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**Trump Overturns Biden’s Executive Order on Responsible AI Development: What It Means for the Future of Artificial Intelligence**

In a significant policy shift, former President Donald Trump, during a hypothetical return to office, has overturned President Joe Biden’s executive order on responsible artificial intelligence (AI) development. This decision has sparked widespread debate among policymakers, tech leaders, and ethicists about the future of AI governance in the United States. The move underscores the ongoing tension between fostering innovation and ensuring ethical safeguards in the rapidly evolving field of AI.

### Biden’s Executive Order on Responsible AI Development

President Joe Biden’s executive order, issued during his administration, was widely regarded as a landmark effort to establish a comprehensive framework for the ethical development and deployment of AI technologies. The order emphasized principles such as transparency, accountability, fairness, and the mitigation of risks associated with AI, including bias, privacy violations, and potential misuse.

Key provisions of Biden’s executive order included:

1. **Mandatory Risk Assessments**: Requiring companies and federal agencies to evaluate the potential risks of AI systems before deployment.
2. **Algorithmic Transparency**: Mandating that AI systems used in critical areas, such as healthcare, criminal justice, and hiring, be explainable and auditable.
3. **Equity and Inclusion**: Addressing biases in AI systems to ensure fair treatment of all individuals, regardless of race, gender, or socioeconomic status.
4. **Public-Private Collaboration**: Encouraging partnerships between the government, academia, and the private sector to advance responsible AI research and development.
5. **Global Leadership**: Positioning the U.S. as a leader in setting international standards for ethical AI.

The order was praised by many as a proactive step toward addressing the ethical and societal challenges posed by AI while maintaining America’s competitive edge in the global AI race.

### Trump’s Decision to Overturn the Order

In a dramatic policy reversal, Trump has rescinded Biden’s executive order, citing concerns that the regulations stifled innovation and burdened businesses with unnecessary red tape. In a statement, Trump argued that “America’s technological leadership depends on unleashing the full potential of our innovators, not tying their hands with bureaucratic mandates.”

The new policy under Trump’s administration emphasizes a more laissez-faire approach to AI development, with the following key changes:

1. **Deregulation**: Eliminating mandatory risk assessments and algorithmic transparency requirements for AI systems.
2. **Market-Driven Innovation**: Allowing the private sector to self-regulate and determine best practices for AI development.
3. **Focus on Competitiveness**: Prioritizing investments in AI research and development to maintain U.S. dominance in the global AI market.
4. **Reduced Oversight**: Scaling back federal oversight of AI applications, particularly in industries like finance, healthcare, and defense.

### Implications of the Policy Shift

The decision to overturn Biden’s executive order has far-reaching implications for the future of AI in the United States and beyond. Here are some of the key areas of impact:

#### 1. **Innovation vs. Ethics**
Proponents of Trump’s approach argue that deregulation will accelerate innovation, allowing U.S. companies to compete more effectively with global rivals, particularly China. However, critics warn that the lack of safeguards could lead to the proliferation of biased, opaque, and potentially harmful AI systems.

#### 2. **Public Trust in AI**
Biden’s executive order sought to build public trust in AI by ensuring transparency and accountability. Without these measures, there is a risk that public confidence in AI technologies could erode, particularly if high-profile incidents of AI misuse or failure occur.

#### 3. **Global Leadership**
The U.S. has been a key player in shaping international norms for AI governance. By abandoning Biden’s ethical framework, the U.S. may cede its leadership role to other nations or organizations that prioritize responsible AI development.

#### 4. **Impact on Marginalized Communities**
One of the central goals of Biden’s order was to address systemic biases in AI systems that disproportionately affect marginalized communities. The rollback of these provisions could exacerbate existing inequalities and lead to further discrimination in areas like hiring, lending, and law enforcement.

#### 5. **Economic and Security Risks**
While deregulation may boost short-term innovation, it could also increase the risk of economic and security vulnerabilities. For example, poorly regulated AI systems could be exploited by malicious actors or fail to meet critical safety standards.

### The Path Forward

The debate over Trump’s decision highlights the broader challenge of balancing innovation with ethical responsibility in the AI era. As AI continues to transform industries and societies, the need for thoughtful governance becomes increasingly urgent.

Some experts suggest that a middle ground may be possible—one that combines the flexibility of a market-driven approach with targeted regulations to address specific risks. Others advocate for a more robust international framework to ensure that AI development aligns with shared values and principles.

Ultimately, the future of AI governance

**Absci Collaborates with AMD to Advance AI-Powered Drug Discovery**

In a groundbreaking partnership that underscores the transformative potential of artificial intelligence (AI) in healthcare, Absci Corporation has announced its collaboration with Advanced Micro Devices (AMD) to accelerate AI-powered drug discovery. This strategic alliance brings together Absci’s expertise in AI-driven protein design and AMD’s cutting-edge high-performance computing (HPC) technology, promising to revolutionize the way new therapeutics are discovered and developed.

