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) 2007, 2012, Oracle and/or its affiliates. All rights reserved.
 * DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER.
 *
 * This code is free software; you can redistribute it and/or modify it
 * under the terms of the GNU General Public License version 2 only, as
 * published by the Free Software Foundation.
 *
 * This code is distributed in the hope that it will be useful, but WITHOUT
 * ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
 * FITNESS FOR A PARTICULAR PURPOSE.  See the GNU General Public License
 * version 2 for more details (a copy is included in the LICENSE file that
 * accompanied this code).
 *
 * You should have received a copy of the GNU General Public License version
 * 2 along with this work; if not, write to the Free Software Foundation,
 * Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA.
 *
 * Please contact Oracle, 500 Oracle Parkway, Redwood Shores, CA 94065 USA
 * or visit www.oracle.com if you need additional information or have any
 * questions.
 */
package com.sun.max.vm.jni;

import static com.sun.max.vm.tele.Inspectable.isVmInspected;

import com.sun.max.annotate.*;
import com.sun.max.memory.*;
import com.sun.max.unsafe.*;
import com.sun.max.util.*;
import com.sun.max.vm.*;
import com.sun.max.vm.actor.member.*;
import com.sun.max.vm.runtime.*;
import com.sun.max.vm.thread.*;
import com.sun.max.vm.type.*;

/**
 * Interface to the platform dependent functions for dealing with dynamically loaded libraries and
 * resolving symbols in the main program.
 *
 * The naming convention used matches that of the POSIX C dynamic linking functions (usually
 * defined in dlfcn.h).
 *
 * This class plays a key role in the VM bootstrap by providing a simple path to resolve critical
 * native symbols, e.g., for debugging and monitor support. Everything actually hinges on three native functions,
 * "dlsym", "dlerror" and "dlopen", which are passed to the {@link #initialize} method. Every other native
 *  symbol  can be found from there.
 *
 *  If the VM is being inspected we maintain data structures that support access to native functions.
 */
public final class DynamicLinker {

    private static final String DLOPEN = "dlopen";
    private static final String DLSYM = "dlsym";
    private static final String JNI_ONLOAD = "JNI_OnLoad";
    public static boolean TraceDL;
    static {
        VMOptions.addFieldOption("-XX:", "TraceDL", DynamicLinker.class, "Trace Dynamic Linker calls.");
    }

    private DynamicLinker() {
    }

    private static Word mainHandle = Word.zero();

    private static final NativeFunction dlopen = resolveNativeFunction("dlopen", Address.class);
    private static final NativeFunction dlsym = resolveNativeFunction("dlsym", Word.class, Address.class);
    private static final NativeFunction dlerror = resolveNativeFunction("dlerror");

    @HOSTED_ONLY
    private static NativeFunction resolveNativeFunction(String name, Class... parameterTypes) {
        ClassMethodActor cma = (ClassMethodActor) ClassRegistry.findMethod(DynamicLinker.class, name, parameterTypes);
        return cma.nativeFunction;
    }

    /**
     * Initialize the system, "opening" the main program dynamic library.
    */
    public static void initialize(Word dlopenAddress, Word dlsymAddress, Word dlerrorAddress) {
        dlopen.setAddress(dlopenAddress.asAddress());
        dlsym.setAddress(dlsymAddress.asAddress());
        dlerror.setAddress(dlerrorAddress.asAddress());
        mainHandle = dlopen(Address.zero());
        LibInfo.add(Pointer.zero(), mainHandle);
    }

    @C_FUNCTION
    private static native Word dlopen(Address absolutePath);

    @C_FUNCTION
    private static native Word dlerror();

    @C_FUNCTION
    private static native Word dlsym(Word handle, Address name);

    @C_FUNCTION
    private static native Word dlclose(Word handle);

    public static native int invokeJNIOnLoad(Address onload);

    private static Word doLoad(String absolutePath) {
        final Word handle;
        if (absolutePath == null) {
            // This should not happen as mainHandle loaded in initialize (mjj)
            handle = mainHandle;
        } else {
            Pointer cString = CString.utf8FromJava(absolutePath);
            handle = dlopen(cString);
            if (handle.isZero()) {
                Memory.deallocate(cString);
                try {
                    final Pointer errorMessage = dlerror().asPointer();
                    if (errorMessage.isZero()) {
                        throw new UnsatisfiedLinkError(absolutePath);
                    }
                    throw new UnsatisfiedLinkError(absolutePath + ": " + CString.utf8ToJava(errorMessage));
                } catch (Utf8Exception utf8Exception) {
                    throw new UnsatisfiedLinkError();
                }
            }
            LibInfo.add(cString, handle);
            if (TraceDL) {
                trace(DLOPEN, absolutePath, handle);
            }
        }
        return handle;
    }

