql)
__inline
VOID
Mx::MxRaiseIrql(
    __in KIRQL                              NewIrql,
    __out __deref __drv_savesIRQL PKIRQL    OldIrql
    )
{
    KeRaiseIrql(NewIrql, OldIrql);
}

__drv_maxIRQL(HIGH_LEVEL)
__inline
VOID
Mx::MxLowerIrql(
    __in __drv_restoresIRQL __drv_nonConstant KIRQL NewIrql
    )
{
    KeLowerIrql(NewIrql);
}

__inline
VOID
Mx::MxQueryTickCount(
    __out PLARGE_INTEGER  TickCount
    )
{
    KeQueryTickCount(TickCount);
}

__inline
ULONG 
Mx::MxQueryTimeIncrement(
    )
{
    return KeQueryTimeIncrement();
}

__inline
VOID
Mx::MxBugCheckEx(
    __in ULONG  BugCheckCode,
    __in ULONG_PTR  BugCheckParameter1,
    __in ULONG_PTR  BugCheckParameter2,
    __in ULONG_PTR  BugCheckParameter3,
    __in ULONG_PTR  BugCheckParameter4
)
{
    #pragma prefast(suppress:__WARNING_USE_OTHER_FUNCTION, "KeBugCheckEx is the intent.");
    KeBugCheckEx(
        BugCheckCode,
        BugCheckParameter1,
        BugCheckParameter2,
        BugCheckParameter3,
        BugCheckParameter4
        );
}

__inline
VOID
Mx::MxDbgBreakPoint(
    )
{
    DbgBreakPoint();
}

__inline
VOID
Mx::MxAssert(
    __in BOOLEAN Condition
    )
{
    UNREFERENCED_PARAMETER(Condition);

    ASSERT(Condition); //this get defined as RtlAssert
}

__inline
VOID
Mx::MxAssertMsg(
    __in LPSTR Message,
    __in BOOLEAN Condition
    )
{
    UNREFERENCED_PARAMETER(Message);
    UNREFERENCED_PARAMETER(Condition);

    ASSERTMSG(Message, Condition);
}

_Acquires_lock_(_Global_critical_region_)
__inline
VOID
Mx::MxEnterCriticalRegion(
    )
{
    KeEnterCriticalRegion();
}

_Releases_lock_(_Global_critical_region_)
__inline
VOID
Mx::MxLeaveCriticalRegion(
    )
{
    KeLeaveCriticalRegion();
}

__inline
VOID
Mx::MxDelayExecutionThread(
    __in KPROCESSOR_MODE  WaitMode,
    __in BOOLEAN  Alertable,
    __in PLARGE_INTEGER  Interval
    )
{
    ASSERTMSG("Interval must be relative\n", Interval->QuadPart <= 0);
    
    KeDelayExecutionThread(
        WaitMode,
        Alertable,
        Interval
        );
}

__inline
PVOID
Mx::MxGetSystemRoutineAddress(
    __in MxFuncName FuncName
    )
{
    UNICODE_STRING funcName;

    RtlInitUnicodeString(&funcName, FuncName);
    return MmGetSystemRoutineAddress(&funcName);
}

__inline
VOID
Mx::MxReferenceObject(
    __in PVOID Object
    )
{
    ObReferenceObject(Object);
}

__inline
VOID
Mx::MxDereferenceObject(
    __in PVOID Object
    )
{
    ObDereferenceObject(Object);
}

__inline
VOID
Mx::MxInitializeRemoveLock(
    __in MdRemoveLock  Lock,
    __in ULONG  AllocateTag,
    __in ULONG  MaxLockedMinutes,
    __in ULONG  HighWatermark
    )
{
    IoInitializeRemoveLock(Lock, AllocateTag, MaxLockedMinutes, HighWatermark);
}

__inline
NTSTATUS
Mx::MxAcquireRemoveLock(
    __in MdRemoveLock  RemoveLock,
    __in_opt PVOID  Tag 
    )
{
    return IoAcquireRemoveLock(RemoveLock, Tag);
}