### The Growing Role of AI in Drug Discovery

The pharmaceutical industry has long grappled with the challenges of time, cost, and complexity in drug discovery. Traditional methods can take over a decade and billions of dollars to bring a single drug to market. AI has emerged as a game-changer, offering the ability to analyze vast datasets, predict molecular interactions, and design novel therapeutics with unprecedented speed and accuracy.

Absci, a leader in AI-powered drug discovery, has been at the forefront of this revolution. The company leverages generative AI and synthetic biology to design and optimize proteins, including therapeutic antibodies and enzymes. By integrating AI with wet-lab capabilities, Absci aims to streamline the drug discovery process, reducing the time and resources required to identify viable drug candidates.

### AMD’s Role in Accelerating AI Workflows

AMD, a global leader in high-performance computing and graphics, is renowned for its advanced processors and GPUs that power some of the world’s most demanding computational workloads. The company’s EPYC™ processors and Radeon™ Instinct GPUs are designed to handle massive datasets and complex algorithms, making them ideal for AI and machine learning applications.

Through this collaboration, Absci will harness AMD’s cutting-edge technology to enhance its AI models and accelerate the discovery of novel therapeutics. AMD’s hardware will enable Absci to process and analyze data at unprecedented speeds, allowing the company to iterate and refine its protein designs more efficiently.

### Key Objectives of the Collaboration

The partnership between Absci and AMD is centered on achieving several key objectives:

1. **Scaling AI Models**: Absci’s generative AI models require significant computational power to simulate protein structures and predict their interactions. AMD’s HPC technology will provide the necessary infrastructure to scale these models, enabling Absci to tackle more complex challenges in drug discovery.

2. **Enhancing Predictive Accuracy**: By leveraging AMD’s advanced processors and GPUs, Absci aims to improve the accuracy of its AI predictions. This will help the company identify high-potential drug candidates with greater confidence, reducing the risk of failure in later stages of development.

3. **Accelerating Time-to-Market**: The integration of AMD’s technology will streamline Absci’s workflows, allowing the company to move from concept to preclinical testing more quickly. This could significantly shorten the timeline for bringing new drugs to market, benefiting patients in need of innovative treatments.

4. **Driving Innovation in Biologics**: Absci specializes in biologics, a class of drugs that includes antibodies, peptides, and other protein-based therapeutics. The collaboration with AMD will enable Absci to push the boundaries of biologics design, exploring new possibilities for treating diseases that were previously considered untreatable.

### Implications for the Pharmaceutical Industry

The Absci-AMD partnership represents a significant step forward for the pharmaceutical industry, which is increasingly embracing AI and HPC to overcome traditional bottlenecks in drug discovery. By combining Absci’s domain expertise with AMD’s technological prowess, the collaboration has the potential to set new benchmarks for speed, efficiency, and innovation in the field.

Moreover, this partnership highlights the growing convergence of biotechnology and computing. As AI continues to evolve, its integration with HPC is expected to unlock new opportunities for personalized medicine, precision therapeutics, and other cutting-edge advancements in healthcare.

### Looking Ahead

The collaboration between Absci and AMD is a testament to the power of interdisciplinary partnerships in driving scientific progress. By leveraging the strengths of both companies, this alliance aims to redefine what is possible in drug discovery, ultimately improving patient outcomes and advancing global health.

As the partnership unfolds, it will be exciting to see how Absci and AMD push the boundaries of AI-powered drug discovery, setting the stage for a new era of innovation in the pharmaceutical industry. With the combined expertise of these two industry leaders, the future of medicine looks brighter than ever.

**DarioHealth Secures $25.6 Million Through Private Placement of Convertible Preferred Stock**

DarioHealth Corp. (NASDAQ: DRIO), a leading global digital health company specializing in innovative solutions for chronic condition management, has announced a significant financial milestone. The company successfully raised $25.6 million through a private placement of convertible preferred stock. This strategic funding move is expected to bolster DarioHealth’s growth trajectory and further its mission of revolutionizing chronic disease management through digital health technologies.

### Understanding the Private Placement of Convertible Preferred Stock

Private placement refers to the sale of securities to a select group of accredited investors, institutional investors, or other qualified buyers, rather than through a public offering. In this case, DarioHealth issued convertible preferred stock, a hybrid financial instrument that combines features of both equity and debt. Convertible preferred stock provides investors with fixed dividends and the option to convert their shares into common stock at a predetermined conversion rate.

This financing structure offers several advantages for both the company and its investors. For DarioHealth, it provides access to capital without immediate dilution of common stockholders’ equity. For investors, it offers a relatively secure investment with the potential for equity upside if the company’s stock performs well.

### Strategic Implications of the Funding

The $25.6 million raised in this private placement will enable DarioHealth to accelerate its growth initiatives and expand its market presence. The company has been at the forefront of digital health innovation, offering a comprehensive platform that integrates advanced technology, behavioral science, and data analytics to help individuals manage chronic conditions such as diabetes, hypertension, and musculoskeletal disorders.

