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]


Update 1: AG Jeff Sessions sent the following statement to all FBI employees tonight:

The President of the United States has exercised his lawful authority to remove James B. Comey, Jr., as the Director of the Federal Bureau of Investigation. By operation of law and effective immediately, Deputy of law and effective immediately, Deputy Director Andrew McCabe assumed the position of Acting Director of the FBI. As you well know, the FBI is an exceptional law enforcement and intelligence agency. It is made so by you, the devoted men and women who work tirelessly to keep our country safe. Thank you for your steadfast dedication and commitment during this time of transition.

* * *

The initially amicable, then increasingly more controversial, contentious and, finally, rancorous relationship between President Donald Trump and FBI Director James Comey has just ended with a bang and with the utterance of Trump's two favorite words: 'You're fired."

According to a statement issued by the White House, the firing of Comey comes at the recommendation of both Deputy Attorney General Rod Rosenstein and Attorney General Jeff Sessions.

Below is the full statement from the White House:

Today, President Donald J. Trump informed FBI Director James Comey that he has been terminated and removed from office. President Trump acted based on the clear recommendations of both Deputy Attorney General Rod Rosenstein and Attorney General Jeff Sessions. "The FBI is one of our Nation's most cherished and respected institutions and today will mark a new beginning for our crown jewel of law enforcement," said President Trump. A search for a new permanent FBI Director will begin immediately.

Below is the letter from Sessions to Trump recommending Comey's termination.

In the letter from Deputy Attorney General Rod Rosenstein, he cites the handling of Comey's Clinton investigation, and says that Comey was wrong to cite his conclusions about the Clinton email probe in July of 2016: "I cannot defend the Director's handling of the conclusion of the investigation of Secretary Clinton's emails, and I do not understand his refusal to accept the nearly universal judgment that he was mistaken," Rosenstein wrote.

Rosenstein was referring to Comey's decision to announce in July last year that the probe of Hillary Clinton should be closed without prosecution, but then declared - 11 days before the Nov. 8 election - that he had reopened the investigation because of a discovery of a new trove of Clinton-related emails. Democrats say the decision cost Clinton victory.

Rosenstein also identified several areas in which he said Comey had erred, saying it was wrong of him to "usurp" then-Attorney General Loretta Lynch's authority by announcing the initial conclusion of the email case on July 5.

Comey "announced his own conclusions about the nation's most sensitive criminal investigation, without the authorization of duly appointed Justice Department leaders," Rosenstein wrote. Comey also "ignored another longstanding principle" by holding a news conference to "release derogatory information about the subject of a declined criminal investigation."







In a separate letter to Comey, Trump said that "you are not able to effectively lead" the FBI, new leadership is needed to restore trust.

More from Trump's letter to Comey:

"... you are hereby terminated and removed from office, effective immediately. While I greatly appreciate you informing me, on three separate occasions, that I am not under investigation, I nevertheless concur with the judgement of the Department of Justice that you are not able to effectively lead the bureau."

Full Trump letter to Comey below, where amusingly Trump notes that the FBI director told him " on three separate occasions" that he wasn't under investigation.

Comey's firing comes days after he testified on Capitol Hill about the FBI's investigation into Russia's election meddling and possible connections between Russia and Trump's campaign.

Republican Lindsay Senator Graham said after Comey was fired that he believes a "fresh start" will serve the FBI and the nation well and that he encouraged the President "to select the most qualified professional available..."

Senate Judiciary Committee Chair Chuck Grassley also applauded Trump's decision saying "The effectiveness of the FBI depends upon the public trust and confidence. Unfortunately, this has clearly been lost."

Meanwhile, fellow Republican John McCain criticized the firing of the FBI director saying "Comey is a man of honor and integrity, & he has led the FBI well in extraordinary circumstances." McCain added that "The president's decision to remove the FBI Director only confirms the need and the urgency" for a special committee on Russia.

Others were similarly critical, with Sen. Mark Warner, vice chairman of Senate Intelligence Cmte, saying in a statement that “It is deeply troubling that the president has fired the FBI director during an active counterintelligence investigation into improper contacts between the Trump campaign and Russia,” and adding that “the President’s actions today are shocking."

“Now more than ever, it is vital that our ongoing investigation is completed in a credible and bipartisan way” he said, adding that "we also need to hear directly” from former Director James Comey “about the FBI investigation and related events.” Like McCain, Warner said a special counsel must be appointed.

“That’s the only way the American people will be able to trust the results of any DOJ investigation”:

Elsewhere, Senator Patrick Leahy, Democrat on Senate Judiciary Committee, said Trump's actions are “nothing less than Nixonian” and that “given that the Attorney General supposedly recused himself from the Russia investigation, he should not have played any role in removing the lead investigator from his duties."

* * *

Will Trump's termination of Comey be perceived as retribution? It's very likely: recall that two months ago Comey announced that the FBI was investigating alleged coordination between the Trump campaign and Russia during the 2016 presidential election. Getting rid of Comey would certainly be perceived as one way of putting any FBI probe on indefinite hold. Case in point, the first accuastion of political interference by Trump in the Bureau's work came from none other than Edward Snowden.

Set aside politics: every American should condemn such political interference in the Bureau's work. https://t.co/hROwSMg1vd — Edward Snowden (@Snowden) May 9, 2017

This FBI Director has sought for years to jail me on account of my political activities. If I can oppose his firing, so can you. https://t.co/zUp5kquy8q — Edward Snowden (@Snowden) May 9, 2017

Others, like Rep Brad Sherman have immediately called for a Special Counsel to investigate Trump and Russia to answer what's "Trump is trying to hide."

#Trump fires #Comey. No reason given. What’s Trump trying to hide? More than ever, need #SpecialCounsel to investigate Trump and #Russia. — Rep. Brad Sherman (@BradSherman) May 9, 2017

Former FBI Special Agent Ali Soufan was even more concise: "Independent Commission Now!"

Independent Commission Now! — Ali H. Soufan (@Ali_H_Soufan) May 9, 2017

Bernie Sanders chimed in too:

Donald Trump’s decision to fire FBI Director James Comey raises serious questions about what his administration is hiding. — Bernie Sanders (@SenSanders) May 9, 2017

It is clear that whomever President Trump handpicks to lead the FBI will not be able to objectively carry out the Russia investigation. — Bernie Sanders (@SenSanders) May 9, 2017

We need an independent investigation into the Trump campaign’s ties to Russia. — Bernie Sanders (@SenSanders) May 9, 2017

As for Comey's replacement, he or she will need to be confirmed by the Senate, and will only need 51 votes to be confirmed.

* * *

Shortly after the news broke, Former President Barack Obama's White House photographer Pete Souza posted a photo on his Instagram page which included James Comey, and captioned "Every person in this photograph is a patriot." The photo includes Obama, Comey, former Director of National Intelligence James Clapper and Lisa Monaco, former Obama chief Homeland Security and Counterterrorism advisor.

Putting a comical twist on the day's events, even Richard Nixon was trolling Trump, when the @NixonLibrary twitter account revealed that "FUN FACT" that "President Nixon never fired the Director of the FBI #FBIDirector #notNixonian"