__inline
VOID
Mx::MxReleaseRemoveLock(
    __in MdRemoveLock  RemoveLock,
    __in PVOID  Tag 
    )
{
    IoReleaseRemoveLock(RemoveLock, Tag);
}

__inline
VOID
Mx::MxReleaseRemoveLockAndWait(
    __in MdRemoveLock  RemoveLock,
    __in PVOID  Tag 
    )
{
    IoReleaseRemoveLockAndWait(RemoveLock, Tag);
}

__inline
BOOLEAN
Mx::MxHasEnoughRemainingThreadStack(
    VOID
    )
{
    return (IoGetRemainingStackSize() < KERNEL_STACK_SIZE/2) ? FALSE : TRUE;
}

_Releases_lock_(_Global_cancel_spin_lock_)
__drv_requiresIRQL(DISPATCH_LEVEL)
__inline
VOID
Mx::ReleaseCancelSpinLock(
    __in __drv_restoresIRQL __drv_useCancelIRQL  KIRQL  Irql
    )
{
    IoReleaseCancelSpinLock(Irql);
}

__inline
NTSTATUS
Mx::CreateCallback(
    __out PCALLBACK_OBJECT  *CallbackObject,
    __in POBJECT_ATTRIBUTES  ObjectAttributes,
    __in BOOLEAN  Create,
    __in BOOLEAN  AllowMultipleCallbacks
    )
{
    return ExCreateCallback(
        CallbackObject, 
        ObjectAttributes, 
        Create, 
        AllowMultipleCallbacks);
}

__inline
PVOID
Mx::RegisterCallback(
    __in PCALLBACK_OBJECT  CallbackObject,
    __in MdCallbackFunction  CallbackFunction,
    __in PVOID  CallbackContext
    )
{
    return ExRegisterCallback(
        CallbackObject,
        CallbackFunction, 
        CallbackContext);
}

__inline
VOID
Mx::UnregisterCallback(
    __in PVOID  CbRegistration
    )
{
    ExUnregisterCallback(CbRegistration);
}

__inline
VOID
Mx::MxUnlockPages(
    __in PMDL Mdl
    )
{
    MmUnlockPages(Mdl);
}

__inline
PVOID
Mx::MxGetSystemAddressForMdlSafe(
    __inout PMDL Mdl,
    __in    ULONG Priority
    )
{
    return MmGetSystemAddressForMdlSafe(Mdl, Priority);
}

__inline
VOID
Mx::MxBuildMdlForNonPagedPool(
    __inout PMDL Mdl
    )
{
    MmBuildMdlForNonPagedPool(Mdl);
}

__inline
PVOID
Mx::MxGetDriverObjectExtension(
    __in PDRIVER_OBJECT DriverObject,
    __in PVOID ClientIdentificationAddress
    )
{
    return IoGetDriverObjectExtension(DriverObject, 
                                        ClientIdentificationAddress);
}

__inline
NTSTATUS
Mx::MxAllocateDriverObjectExtension(
    _In_  MdDriverObject DriverObject,
    _In_  PVOID ClientIdentificationAddress,
    _In_  ULONG DriverObjectExtensionSize,
    // When successful, this always allocates already-aliased memory.
    _Post_ _At_(*DriverObjectExtension, _When_(return==0,
    __drv_aliasesMem __drv_allocatesMem(Mem) _Post_notnull_))
    _When_(return == 0, _Outptr_result_bytebuffer_(DriverObjectExtensionSize))
    PVOID *DriverObjectExtension
    )
{
    return IoAllocateDriverObjectExtension(DriverObject,
                                            ClientIdentificationAddress,
                                            DriverObjectExtensionSize,
                                            DriverObjectExtension);
}

__inline
MdDeviceObject
Mx::MxGetAttachedDeviceReference(
    __in PDEVICE_OBJECT DriverObject
    )
{
    return IoGetAttachedDeviceReference(DriverObject);
}