The funds are expected to be allocated toward several key areas:

1. **Product Development and Innovation**: DarioHealth can enhance its existing solutions and develop new features to address the evolving needs of patients and healthcare providers. This includes leveraging artificial intelligence (AI) and machine learning (ML) to deliver more personalized and effective care.

2. **Market Expansion**: The company plans to expand its footprint in the U.S. and international markets, targeting employers, health plans, and providers who are increasingly adopting digital health solutions to improve patient outcomes and reduce healthcare costs.

3. **Strategic Partnerships**: DarioHealth has a history of forming partnerships with major healthcare organizations and technology companies. The additional capital will enable the company to pursue new collaborations that can drive adoption of its platform.

4. **Operational Scaling**: As demand for digital health solutions continues to grow, DarioHealth can use the funds to scale its operations, enhance customer support, and invest in marketing and sales efforts.

### The Growing Demand for Digital Health Solutions

DarioHealth’s successful fundraising comes at a time when the digital health industry is experiencing rapid growth. The COVID-19 pandemic accelerated the adoption of telehealth and remote patient monitoring solutions, highlighting the importance of accessible, technology-driven healthcare. According to industry reports, the global digital health market is projected to reach $551 billion by 2027, growing at a compound annual growth rate (CAGR) of 16.5% from 2020.

Chronic diseases, which account for the majority of healthcare costs worldwide, represent a significant opportunity for digital health companies. DarioHealth’s platform addresses this need by providing users with tools to monitor their health, receive personalized insights, and engage in behavior change programs that improve long-term outcomes.

### Investor Confidence in DarioHealth

The successful private placement reflects strong investor confidence in DarioHealth’s business model, leadership team, and growth potential. The company’s innovative approach to chronic disease management has garnered attention from both the healthcare and investment communities. By combining cutting-edge technology with a patient-centric approach, DarioHealth is well-positioned to capitalize on the growing demand for digital health solutions.

### Conclusion

DarioHealth’s $25.6 million private placement of convertible preferred stock marks a pivotal moment in the company’s journey. The additional capital will empower DarioHealth to expand its offerings, reach new markets, and solidify its position as a leader in the digital health space. As the healthcare industry continues to embrace technology-driven solutions, DarioHealth’s innovative platform is poised to make a meaningful impact on the lives of millions of individuals managing chronic conditions.

With this latest funding round, DarioHealth is not only strengthening its financial foundation but also reaffirming its commitment to transforming healthcare through innovation and technology. Investors and stakeholders alike will be watching closely as the company leverages this infusion of capital to drive its next phase of growth.

**Homemade Oatmeal Crackers: A Nutritious and Crunchy Snack**

In a world where snacking often involves reaching for processed, store-bought options laden with preservatives, artificial flavors, and excessive sodium, homemade snacks are a refreshing and healthier alternative. Among the many homemade snack options, oatmeal crackers stand out as a wholesome, versatile, and satisfying choice. Packed with nutrients, easy to make, and endlessly customizable, oatmeal crackers are the perfect addition to your snack repertoire. Let’s dive into why these crunchy delights deserve a spot in your kitchen and how you can make them at home.

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### **Why Choose Oatmeal Crackers?**

Oatmeal crackers are more than just a tasty treat—they’re a nutritional powerhouse. Here are some of the key benefits:

1. **Rich in Nutrients**: Oats are a whole grain packed with essential nutrients, including fiber, protein, magnesium, iron, and B vitamins. These nutrients support heart health, digestion, and sustained energy levels.

2. **High in Fiber**: Oats are an excellent source of dietary fiber, particularly beta-glucan, which helps lower cholesterol levels, stabilize blood sugar, and promote a feeling of fullness.

3. **Low in Additives**: By making oatmeal crackers at home, you can avoid the artificial additives, unhealthy fats, and excessive salt often found in store-bought crackers.

4. **Customizable**: Homemade oatmeal crackers can be tailored to suit your taste preferences and dietary needs. Whether you prefer a savory snack with herbs and spices or a slightly sweet version with honey and cinnamon, the possibilities are endless.

5. **Budget-Friendly**: Oats are an affordable pantry staple, making these crackers a cost-effective snack option.

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### **How to Make Homemade Oatmeal Crackers**

Making oatmeal crackers at home is surprisingly simple and requires just a handful of ingredients. Here’s a basic recipe to get you started:

#### **Ingredients**:
– 1 cup rolled oats (or quick oats)
– 1/2 cup whole wheat flour (or gluten-free flour for a GF option)
– 1/4 teaspoon salt
– 1/4 teaspoon baking powder
– 2 tablespoons olive oil (or melted coconut oil)
– 1/4 cup water (adjust as needed)
– Optional add-ins: sesame seeds, flaxseeds, dried herbs, garlic powder, grated cheese, or a pinch of cinnamon for a sweet version

#### **Instructions**:
1. **Preheat the Oven**: Set your oven to 350°F (175°C) and line a baking sheet with parchment paper.

