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]



793 F.Supp. 618 (1991)
Linnie M. HARPSTER, Plaintiff,
v.
Louis W. SULLIVAN, M.D., Secretary of Health and Human Services, Defendant.
Civ. A. No. 86-1970.
United States District Court, W.D. Pennsylvania.
October 8, 1991.
*619 David M. Axinn, Blair County Legal Services Corp., Altoona, Pa., for plaintiff.
Amy Reynolds Hay, Asst. U.S. Atty., Pittsburgh, Pa., for defendant.

OPINION
DIAMOND, District Judge.
We have before us plaintiff's motion for award of attorney's fees pursuant to the Equal Access to Justice Act ("EAJA"). For the reasons set forth below, we must deny this motion on the ground that it is untimely.

Background
Plaintiff filed a complaint on November 14, 1986, seeking judicial review of a decision of the Secretary of Health and Human Services ("Secretary") denying her application for disability benefits. Plaintiff and the Secretary filed cross-motions for summary judgment. In an order dated January 30, 1987, we denied the cross-motions for summary judgment and remanded the case to the Secretary for further consideration consistent with the accompanying memorandum opinion. In our memorandum opinion, we set forth why we were remanding the action. We explained that contrary to the conclusion of the Administrative Law Judge ("ALJ"), there was medical evidence supporting plaintiff's complaint of pain. We also stated that no evidence of record, other than the ALJ's expert opinion, supported a finding that plaintiff's medication was not ordinarily prescribed for disabling pain. In addition, we criticized the ALJ's attack on plaintiff's credibility. We also concluded that the ALJ applied an improper standard in determining disability due to mental impairments, and found that aspects of the ALJ's determination were not supported by substantial evidence.
On May 30, 1991, the Appeals Council issued a decision fully favorable to plaintiff. On June 25, 1991, plaintiff filed with the court an application for attorney's fees under the EAJA.

Discussion
The EAJA provides in certain instances for an award of attorney's fees, court costs, and other expenses to a party who prevails against the United States in a civil action. 28 U.S.C. § 2412. The prevailing party must submit to the court an *620 application for fees and other expenses within "thirty days of final judgment in the action." 28 U.S.C. § 2412(d)(1). A final judgment is defined as one that is "final and not appealable." When the United States is a party to an action, a judgment is appealable for sixty days after it is issued.
The issue in this case is when the thirty-day period for filing an EAJA fee application began to run. On the basis of the Supreme Court's recent decision in Melkonyan v. Sullivan, ___ U.S. ___, 111 S.Ct. 2157, 115 L.Ed.2d 78 (1991), we conclude that the filing period began to run sixty days after we issued the remand order. Accordingly, plaintiff's time for filing a fee petition under the EAJA expired on April 30, 1987.
Section 405(g) of Title 42 authorizes review of the Secretary's determination that a claimant is not entitled to disability benefits. In Melkonyan, the Supreme Court held that there are only two kinds of possible remands under § 405(g). Under a "sentence six" remand, the district court may remand in light of additional evidence without making any substantive ruling as to the correctness of the Secretary's decision, but only if the claimant shows good cause for failing to present the evidence earlier.[1] Sentence four of § 405(g) authorizes the district court to enter "a judgment affirming, modifying, or reversing the decision of the Secretary, with or without remanding the cause for a hearing." The sentence four remand must be accompanied by a final judgment affirming, modifying or reversing the administrative decision.
In Melkonyan, the Court held that in sentence six cases, the remand order is not a final judgment. In sentence six cases, the filing period does not begin to run until after the post-remand proceedings are completed, the Secretary returns to court, the court enters a final judgment, and the appeal period has run. In contrast, in sentence four cases, the Supreme Court held that the filing period begins after the final judgment affirming, modifying, or reversing is entered by the court and the sixty-day appeal period has run.
The remand order in the present case clearly was not pursuant to sentence six. Hence, it could only be a remand pursuant to sentence four. While our order did not explicitly reverse or modify the decision of the ALJ, under Melkonyan we are obliged to treat our remand order as a judgment which became final after the sixty-day appeal period had run. Our remand order thus became a final judgment on March 30, 1987. Plaintiff had thirty days thereafter to petition for attorney fees under the EAJA. Because plaintiff's fee petition was not filed within this period, it is untimely.
We realize that had plaintiff filed an EAJA petition within thirty days of March 30, 1987, we would not have been able to award fees at that time. In Brown v. Secretary of Health and Human Services, 747 F.2d 878 (3d Cir.1984), the Court of Appeals for the Third Circuit held that a social security claimant who obtains a remand to the administrative agency is not a "prevailing party" entitled to EAJA fees. The court noted that "if the remand order is deemed the final judgment of the district court, it would be virtually impossible for the Secretary's new decision on remand to be filed within the EAJA prescribed time limit." 747 F.2d at 884. The court reasoned that, should the remand order be deemed the final judgment, a prevailing claimant may well be foreclosed from claiming the attorney's fees that he or she deserves. Id.
*621 The reasoning of the Court of Appeals has proved correct in the present case. Because our remand order must be deemed the final judgment of this court, plaintiff is indeed foreclosed from claiming fees which she may deserve. In light of the Supreme Court's decision in Melkonyan, we see no alternative to this result.[2]
Plaintiff argues that the rule announced in Melkonyan should not be applied retroactively. She urges us to apply the standard set forth in Chevron Oil Co. v. Huson, 404 U.S. 97, 92 S.Ct. 349, 30 L.Ed.2d 296 (1971), for determining when a decision is to be applied retroactively. While we agree with plaintiff that application of the Chevron analysis would result in the nonretroactive application of Melkonyan, we conclude that a recent Supreme Court decision precludes the application of the Chevron analysis in this case.
Under Chevron, three factors must be considered:
1. whether the decision announces a new principle of law;
2. the prior history of the rule, including its purpose and effect, and whether retroactive application will further or retard its application;
3. the equities of applying the new rule retroactively.
We agree with plaintiff that under the three-part test set forth in Chevron, the rule in Melkonyan should not be applied retroactively in this case. See Sargent v. Sullivan, 941 F.2d 1207 (4th Cir.1991) (unpublished disposition), relying on Myers v. Sullivan, 916 F.2d 659 (11th Cir.1990). The first factor is satisfied because Melkonyan established a new principle of law by overruling clear Third Circuit precedent on which plaintiff most likely did rely. Melkonyan overruled the decisions of the Court of Appeals for the Third Circuit in Taylor v. United States, 749 F.2d 171 (3d Cir.1984) and Brown v. Secretary of Health and Human Services, 747 F.2d 878 (3d Cir. 1984). With respect to the second factor, we conclude that retroactive application of the rule set forth in Melkonyan does not further the purpose of the EAJA. Congress clearly intended that the thirty-day deadline not be construed in an over technical manner and that the deadline not be "a trap for the unwary." See Myers, 916 F.2d at 678. Finally, because the retroactive application of Melkonyan would foreclose plaintiff from seeking fees to which she may be entitled, equitable considerations favor nonretroactive application of the rule of Melkonyan.
While we conclude that under Chevron the rule announced in Melkonyan should not apply to plaintiff, we also conclude that we are foreclosed from applying the Chevron analysis. We believe that the Supreme Court's recent decision in James B. Beam Distilling Co. v. Georgia, ___ U.S. ___, 111 S.Ct. 2439, 115 L.Ed.2d 481 (1991), precludes application of the traditional Chevron factors in this case. In this plurality decision, Justice Souter, joined by Justice Stevens, stated:
When the court has applied a rule of law to the litigants in one case it must do so with respect to all others not barred by procedural requirements or res judicata.

