HEALTHONLINEUS

**Trump Announces $500 Billion ‘Project Stargate’ Initiative to Develop AI Infrastructure Across the U.S.**

In a bold and unprecedented move, former President Donald Trump has announced a sweeping $500 billion initiative dubbed “Project Stargate,” aimed at revolutionizing the United States’ artificial intelligence (AI) infrastructure. The announcement, made during a high-profile event in Washington, D.C., has sparked widespread debate across political, technological, and economic circles, as the initiative promises to position the U.S. as a global leader in AI innovation while raising questions about its feasibility and long-term impact.

### **What is Project Stargate?**

Project Stargate is an ambitious federal program designed to accelerate the development and deployment of AI technologies across the United States. According to Trump, the initiative will focus on three key pillars:

1. **AI Infrastructure Development**: The program will fund the creation of cutting-edge AI research facilities, data centers, and supercomputing hubs in strategic locations across the country. These facilities will be designed to support advanced machine learning, natural language processing, and robotics research.

2. **Education and Workforce Training**: A significant portion of the budget will be allocated to training programs aimed at equipping American workers with the skills needed to thrive in an AI-driven economy. This includes partnerships with universities, community colleges, and private companies to develop AI-focused curricula and certification programs.

3. **Public-Private Partnerships**: Project Stargate will encourage collaboration between the federal government, tech giants, and startups to foster innovation and ensure the ethical development of AI technologies. The initiative will also provide grants and tax incentives to companies investing in AI research and development.

### **The Vision Behind Project Stargate**

During his announcement, Trump described Project Stargate as a “once-in-a-generation opportunity” to secure America’s technological future. “Artificial intelligence is the key to unlocking the next era of prosperity, security, and innovation,” he stated. “With Project Stargate, we will ensure that the United States not only competes but leads in the global AI race.”

Trump emphasized the strategic importance of AI in maintaining national security, economic competitiveness, and technological supremacy. He also highlighted the potential for AI to revolutionize industries such as healthcare, manufacturing, agriculture, and transportation, creating millions of new jobs in the process.

### **Funding and Implementation**

The $500 billion budget for Project Stargate will be funded through a combination of federal appropriations, private sector investments, and revenue generated from AI-related patents and technologies developed under the initiative. The program will be overseen by a newly established federal agency, the National AI Development Authority (NAIDA), which will coordinate efforts across various government departments and private entities.

Implementation of the initiative is expected to span a decade, with key milestones set for 2025, 2030, and beyond. The first phase will focus on building the necessary infrastructure and establishing partnerships, while subsequent phases will prioritize scaling AI applications and integrating them into critical sectors.

### **Reactions and Criticism**

The announcement of Project Stargate has elicited a wide range of reactions. Supporters, including prominent figures in the tech industry, have praised the initiative as a visionary step toward securing America’s leadership in AI. “This is exactly the kind of bold investment we need to stay ahead in the global AI race,” said Elon Musk, CEO of Tesla and SpaceX. “AI is the future, and this initiative puts the U.S. on the right track.”

However, critics have raised concerns about the program’s cost, implementation challenges, and potential ethical implications. Some lawmakers have questioned the feasibility of allocating $500 billion to a single initiative, especially given the nation’s existing budgetary constraints. Others have warned about the risks of AI misuse, including issues related to privacy, bias, and job displacement.

“There are serious questions about how this initiative will be funded and whether it will truly benefit all Americans,” said Senator Elizabeth Warren. “We need to ensure that AI development is ethical, inclusive, and accountable.”

### **Global Implications**

Project Stargate is likely to have significant implications for the global AI landscape. By committing such a substantial investment, the U.S. aims to outpace competitors like China and the European Union, both of which have launched their own AI strategies in recent years. Analysts predict that the initiative could trigger a new wave of international competition, with countries vying to establish themselves as leaders in AI research and innovation.

### **Conclusion**

Project Stargate represents a bold and ambitious vision for the future of artificial intelligence in the United States. While the initiative has the potential to transform the nation’s technological landscape and secure its position as a global leader, its success will depend on careful planning, effective implementation, and a commitment to addressing the ethical and societal challenges posed by AI.

As the world watches closely, Project Stargate could either become a defining moment in America’s technological history or a cautionary tale of overreach and missed opportunities. Only time will tell whether this $500 billion

# Expert Insights on Implementing Digital Health Solutions in Hospitals

The healthcare industry is undergoing a profound transformation, driven by the rapid adoption of digital health solutions. From telemedicine to artificial intelligence (AI)-powered diagnostics, these technologies promise to enhance patient outcomes, streamline workflows, and improve operational efficiency. However, implementing digital health solutions in hospitals is a complex process that requires careful planning, collaboration, and expertise. In this article, we delve into expert insights on how hospitals can successfully adopt and integrate digital health technologies.