__inline
VOID
Mx::MxDeleteSymbolicLink(
    __in PUNICODE_STRING Value
    )
{
    IoDeleteSymbolicLink(Value);
}

__inline
VOID
Mx::MxDeleteNPagedLookasideList(
    _In_ PNPAGED_LOOKASIDE_LIST LookasideList
    )
{
    ExDeleteNPagedLookasideList(LookasideList);
}

__inline
VOID
Mx::MxDeletePagedLookasideList(
    _In_ PPAGED_LOOKASIDE_LIST LookasideList
    )
{
    ExDeletePagedLookasideList(LookasideList);
}

__inline
VOID
Mx::MxInitializeNPagedLookasideList(
    _Out_     PNPAGED_LOOKASIDE_LIST Lookaside,
    _In_opt_  PALLOCATE_FUNCTION Allocate,
    _In_opt_  PFREE_FUNCTION Free,
    _In_      ULONG Flags,
    _In_      SIZE_T Size,
    _In_      ULONG Tag,
    _In_      USHORT Depth
    )
{
    ExInitializeNPagedLookasideList(Lookaside,
                                        Allocate,
                                        Free,
                                        Flags,
                                        Size,
                                        Tag,
                                        Depth);
}

__inline
VOID
Mx::MxInitializePagedLookasideList(
    _Out_     PPAGED_LOOKASIDE_LIST Lookaside,
    _In_opt_  PALLOCATE_FUNCTION Allocate,
    _In_opt_  PFREE_FUNCTION Free,
    _In_      ULONG Flags,
    _In_      SIZE_T Size,
    _In_      ULONG Tag,
    _In_      USHORT Depth
    )
{
    ExInitializePagedLookasideList(Lookaside,
                                        Allocate,
                                        Free,
                                        Flags,
                                        Size,
                                        Tag,
                                        Depth);
}

__inline
VOID
Mx::MxDeleteDevice(
    _In_ MdDeviceObject Device
    )
{
    IoDeleteDevice(Device);
}

__inline
VOID
Mx::MxDetachDevice(
    _Inout_ MdDeviceObject Device
    )
{
    IoDetachDevice(Device);
}

__inline
MdDeviceObject
Mx::MxAttachDeviceToDeviceStack(
    _In_ MdDeviceObject SourceDevice,
    _In_ MdDeviceObject TargetDevice
    )
{
    return IoAttachDeviceToDeviceStack(SourceDevice, TargetDevice);
}

__inline 
NTSTATUS
Mx::MxCreateDeviceSecure(
      _In_      PDRIVER_OBJECT DriverObject,
      _In_      ULONG DeviceExtensionSize,
      _In_opt_  PUNICODE_STRING DeviceName,
      _In_      DEVICE_TYPE DeviceType,
      _In_      ULONG DeviceCharacteristics,
      _In_      BOOLEAN Exclusive,
      _In_      PCUNICODE_STRING DefaultSDDLString,
      _In_opt_  LPCGUID DeviceClassGuid,
      _Out_     MdDeviceObject *DeviceObject
    )
{
    return IoCreateDeviceSecure(DriverObject,
                DeviceExtensionSize,
                DeviceName,
                DeviceType,
                DeviceCharacteristics,
                Exclusive,
                DefaultSDDLString,
                DeviceClassGuid,
                DeviceObject);
}

__inline
NTSTATUS 
Mx::MxCreateDevice(
    _In_      PDRIVER_OBJECT DriverObject,
    _In_      ULONG DeviceExtensionSize,
    _In_opt_  PUNICODE_STRING DeviceName,
    _In_      DEVICE_TYPE DeviceType,
    _In_      ULONG DeviceCharacteristics,
    _In_      BOOLEAN Exclusive,
    _Out_     MdDeviceObject *DeviceObject
)
{
    return IoCreateDevice(DriverObject,
                    DeviceExtensionSize,
                    DeviceName,
                    DeviceType,
                    DeviceCharacteristics,
                    Exclusive,
                    DeviceObject);