    /**
     * Loads the dynamic native library contained in a given file.
     *
     * @param absolutePath an absolute pathname denoting the library file to load
     * @return the opaque handle for the loaded library or {@link Address#zero()} if the library could not be loaded
     * @throws UnsatisfiedLinkError if there was an error locating or loading the library
     */
    public static Word load(String absolutePath) throws UnsatisfiedLinkError {
        return doLoad(absolutePath);
    }

    /**
     * Variant of {@link #load(String)} used to load JVMTI agent libraries, before we have a heap.
     */
    public static Word load(Pointer pathAsCString) {
        Word handle = dlopen(pathAsCString);
        if (handle.isNotZero()) {
            LibInfo.add(pathAsCString, handle);
        }
        return handle;
    }

    /**
     * Looks up a symbol from a given dynamically loaded native library.
     *
     * @param handle a handle to a native library dynamically loaded by {@link #load}
     * @param symbol the symbol to lookup
     * @return the address of the symbol or null if it is not found in the library
     */
    public static Word lookupSymbol(Word handle, String symbol) {
        Word h = handle;
        if (h.isZero()) {
            h = mainHandle;
        }
        return dlsym(symbol, h);
    }

    private static final int STACK_BUFFER_SIZE = 2048;

    /**
     * Looks up a symbol in a given library.
     *
     * @param symbol one or two symbols to be used for the lookup (see
     *            {@link Mangle#mangleMethod(TypeDescriptor, String, SignatureDescriptor, boolean)})
     * @param h a handle to a native library dynamically loaded by {@link #load}
     * @return the address or null if it is not found in the library
     */
    private static Word dlsym(String symbol, Word h) {
        if (TraceDL) {
            trace(DLSYM, symbol, h);
        }
        Pointer symbolAsCString = Intrinsics.alloca(STACK_BUFFER_SIZE, false);
        Word addr;
        int delim = symbol.indexOf(Mangle.LONG_NAME_DELIMITER);
        if (delim == -1) {
            final int i = CString.writePartialUtf8(symbol, 0, symbol.length(), symbolAsCString, STACK_BUFFER_SIZE);
            FatalError.check(i == symbol.length() + 1, "Symbol name is too long for buffer");
            addr = dlsym(h, symbolAsCString);
        } else {
            int shortNameLength = delim;
            int i = CString.writePartialUtf8(symbol, 0, shortNameLength, symbolAsCString, STACK_BUFFER_SIZE);
            FatalError.check(i == shortNameLength + 1, "Symbol name is too long for buffer");

            addr = dlsym(h, symbolAsCString);
            if (addr.isZero()) {
                int longNameSuffixLength = symbol.length() - (delim + 1);
                i = CString.writePartialUtf8(symbol, delim + 1, longNameSuffixLength, symbolAsCString.plus(shortNameLength), STACK_BUFFER_SIZE - shortNameLength);
                FatalError.check(i == longNameSuffixLength + 1, "Symbol name is too long for buffer");
                addr = dlsym(h, symbolAsCString);
            }
        }
        if (addr.isNotZero() && criticalLinked && isVmInspected()) {
            // every user loaded library checks for JNI_OnLoad first and it is not
            // usually defined in the library but resolves elsewhere so is useless as a sentinel.
            if (!symbol.equals(JNI_ONLOAD)) {
                LibInfo.setSentinel(h, symbolAsCString, addr.asAddress());
            }
        }
        return addr;
    }

    private static void trace(String callType, String string, Word handle) {
        boolean lockDisabledSafepoints = Log.lock();
        Log.print("[Thread \"");
        Log.print(VmThread.current().getName());
        Log.print("\" ");
        Log.print(callType);
        Log.print(" ");
        Log.print(string);
        if (callType.equals(DLSYM)) {
            Log.print(" in ");
            printLibrary(handle);
        }
        Log.println("]");
        Log.unlock(lockDisabledSafepoints);
    }

    private static void printLibrary(Word handle) {
        for (int i = 0; i < libInfoIndex; i++) {
            LibInfo libInfo = libInfoArray[i];
            if (libInfo.handle.equals(handle)) {
                if (libInfo.pathAsCString.isZero()) {
                    Log.print("maxvm");
                } else {
                    Log.printCString(libInfo.pathAsCString);
                }
                return;
            }
        }
        Log.print("unknown library");
    }

    public static void close(Word handle) {
        // TODO: should we check for unsuccessful close?
        dlclose(handle);
    }