—

## 1. **Understanding the Need for Digital Health Solutions**

Before embarking on the journey of digital transformation, hospitals must first identify the specific challenges they aim to address. Dr. Sarah Bennett, a healthcare technology consultant, emphasizes the importance of conducting a thorough needs assessment. “Hospitals should evaluate their pain points, whether it’s reducing patient wait times, improving diagnostic accuracy, or enhancing communication between departments. This clarity will guide the selection of appropriate digital tools,” she explains.

Key areas where digital health solutions can make a significant impact include:

– **Telemedicine:** Expanding access to care for remote and underserved populations.
– **Electronic Health Records (EHRs):** Streamlining data management and improving care coordination.
– **AI and Machine Learning:** Enhancing diagnostic accuracy and predicting patient outcomes.
– **Wearable Devices:** Enabling real-time patient monitoring and proactive care.
– **Mobile Health Apps:** Empowering patients to manage their health and stay engaged in their care plans.

—

## 2. **Building a Strong Implementation Strategy**

Implementing digital health solutions requires a well-thought-out strategy that balances technological innovation with operational feasibility. According to James Carter, a digital transformation strategist, hospitals should focus on the following steps:

### a. **Stakeholder Engagement**
“Engage all stakeholders early in the process,” Carter advises. This includes hospital administrators, clinicians, IT teams, and even patients. Their input ensures that the chosen solutions align with the needs of all parties and fosters a sense of ownership and collaboration.

### b. **Vendor Selection**
Choosing the right technology partner is critical. Hospitals should evaluate vendors based on their track record, scalability, interoperability, and customer support. “Look for vendors who understand the healthcare landscape and can provide tailored solutions,” Carter adds.

### c. **Pilot Testing**
Before a full-scale rollout, pilot testing the technology in a controlled environment can help identify potential challenges and refine workflows. This approach minimizes disruptions and builds confidence among staff.

—

## 3. **Overcoming Common Challenges**

While digital health solutions offer immense potential, their implementation is not without challenges. Experts highlight some common obstacles and strategies to address them:

### a. **Resistance to Change**
One of the most significant barriers is resistance from staff who may be hesitant to adopt new technologies. Dr. Bennett suggests providing comprehensive training and emphasizing the benefits of the technology. “Demonstrating how these tools can reduce workload and improve patient care can help alleviate concerns,” she says.

### b. **Interoperability Issues**
Many hospitals struggle with integrating new digital solutions with existing systems. To overcome this, Carter recommends prioritizing interoperability during the vendor selection process. “Choose solutions that can seamlessly integrate with your current infrastructure and comply with industry standards like HL7 and FHIR,” he advises.

### c. **Data Privacy and Security**
With the increasing digitization of healthcare, ensuring data privacy and security is paramount. Hospitals must implement robust cybersecurity measures, such as encryption, firewalls, and regular audits, to protect sensitive patient information.

—

## 4. **Measuring Success and Continuous Improvement**

The success of digital health implementation should be measured through clearly defined metrics. These may include patient satisfaction scores, clinical outcomes, cost savings, and staff efficiency. “Regularly review these metrics to assess the impact of the technology and identify areas for improvement,” Carter suggests.

Additionally, hospitals should foster a culture of continuous learning and innovation. “Digital health is an evolving field,” Dr. Bennett notes. “Hospitals must stay updated on emerging trends and be willing to adapt their strategies to stay ahead.”

—

## 5. **Future Trends in Digital Health**

As hospitals continue to embrace digital transformation, several trends are shaping the future of healthcare:

– **AI-Driven Personalization:** AI algorithms are enabling personalized treatment plans based on individual patient data.
– **Blockchain for Data Security:** Blockchain technology is being explored to enhance data security and streamline information sharing.
– **Virtual Reality (VR) and Augmented Reality (AR):** These technologies are being used for medical training, patient education, and even surgical planning.
– **5G Connectivity:** Faster and more reliable internet connections are enhancing telemedicine and remote monitoring capabilities.