}

__inline
NTSTATUS
Mx::MxCreateSymbolicLink(
    _In_ PUNICODE_STRING SymbolicLinkName,
    _In_ PUNICODE_STRING DeviceName
    )
{
    return IoCreateSymbolicLink(SymbolicLinkName, DeviceName);
}

__inline
VOID
Mx::MxFlushQueuedDpcs(
    )
{
    KeFlushQueuedDpcs();
}

__inline
NTSTATUS
Mx::MxSetDeviceInterfaceState(
    _In_ PUNICODE_STRING SymbolicLinkName,
    _In_ BOOLEAN Enable
    )
{
    return IoSetDeviceInterfaceState(SymbolicLinkName, Enable);
}


__inline
NTSTATUS
Mx::MxRegisterDeviceInterface(
    _In_      PDEVICE_OBJECT PhysicalDeviceObject,
    _In_      const GUID *InterfaceClassGuid,
    _In_opt_  PUNICODE_STRING ReferenceString,
    _Out_     PUNICODE_STRING SymbolicLinkName
    )
{
    return IoRegisterDeviceInterface(PhysicalDeviceObject, 
                                     InterfaceClassGuid, 
                                     ReferenceString, 
                                     SymbolicLinkName);
}

__inline
VOID 
Mx::MxInitializeMdl(
    _In_  PMDL MemoryDescriptorList,
    _In_  PVOID BaseVa,
    _In_  SIZE_T Length
    )
{
    MmInitializeMdl(MemoryDescriptorList, BaseVa, Length);
}

__inline
PVOID
Mx::MxGetMdlVirtualAddress(
    _In_ PMDL Mdl
    )
{
    return MmGetMdlVirtualAddress(Mdl);
}

__inline
VOID 
Mx::MxBuildPartialMdl(
    _In_     PMDL SourceMdl,
    _Inout_  PMDL TargetMdl,
    _In_     PVOID VirtualAddress,
    _In_     ULONG Length
    )
{
    IoBuildPartialMdl(SourceMdl,
                        TargetMdl,
                        VirtualAddress,
                        Length
                        );
}

__inline
VOID 
Mx::MxQuerySystemTime(
    _Out_ PLARGE_INTEGER CurrentTime
    )
{
    KeQuerySystemTime(CurrentTime);
}

__inline
NTSTATUS
Mx::MxReferenceObjectByHandle(
    __in HANDLE Handle,
    __in ACCESS_MASK DesiredAccess,
    __in_opt POBJECT_TYPE ObjectType,
    __in KPROCESSOR_MODE AccessMode,
    __out  PVOID *Object,
    __out_opt POBJECT_HANDLE_INFORMATION HandleInformation
    )
{
    return ObReferenceObjectByHandle(
                Handle,
                DesiredAccess,
                ObjectType,
                AccessMode,
                Object,
                HandleInformation);
}

__inline
NTSTATUS
Mx::MxUnRegisterPlugPlayNotification(
    __in __drv_freesMem(Pool) PVOID NotificationEntry
    )
{
    return IoUnregisterPlugPlayNotification(NotificationEntry);
}


__inline
NTSTATUS
Mx::MxClose(
    __in HANDLE Handle
    )
{
    return ZwClose(Handle);
}

__inline
KIRQL
Mx::MxAcquireInterruptSpinLock(
    _Inout_ PKINTERRUPT Interrupt
    )
{
    return KeAcquireInterruptSpinLock(Interrupt);
}

__inline
VOID
Mx::MxReleaseInterruptSpinLock(
    _Inout_ PKINTERRUPT Interrupt,
    _In_ KIRQL OldIrql
    )
{
    KeReleaseInterruptSpinLock(Interrupt, OldIrql);
}

__inline
BOOLEAN 
Mx::MxInsertQueueDpc(
  __inout   PRKDPC Dpc,
  __in_opt  PVOID SystemArgument1,
  __in_opt  PVOID SystemArgument2
)
{
    return KeInsertQueueDpc(Dpc, SystemArgument1, SystemArgument2);
}