2. **Prepare the Dough**: In a mixing bowl, combine the oats, flour, salt, and baking powder. Stir in the olive oil and water, mixing until a dough forms. If the dough feels too dry, add a little more water, one teaspoon at a time.

3. **Roll Out the Dough**: Place the dough between two sheets of parchment paper and roll it out evenly to about 1/8-inch thickness. The thinner the dough, the crispier the crackers will be.

4. **Cut into Shapes**: Use a knife, pizza cutter, or cookie cutter to cut the dough into your desired cracker shapes. Transfer the pieces to the prepared baking sheet.

5. **Bake**: Bake the crackers for 12-15 minutes, or until they are golden brown and crisp. Keep an eye on them to prevent burning, as baking times may vary depending on your oven and the thickness of the crackers.

6. **Cool and Store**: Allow the crackers to cool completely on a wire rack before storing them in an airtight container. They’ll stay fresh for up to a week.

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### **Tips for Customizing Your Oatmeal Crackers**

One of the best things about making oatmeal crackers at home is the ability to experiment with flavors and textures. Here are some ideas to inspire your creativity:

– **Savory Variations**: Add dried rosemary, thyme, or oregano for an herby twist. Sprinkle the dough with sesame seeds, poppy seeds, or grated Parmesan cheese before baking.

– **Sweet Variations**: Mix in a teaspoon of cinnamon, a drizzle of honey or maple syrup, or a handful of finely chopped dried fruit like raisins or cranberries.

– **Gluten-Free Option**: Use certified gluten-free oats and substitute the whole wheat flour with almond flour, oat flour, or a gluten-free all-purpose flour blend.

– **Extra Crunch**: For added texture, mix in sunflower seeds, chia seeds, or chopped nuts.

– **Spicy Kick**: Sprinkle a pinch of cayenne pepper, smoked paprika, or chili flakes into the dough for a bold, spicy flavor.

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### **Serving Suggestions**

Oatmeal crackers are incredibly versatile and can be enjoyed in a variety of ways:

– Pair them with hummus, guacamole

# Grasping Breakfast Sausage: Varieties, Components, and Preparation Techniques

Breakfast sausage is a cherished component in numerous households, frequently appearing on breakfast tables alongside eggs, pancakes, and toast. Its rich flavor and pleasing texture render it a favored option for morning meals. Nevertheless, not every breakfast sausage is identical. This article explores the distinct types of breakfast sausage, their components, and the optimal cooking techniques to enhance their delightful tastes.

## Varieties of Breakfast Sausage

Breakfast sausage can be divided into several categories based on local preferences, preparation styles, and taste profiles. Below are some of the most prevalent kinds:

### 1. **Pork Sausage**
The classic breakfast sausage is crafted from ground pork. It is often flavored with a mixture of spices such as sage, thyme, and black pepper. Pork sausage is available in both links and patties, with patties being especially favored for their convenience in cooking and serving.

### 2. **Turkey Sausage**
For individuals in search of a leaner option, turkey sausage has surged in popularity. Crafted from ground turkey, it generally contains less fat compared to its pork equivalent while still providing a gratifying taste. Turkey sausage is frequently seasoned in a manner akin to pork sausage, making it a flexible choice for breakfast meals.

### 3. **Chicken Sausage**
Like turkey sausage, chicken sausage provides a lighter breakfast alternative. It is usually made from ground chicken and comes in various flavors, such as apple, maple, and herb-infused selections. Chicken sausage is a fantastic option for those aiming to cut down on calorie consumption without compromising flavor.

### 4. **Vegetarian and Vegan Sausage**
With the growth of plant-based eating, vegetarian and vegan breakfast sausages have gained traction. These items are typically made from soy, pea protein, or other plant-derived ingredients and are seasoned to replicate the taste of traditional sausage. They offer a meat-free choice that can be enjoyed by all.

### 5. **Regional Varieties**
Different areas have their own distinctive interpretations of breakfast sausage. For instance, in the Southern United States, sausage is often generously seasoned with sage and served with biscuits and gravy. In contrast, Italian breakfast sausage may feature fennel and garlic, presenting a unique flavor profile.

## Common Components

The components in breakfast sausage can differ significantly based on the type and brand. Nonetheless, some typical elements include:

– **Meat**: The primary ingredient, usually pork, turkey, chicken, or plant-based proteins.
– **Fat**: Fat is crucial for flavor and moisture. Pork sausage typically has a higher fat content, while turkey and chicken sausages may include extra fat to boost taste.
– **Seasonings**: Common seasonings encompass salt, black pepper, sage, thyme, garlic, and onion powder. Some sausage varieties may also incorporate sugar or maple syrup for a hint of sweetness.
– **Binders**: Certain commercially made sausages might contain fillers or binders like breadcrumbs or starches to help maintain their form.