—

## Conclusion

Implementing digital health solutions in hospitals is a multifaceted process that requires strategic planning, collaboration, and a commitment to innovation. By addressing challenges, engaging stakeholders, and focusing on measurable outcomes, hospitals can unlock the full potential of digital health technologies. As

# 25 Delicious Vegetarian Recipes for a Flavorful Thanksgiving Feast

Thanksgiving is a time for family, gratitude, and, of course, a feast to remember. While turkey often takes center stage, there’s no reason why vegetarians can’t enjoy a Thanksgiving spread that’s just as hearty, flavorful, and satisfying. Whether you’re hosting a fully vegetarian Thanksgiving or looking to add some meat-free options to your table, these 25 delicious vegetarian recipes will ensure everyone leaves the table happy and full.

—

## **Appetizers to Start the Feast**

### 1. **Butternut Squash Soup with Sage**
This creamy, velvety soup is the perfect way to kick off your Thanksgiving meal. Roasted butternut squash, a touch of nutmeg, and crispy sage leaves make it a comforting and flavorful starter.

### 2. **Stuffed Mushrooms with Spinach and Feta**
These bite-sized appetizers are packed with a savory mixture of spinach, feta cheese, garlic, and breadcrumbs. They’re easy to make and always a crowd-pleaser.

### 3. **Cranberry Brie Puff Pastry Bites**
Flaky puff pastry filled with gooey brie cheese and tart cranberry sauce is a festive and elegant appetizer that’s perfect for Thanksgiving.

### 4. **Pumpkin Hummus with Pita Chips**
Give your classic hummus a seasonal twist by adding roasted pumpkin and warm spices like cumin and paprika. Serve with pita chips or fresh veggies for dipping.

### 5. **Sweet Potato Crostini with Goat Cheese**
Toasted baguette slices topped with whipped goat cheese, roasted sweet potato rounds, and a drizzle of honey make for a sweet and savory appetizer.

—

## **Salads and Sides to Complement the Meal**

### 6. **Harvest Salad with Maple Dijon Dressing**
A colorful salad featuring mixed greens, roasted butternut squash, dried cranberries, pecans, and crumbled goat cheese, all tossed in a tangy maple Dijon dressing.

### 7. **Green Bean Almondine**
A simple yet elegant side dish made with tender green beans, toasted almonds, and a squeeze of fresh lemon juice.

### 8. **Garlic Mashed Potatoes**
Creamy, buttery mashed potatoes infused with roasted garlic for an extra layer of flavor. Perfect for pairing with vegetarian gravy.

### 9. **Vegetarian Gravy**
This rich and savory gravy is made with mushrooms, vegetable broth, and a touch of soy sauce for umami depth. It’s the ultimate topping for mashed potatoes and stuffing.

### 10. **Maple-Glazed Brussels Sprouts**
Roasted Brussels sprouts caramelized with a maple syrup glaze and sprinkled with crispy shallots for added crunch.

### 11. **Wild Rice Pilaf with Cranberries and Pecans**
A hearty and festive side dish featuring nutty wild rice, sweet dried cranberries, and crunchy pecans.

### 12. **Cornbread Stuffing**
This vegetarian twist on classic stuffing uses cornbread, sautéed onions, celery, and fresh herbs for a dish that’s bursting with flavor.

### 13. **Roasted Root Vegetables**
A medley of carrots, parsnips, beets, and sweet potatoes roasted to perfection with olive oil, rosemary, and thyme.

### 14. **Mac and Cheese with a Crispy Topping**
Creamy, cheesy, and topped with golden breadcrumbs, this mac and cheese is indulgent enough to be a main or side dish.

—

## **Show-Stopping Vegetarian Mains**

### 15. **Stuffed Acorn Squash**
Halved acorn squash roasted and filled with a savory mixture of quinoa, cranberries, kale, and pecans. It’s as beautiful as it is delicious.

### 16. **Vegetarian Pot Pie**
A flaky, golden crust filled with a creamy vegetable medley of carrots, peas, potatoes, and mushrooms. It’s comfort food at its finest.

### 17. **Mushroom Wellington**
A vegetarian take on the classic beef Wellington, this dish features a rich mushroom duxelles wrapped in puff pastry and baked to golden perfection.

### 18. **Lentil Loaf with Cranberry Glaze**
This hearty lentil loaf is packed with protein and topped with a tangy cranberry glaze for a festive touch.

### 19. **Pumpkin and Ricotta Lasagna**
Layers of creamy ricotta, roasted pumpkin, spinach, and lasagna noodles come together in this cozy, crowd-pleasing dish.

### 20. **Vegetarian Shepherd’s Pie**
A comforting casserole made with a savory vegetable and lentil filling, topped with fluffy mashed potatoes and baked until golden.