    @ALIAS(declaringClass = ClassLoader.class)
    private static native long findNative(ClassLoader loader, String name);

    /**
     * Looks up the symbol for a native method.
     *
     * @param classMethodActor the actor for a native method
     * @param symbol the symbol of the native method's implementation
     * @return the address of {@code symbol}
     * @throws UnsatisfiedLinkError if the symbol cannot be found in any of the dynamic libraries bound to the VM
     */
    public static Word lookup(MethodActor classMethodActor, String symbol) throws UnsatisfiedLinkError {
        Word symbolAddress = Word.zero();
        if (MaxineVM.isHosted()) {
            symbolAddress = MethodID.fromMethodActor(classMethodActor);
        } else {
            // First look in the native libraries loaded by the class loader of the class in which this native method was declared
            ClassLoader classLoader = classMethodActor.holder().classLoader;
            symbolAddress = Address.fromLong(findNative(classLoader, symbol));
            // Now look in the system library path
            if (symbolAddress.isZero() && classLoader != null) {
                symbolAddress = Address.fromLong(findNative(null, symbol));
            }
        }
        if (symbolAddress.isZero()) {
            throw new UnsatisfiedLinkError(symbol);
        }
        return symbolAddress;
    }


   /*
    * Inspector support for finding native functions. dlfcn isn't very helpful.
    * We make an assumption that functions in the library
    * are loaded contiguously. We can't find the base address
    * only the value of a given symbol. Also dlsym has a complex
    * lookup mechanism that, for example, will return the
    * same value for a duplicate symbol when looked up using
    * different library handles. So we can't use a sentinel symbol
    * like "_init", which is found in all libraries. So we set a random
    * sentinel based on the first symbol looked up. The Inspector
    * can then 'relocate" all the other symbols using the ELF
    * file, assuming a contiguous load.
    *
    * Library name is recorded always for tracing. The sentinel symbol is only
    * recorded if the VM is being inspected.
    */

    static {
        new CriticalNativeMethod(Memory.class, "memory_allocate");
    }

    /**
     * This is only important for Inspector support as it prevents runaway recursion
     * in library sentinel function handling.
     */
    private static boolean criticalLinked;

    /**
     * Critical native methods linked, so safe to call {@link Memory#allocate(Size)}.
     */
    public static void markCriticalLinked() {
        criticalLinked = true;
        // This will force the sentinel to be set for mainHandle
        lookupSymbol(mainHandle, "log_lock");
    }

    public static boolean isCriticalLinked() {
        return criticalLinked;
    }

    public static class LibInfo {
        @INSPECTED
        Pointer pathAsCString;
        @INSPECTED
        Word handle;
        @INSPECTED
        Pointer sentinelAsCString;
        @INSPECTED
        Address sentinelAddress;

        static void add(Pointer pathAsCString, Word handle) {
            if (libInfoIndex < libInfoArray.length) {
                // TODO increase space
                LibInfo libInfo = libInfoArray[libInfoIndex];
                libInfo.pathAsCString = pathAsCString;
                libInfo.handle = handle;
                libInfoIndex++;
            }
        }

        static void setSentinel(Word handle, Pointer sentinel, Address sentinelAddress) {
            for (int i = 0; i < libInfoIndex; i++) {
                LibInfo libInfo = libInfoArray[i];
                if (libInfo.handle.equals(handle)) {
                    if (libInfo.sentinelAsCString.isZero()) {
                        Size length = CString.length(sentinel).plus(1);
                        Pointer sentinelCopy = Memory.mustAllocate(length);
                        Memory.copyBytes(sentinel, sentinelCopy, length);
                        libInfo.sentinelAsCString = sentinelCopy;
                        libInfo.sentinelAddress = sentinelAddress;
                    }
                }
            }
        }
    }

    @INSPECTED
    private static int libInfoIndex;
    @INSPECTED
    private static LibInfo[] libInfoArray;

    static {
        libInfoArray = new LibInfo[16];
        for (int i = 0; i < libInfoArray.length; i++) {
            libInfoArray[i] = new LibInfo();
        }
    }


}