___ U.S. at ___, 111 S.Ct. at 2448, 115 L.Ed.2d at 493. Justice Souter stated that selective prospectivity appears never to have been endorsed in the civil context. In a concurring opinion, Justice Blackmun, joined by Justices Marshall and Scalia, wrote that, "[w]e fulfill our judicial responsibility by requiring retroactive application of each new rule we announce." ___ U.S. at ___, 111 S.Ct. at 2450, 115 L.Ed.2d at 496. Justice Blackmun concluded that *622 prospectivity, whether selective or pure, breached the court's obligation to discharge its constitutional function.
We read Beam to hold that it would be error to refuse to apply a rule of federal law retroactively after the case announcing the rule already has done so. The Supreme Court applied the new rule of law announced in Melkonyan to the litigants in Melkonyan. Accordingly, we conclude that we must apply the rule announced in Melkonyan to the present case. We note that the Court of Appeals for the Fourth Circuit does not interpret Beam to require retroactive application of Melkonyan decision. See Sargent v. Sullivan, 941 F.2d 1207. The Fourth Circuit noted in Sargent that while Beam "places some limits on the utility of the Chevron analysis, we do not feel that it alters the outcome in this case." The court does not elaborate on its views of how Beam limits Chevron. See also Miller v. Sullivan 1991 WL 165067 (E.D.Pa. Aug. 23, 1991) (unpublished disposition) (declining in part to apply the rule of Melkonyan retrospectively, without discussion of Beam).
We agree with the United States District Court for the Western District of Missouri that given the Supreme Court's holding in Beam, we are compelled to apply the ruling in Melkonyan to the case now before us. See Fergason v. Sullivan, 771 F.Supp. 1008 (W.D.Mo.1991). We also must agree with the critique of Melkonyan articulated by the learned district court and anticipated by the Court of Appeals for the Third Circuit in Brown. The practical effect of the Melkonyan decision is that certain claimants will be time-barred due to the administrative labyrinth that they first must transverse before gaining prevailing party status. Fergason, 771 F.Supp. at 1013.
An appropriate order will follow.

ORDER OF COURT
AND NOW, this 8th day of October, 1991, for the reasons stated in the opinion filed this day, IT IS ORDERED that plaintiff's motion for award of attorney's fees under the Equal Access to Justice Act be, and the same hereby is, denied.
NOTES
[1]  Sentence six of § 405(g) provides:

The court may, on motion of the Secretary made for good cause shown before he files his answer, remand the case to the Secretary for further action by the Secretary, and it may at any time order additional evidence to be taken before the Secretary, but only upon a showing that there is new evidence which is material and that there is good cause for the failure to incorporate such evidence into the record in a prior proceeding; and the Secretary shall, after the case is remanded, and after hearing such additional evidence if so ordered, modify or affirm his findings of fact or his decision, or both, and shall file with the court any such additional and modified findings of fact and decision, and a transcript of the additional record and testimony upon which his action in modifying or affirming was based.
[2]  We note that the Court of Appeals for the Eighth Circuit has reached a contrary result, in Welter v. Sullivan, to be reported at 941 F.2d 674 (8th Cir.1991). In Welter, the court considered district court orders remanding cases to the Secretary under sentence due to legal and factual errors committed by the Secretary. These orders did not dictate that the claimants should receive benefits. The Court of Appeals concluded that these remand orders were not final judgments, on the ground that "[w]e believe the district court retained jurisdiction of the claimants' cases and planned to enter dispositive sentence four judgments after the Secretary reevaluated the claimants' applications for benefits." The court cites Melkonyan but does not attempt to reconcile the Supreme Court's decision with the result it reaches.