—

## **Desserts to End on a Sweet Note**

### 21. **Pumpkin Cheesecake Bars**
A creamy pumpkin cheesecake layer on a graham cracker crust, topped with a dollop

# Slow Cooker Bolognese Sauce Recipe: An Italian Delight

Bolognese sauce, also referred to as “ragù alla bolognese,” is a time-honored Italian meat sauce originating from Bologna. Renowned for its robust flavors and hearty consistency, this sauce is a fundamental component of Italian cooking and is typically paired with pasta, polenta, or layered in lasagna. Although traditional methods can be labor-intensive, utilizing a slow cooker streamlines the cooking, allowing the flavors to blend harmoniously over a few hours. In this piece, we will dive into a mouthwatering slow cooker Bolognese sauce recipe ideal for family gatherings or meal prepping.

## Ingredients

To whip up a delectable slow cooker Bolognese sauce, gather the following ingredients:

– **1 lb ground beef** (or a combination of beef and pork for enhanced taste)
– **1 medium onion**, finely chopped
– **2 cloves garlic**, minced
– **1 medium carrot**, finely diced
– **1 celery stalk**, finely diced
– **1 can (14 oz) crushed tomatoes**
– **2 tbsp tomato paste**
– **1 cup beef broth** (or red wine for a richer flavor)
– **1 cup whole milk**
– **1 tsp dried oregano**
– **1 tsp dried basil**
– **Salt and pepper**, to taste
– **Olive oil**, for sautéing
– **Fresh basil or parsley**, for garnish (optional)
– **Grated Parmesan cheese**, for serving (optional)

## Instructions

### Step 1: Sauté the Vegetables

1. **Heat the Olive Oil**: In a skillet over medium heat, pour in a tablespoon of olive oil.
2. **Cook the Aromatics**: Introduce the chopped onion, carrot, and celery into the skillet. Sauté for about 5-7 minutes until the vegetables soften and the onion turns translucent. Mix in the minced garlic and cook for another minute until aromatic.

### Step 2: Brown the Meat

3. **Brown the Ground Meat**: In the same skillet, incorporate the ground beef (or beef and pork blend). Brown the meat, breaking it up with a wooden spoon. This step enhances the sauce’s flavor profile. Drain any excess fat if needed.

### Step 3: Combine Ingredients in the Slow Cooker

4. **Transfer to Slow Cooker**: After browning the meat, move it along with the sautéed vegetables to the slow cooker.
5. **Add Remaining Ingredients**: Stir in the crushed tomatoes, tomato paste, beef broth (or wine), whole milk, oregano, basil, salt, and pepper. Combine everything thoroughly.

### Step 4: Slow Cook the Sauce

6. **Cook**: Cover the slow cooker and set it to low heat. Allow the sauce to simmer for 6-8 hours or on high for 3-4 hours. The longer it cooks, the more intense the flavors become.

### Step 5: Final Touches

7. **Adjust Seasoning**: Approximately 30 minutes before serving, taste the sauce and modify the seasoning with additional salt, pepper, or herbs as necessary.
8. **Serve**: When the sauce is prepared, pour it over your preferred pasta, polenta, or use it as a filling for lasagna. Garnish with fresh basil or parsley and a generous dusting of grated Parmesan cheese.

## Tips for the Perfect Bolognese Sauce

– **Meat Choices**: While ground beef is conventional, feel free to explore various meats like ground turkey, chicken, or even a mix for a distinctive flavor.
– **Wine**: If incorporating wine, select a dry red wine that you enjoy drinking. It enriches the sauce.
– **Milk**: Including milk aids in tenderizing the meat and adds a creamy flavor to the sauce. Make sure not to skip this step!
– **Storage**: This Bolognese sauce can be kept in the refrigerator for up to 4 days or frozen for as long as 3 months. Reheat gently on the stove or in the microwave.

## Conclusion

A slow cooker Bolognese sauce provides a fantastic way to relish an authentic Italian dish with minimal hassle. The slow cooking technique allows the flavors to fully develop, yielding a rich and satisfying sauce that will delight family and friends. Whether served atop pasta, in lasagna, or enjoyed solo as a cozy meal, this Bolognese sauce is a culinary must-try for every home cook. Relish the warmth and comfort of this Italian classic, and enjoy the enticing aromas that will fill your kitchen as it simmers!

**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.

—

### **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.

—

### **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.

—

### **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.

—

### **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.

—

### 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

—

### 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.

—

### 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