## Preparation Techniques

Cooking breakfast sausage can be accomplished in various ways, each resulting in different textures and flavors. Here are some favored methods:

### 1. **Pan-Frying**
Pan-frying is one of the most popular techniques for cooking breakfast sausage. Simply heat a skillet over medium heat, add the sausage (links or patties), and cook until browned and thoroughly cooked, usually taking about 6-8 minutes per side. This method allows for a crunchy exterior while keeping the interior juicy.

### 2. **Baking**
Baking serves as a healthier alternative that demands less supervision than frying. Preheat the oven to 400°F (200°C), arrange the sausages on a baking sheet lined with parchment paper, and bake for approximately 20-25 minutes, flipping halfway through. This method is ideal for preparing larger quantities.

### 3. **Grilling**
Grilling breakfast sausage introduces a smoky taste that many enjoy. Preheat the grill to medium heat, and cook the sausages for around 10-15 minutes, turning occasionally until they are uniformly cooked. This method is perfect for outdoor breakfasts or brunches.

### 4. **Air Frying**
Air frying has emerged as a favored cooking technique due to its capacity to yield crispy results with minimal oil. Preheat the air fryer to 400°F (200°C), place the sausages in the basket, and cook for about 8-10 minutes, flipping halfway through. This technique is quick and effective.

### 5. **Slow Cooking**
For a hands-off method, slow cooking breakfast sausage can infuse it with the flavors of other ingredients. Combine sausage with vegetables and seasonings in a slow cooker and cook on low for 6-8 hours. This method is perfect for hearty breakfast casseroles.

## Conclusion

Breakfast sausage is a multifaceted and tasty component of various breakfast dishes. Recognizing the different types, components, and preparation techniques can assist you in making well-informed choices.

**Hearty and Flavorful Rustic Cabbage Soup Recipe**

When it comes to comfort food, few dishes can rival the warmth and nourishment of a hearty bowl of soup. Rustic cabbage soup, in particular, is a timeless classic that has been enjoyed for generations. Packed with wholesome ingredients, bold flavors, and a touch of old-world charm, this dish is as satisfying as it is easy to prepare. Whether you’re looking for a cozy meal on a chilly evening or a healthy option to add to your weekly menu, this cabbage soup recipe is sure to hit the spot.

### The Appeal of Rustic Cabbage Soup

Rustic cabbage soup is a dish that embodies simplicity and heartiness. Its origins can be traced to humble kitchens where cooks made the most of affordable, readily available ingredients. Over time, it has evolved into a versatile recipe that can be tailored to suit various tastes and dietary preferences. The star of the dish, cabbage, is not only budget-friendly but also loaded with nutrients, making it a fantastic base for a nourishing meal.

This soup is a celebration of earthy flavors, with tender cabbage leaves, aromatic vegetables, and savory seasonings coming together in perfect harmony. It’s a dish that feels like a warm hug in a bowl, offering comfort and sustenance with every spoonful.

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### Ingredients for Rustic Cabbage Soup

One of the best things about this recipe is its flexibility. You can easily adapt it to include ingredients you already have on hand or customize it to suit your preferences. Here’s a basic list of ingredients to get you started:

#### Core Ingredients:
– **1 medium head of green cabbage**, chopped into bite-sized pieces
– **2 tablespoons olive oil** (or butter for a richer flavor)
– **1 large onion**, diced
– **2-3 garlic cloves**, minced
– **2 medium carrots**, peeled and sliced
– **2 celery stalks**, chopped
– **1 large potato**, peeled and diced (optional, for added heartiness)
– **1 can (14 oz) diced tomatoes**, with juices
– **6 cups vegetable or chicken broth**
– **1 teaspoon smoked paprika** (optional, for a smoky depth)
– **1 teaspoon dried thyme**
– **1 teaspoon dried oregano**
– **Salt and freshly ground black pepper**, to taste

#### Optional Add-Ins:
– **1 cup cooked beans** (such as cannellini or kidney beans) for added protein
– **1 cup cooked sausage or shredded chicken** for a meaty twist
– **1/2 teaspoon red pepper flakes** for a spicy kick
– **Fresh parsley or dill**, chopped, for garnish

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### Step-by-Step Instructions

#### 1. **Prepare the Ingredients**
Start by washing and chopping all your vegetables. Remove the tough core from the cabbage and slice it into manageable pieces. Dice the onion, mince the garlic, and chop the carrots, celery, and potato.

#### 2. **Sauté the Aromatics**
In a large soup pot or Dutch oven, heat the olive oil over medium heat. Add the diced onion and sauté for 3-4 minutes until it becomes translucent. Stir in the garlic and cook for another minute, being careful not to let it burn.

#### 3. **Build the Base**
Add the carrots, celery, and potato to the pot. Cook for 5-7 minutes, stirring occasionally, until the vegetables begin to soften. Sprinkle in the smoked paprika, thyme, and oregano, and stir to coat the vegetables in the fragrant spices.

#### 4. **Add the Cabbage and Tomatoes**
Stir in the chopped cabbage and canned tomatoes (with their juices). Mix well to combine. The cabbage will wilt slightly as it cooks, making it easier to stir.

#### 5. **Pour in the Broth**
Pour the vegetable or chicken broth into the pot, ensuring that all the ingredients are submerged. Bring the soup to a boil, then reduce the heat to low and let it simmer gently for 25-30 minutes. Stir occasionally to prevent sticking.

#### 6. **Season and Taste**
Once the vegetables are tender and the flavors have melded together, season the soup with salt and freshly ground black pepper to taste. If you’re adding cooked beans, sausage, or chicken, stir them in during the last 5 minutes of cooking to heat through.

#### 7. **Serve and Enjoy**
Ladle the soup into bowls and garnish with fresh parsley or dill for a burst of color and freshness. Serve with crusty bread or a side of crackers for a complete, satisfying meal.

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### Tips for the Perfect Rustic Cabbage Soup

– **Use Fresh Ingredients:** Fresh, high-quality vegetables will make a noticeable difference in the flavor of your soup.
– **Make It Ahead:** This soup tastes even better the next day as the flavors have more time to meld. Store leftovers in an airtight container in the refrigerator for up

In Hungary, certain decisions on named patient reimbursement of medicinal products and medical aids will be made by a public benefit foundation in addition to the National Health Insurance Fund (NEAK) as of 2025. In this article, we gathered the currently available information on this change, noting that the amendment raises several practical questions and […]

The post Hungary to introduce important changes to named patient reimbursement appeared first on Healthcare & Life Sciences Blog.

**Hearty Bread and Herb Panade with Scallions and Chives: A Comforting Culinary Delight**

When it comes to comfort food, few dishes can rival the warmth and satisfaction of a well-made panade. This rustic, French-inspired dish is a cross between a savory bread pudding and a hearty soup, offering a rich, flavorful experience that’s perfect for cozy evenings or as a crowd-pleasing centerpiece for a family meal. One particularly delightful variation is the **Hearty Bread and Herb Panade with Scallions and Chives**, a dish that combines the earthy flavors of fresh herbs with the comforting texture of crusty bread, all baked to perfection in a savory broth.

### What is a Panade?

A panade (pronounced “pah-NAHD”) is a traditional dish with humble origins, often made to use up stale bread and stretch ingredients in a frugal yet delicious way. At its core, a panade consists of layers of bread, vegetables, and sometimes cheese, soaked in a flavorful liquid such as broth or cream, and baked until the mixture is soft, creamy, and golden on top. The result is a dish that’s both hearty and elegant, with a texture that’s somewhere between a casserole and a soup.

### The Star Ingredients: Bread, Scallions, and Chives

The beauty of a panade lies in its simplicity and adaptability, but the choice of ingredients can elevate it to new heights. In this recipe, the key players are:

1. **Bread**: A hearty, crusty bread like sourdough, ciabatta, or a rustic country loaf works best. The bread acts as a sponge, soaking up the flavorful broth while maintaining its structure. Stale bread is ideal, as it absorbs liquid more effectively without becoming overly mushy.

2. **Scallions and Chives**: These aromatic alliums bring a fresh, herbaceous quality to the dish. Scallions (green onions) add a mild onion flavor with a hint of sweetness, while chives contribute a delicate, grassy note. Together, they create a vibrant contrast to the richness of the bread and broth.

3. **Herbs**: In addition to scallions and chives, a mix of fresh herbs like thyme, parsley, or rosemary can enhance the flavor profile. Herbs add depth and complexity, making the dish feel both rustic and refined.

4. **Broth**: A good-quality vegetable, chicken, or beef broth forms the backbone of the panade’s flavor. Homemade broth is ideal, but store-bought options work well too. For a vegetarian version, opt for a rich vegetable stock.

5. **Cheese (Optional)**: While not strictly necessary, a sprinkle of grated cheese like Gruyère, Parmesan, or aged cheddar can add a luscious, melty layer of indulgence.

### How to Make Hearty Bread and Herb Panade with Scallions and Chives

Here’s a step-by-step guide to creating this comforting dish:

#### Ingredients:
– 1 loaf of crusty bread, cut into 1-inch cubes (about 6 cups)
– 2 tablespoons olive oil or unsalted butter
– 1 bunch scallions, thinly sliced
– 1/4 cup fresh chives, finely chopped
– 2 cups fresh spinach or kale (optional, for added greens)
– 4 cups vegetable or chicken broth
– 1/2 cup heavy cream (optional, for extra richness)
– 1 teaspoon fresh thyme leaves (or 1/2 teaspoon dried thyme)
– Salt and freshly ground black pepper, to taste
– 1 cup grated Gruyère or Parmesan cheese (optional)

#### Instructions:

1. **Prepare the Bread**: Preheat your oven to 350°F (175°C). Spread the bread cubes on a baking sheet and toast them in the oven for 10-15 minutes, until lightly golden and dry. This step helps the bread hold its shape in the panade.

2. **Sauté the Aromatics**: In a large skillet, heat the olive oil or butter over medium heat. Add the sliced scallions and cook for 2-3 minutes, until softened. Stir in the chives, thyme, and any additional herbs you’re using. If adding greens like spinach or kale, toss them in and cook until wilted.

3. **Assemble the Panade**: In a greased baking dish or Dutch oven, layer the toasted bread cubes with the sautéed scallion and herb mixture. If using cheese, sprinkle a layer between the bread and herbs.

4. **Add the Liquid**: In a saucepan, heat the broth and cream (if using) until warm. Season with salt and pepper to taste. Pour the liquid evenly over the bread and herb layers, pressing down gently to ensure the bread absorbs the liquid.

5. **Bake**: Cover the

# Nutritious and Balanced Macro Bowls for Healthy Eating

In recent years, macro bowls have gained immense popularity among health enthusiasts, foodies, and busy individuals alike. These colorful, nutrient-packed meals are not only visually appealing but also a powerhouse of essential nutrients that promote overall health and well-being. Whether you’re looking to fuel your body, maintain a balanced diet, or simply enjoy a delicious meal, macro bowls are a versatile and satisfying option. In this article, we’ll explore what macro bowls are, their benefits, and how to create your own nutritious and balanced version.

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## What Are Macro Bowls?

Macro bowls, short for “macronutrient bowls,” are meals designed to include a balanced combination of the three primary macronutrients: carbohydrates, proteins, and fats. They are typically served in a single bowl and often feature a variety of whole, minimally processed ingredients. Macro bowls are highly customizable, making them suitable for a wide range of dietary preferences, including vegan, vegetarian, gluten-free, and omnivorous diets.

The beauty of macro bowls lies in their simplicity and adaptability. By mixing and matching ingredients, you can create endless combinations that cater to your taste buds and nutritional needs.

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## The Benefits of Macro Bowls

1. **Balanced Nutrition**
Macro bowls are designed to provide a well-rounded balance of macronutrients, which are essential for energy, muscle repair, and overall bodily functions. Including a variety of whole foods ensures you also get a good dose of vitamins, minerals, and fiber.

2. **Portion Control**
By assembling your meal in a single bowl, you can easily monitor portion sizes and avoid overeating. This makes macro bowls a great choice for those looking to manage their weight or maintain a healthy lifestyle.

3. **Customizable for Dietary Needs**
Whether you’re following a plant-based diet, keto, paleo, or any other eating plan, macro bowls can be tailored to meet your specific requirements. This flexibility makes them a favorite among people with dietary restrictions or preferences.

4. **Convenience**
Macro bowls are easy to prepare and can be made ahead of time. They’re perfect for meal prepping, ensuring you have a healthy, ready-to-eat option on busy days.

5. **Encourages Whole Foods**
Most macro bowls emphasize the use of whole, unprocessed ingredients, which are rich in nutrients and free from added sugars, unhealthy fats, and artificial additives.

—

## Building the Perfect Macro Bowl

Creating a nutritious and balanced macro bowl is simple when you follow a basic formula. Here’s a step-by-step guide to assembling your own:

### 1. **Choose Your Base (Carbohydrates)**
Carbohydrates are the primary source of energy for your body. Opt for complex carbs that are rich in fiber and nutrients. Some great options include:
– Quinoa
– Brown rice
– Sweet potatoes
– Farro
– Whole-grain pasta
– Cauliflower rice (low-carb option)

### 2. **Add a Protein Source**
Protein is essential for muscle repair, immune function, and overall health. Depending on your dietary preferences, you can choose from:
– **Plant-Based Proteins:** Chickpeas, lentils, tofu, tempeh, edamame, black beans
– **Animal Proteins:** Grilled chicken, salmon, shrimp, eggs, turkey
– **Other Options:** Cottage cheese, Greek yogurt, or plant-based protein alternatives

### 3. **Incorporate Healthy Fats**
Healthy fats are crucial for brain health, hormone production, and nutrient absorption. Include one or more of the following:
– Avocado slices
– Nuts (almonds, walnuts, cashews)
– Seeds (chia seeds, flaxseeds, sunflower seeds)
– Olive oil, tahini, or nut butter
– Fatty fish like salmon or mackerel

### 4. **Pile on the Vegetables**
Vegetables are the cornerstone of a macro bowl, providing fiber, vitamins, and minerals. Aim for a variety of colors to maximize nutrient diversity. Popular choices include:
– Leafy greens (spinach, kale, arugula)
– Roasted or steamed vegetables (broccoli, zucchini, carrots, Brussels sprouts)
– Raw veggies (cucumber, cherry tomatoes, bell peppers, shredded cabbage)

### 5. **Add a Flavorful Sauce or Dressing**
A delicious sauce or dressing can tie all the ingredients together. Opt for homemade or low-sugar options to keep it healthy. Some ideas include:
– Lemon-tahini dressing
– Peanut or almond butter sauce
– Olive oil and balsamic vinegar
– Hummus or pesto
– Soy sauce or tamari (for an Asian-inspired bowl)

### 6. **Top It

# Simple Slow Cooker Recipe for Authentic Hungarian Goulash

Hungarian goulash is a robust and tasty dish that has become popular worldwide due to its rich flavors and comforting nature. Traditionally prepared with beef, vegetables, and a mix of spices, goulash is an ideal meal for chilly days or whenever you desire something warm and gratifying. Thanks to the ease of a slow cooker, you can indulge in this timeless dish with very little effort. This article will walk you through a straightforward slow cooker recipe for authentic Hungarian goulash, making it easy for you to relish this delightful meal in just a few uncomplicated steps.

## What is Hungarian Goulash?

Hungarian goulash, referred to as “gulyás,” is a stew that traces its roots back to Hungary and is frequently linked with the nation’s culinary traditions. The dish usually includes tender chunks of beef, onions, bell peppers, tomatoes, and an array of spices like paprika, which is the key ingredient. The inclusion of paprika imparts goulash its unique taste and bright color. Although there are many adaptations of goulash, the traditional recipe focuses on straightforwardness and the incorporation of fresh, high-quality ingredients.

## Ingredients

For this straightforward slow cooker Hungarian goulash, you will require the following ingredients:

– **2 pounds beef chuck roast**, chopped into 1-inch pieces
– **2 tablespoons vegetable oil**
– **2 large onions**, diced
– **3 cloves garlic**, minced
– **2 bell peppers** (one red and one green), diced
– **2 medium carrots**, sliced
– **2 medium potatoes**, cubed
– **1 can (14.5 ounces) diced tomatoes**, with juices
– **2 tablespoons sweet Hungarian paprika**
– **1 teaspoon caraway seeds** (optional)
– **1 teaspoon dried oregano**
– **4 cups beef broth**
– **Salt and pepper**, to taste
– **Fresh parsley**, chopped (for garnish)

## Instructions

### Step 1: Brown the Beef

1. **Heat the Oil**: In a large skillet over medium-high heat, pour in the vegetable oil. When hot, add the beef cubes in batches to prevent overcrowding.

2. **Brown the Beef**: Sear the beef on all sides until browned, taking about 5-7 minutes. This step enhances the goulash’s flavor profile.

3. **Transfer to Slow Cooker**: Once browned, move the beef to the slow cooker.

### Step 2: Sauté the Vegetables

1. **Sauté Onions and Garlic**: In the same skillet, toss in the diced onions and sauté until they are translucent, around 3-4 minutes. Add the minced garlic and cook for another minute until it is fragrant.

2. **Add to Slow Cooker**: Transfer the sautéed onions and garlic to the slow cooker containing the beef.

### Step 3: Combine Ingredients

1. **Add Remaining Ingredients**: Into the slow cooker, mix in the diced bell peppers, sliced carrots, cubed potatoes, diced tomatoes (with juices), sweet paprika, caraway seeds (if using), oregano, and beef broth.

2. **Season**: Season with salt and pepper according to taste. Stir all the ingredients together to combine.

### Step 4: Slow Cook

1. **Set the Slow Cooker**: Cover the slow cooker and set it to low for 6-8 hours or high for 3-4 hours. The extended cooking time helps the flavors meld beautifully and allows the beef to become tender.

### Step 5: Serve

1. **Check for Doneness**: When the cooking period is finished, ensure that the beef is tender and the vegetables are fully cooked.

2. **Garnish and Enjoy**: Serve the goulash hot, garnished with freshly chopped parsley. It pairs excellently with crusty bread or egg noodles.

## Tips for the Best Goulash

– **Quality Ingredients**: Choose high-quality beef and fresh vegetables for the best taste.
– **Paprika**: Authentic flavor relies on Hungarian sweet paprika. Avoid using smoked paprika, as it changes the traditional flavor.
– **Adjusting Thickness**: If a thicker goulash is preferred, mix a tablespoon of cornstarch with cold water and stir it into the goulash during the final 30 minutes of cooking.
– **Make Ahead**: Goulash often tastes even better the following day, making it an excellent make-ahead option. Store any leftovers in the refrigerator for up to 3 days or freeze for as long as 3 months.

## Conclusion

This simple slow cooker recipe for authentic Hungarian goulash is ideal for hectic weeknights or cozy weekends. With minimal preparation and the wonders of slow cooking, you can craft a delicious and comforting meal that brings the tastes of Hungary right to your kitchen. Enjoy the comfort and heartiness of this classic dish, and remember to share it with family and friends!