Innovation and Technology
AI Undermines Critical Thinking

The Prototype: The Latest in Science and Technology
Too Much Reliance on AI Could Make You Stupid
A recent study published in the journal Societies found that people who use AI tools frequently show worse critical thinking skills than those who don’t. The researchers evaluated the use of AI tools in a diverse group of 666 individuals and found that frequent use of AI tools was a stronger predictor of poor critical thinking skills than other factors, including educational attainment.
The study suggests that this is due to a phenomenon called "cognitive offloading," where people’s thinking and problem-solving are delegated to AI, reducing their ability to think independently. While AI can enhance efficiency and convenience, it can also foster dependence, which can compromise critical thinking skills over time.
Bioengineering Off-The-Shelf Arteries for Trauma Patients
Humacyte, a regenerative medicine startup, has developed a bioengineered artery called Symvess, which can be surgically implanted in a patient’s body. The company’s CEO, Laura Niklason, explained that Symvess is made from human donor cells grown on a degradable scaffold, which recreates the physical structure of a blood vessel. Once the living cells are processed away, the artery structure remains, which can be implanted in a new patient without the risk of rejection. Symvess has been approved by the FDA for use in patients with traumatic injuries and has been shown to be less likely to cause infection or lead to limb amputation compared to conventional synthetic arteries.
Discovery of the Week: Inactive Viruses May Cause Neurodegeneration
A recent study published in Science Signaling found that dormant viruses, particularly herpes simplex 1, may contribute to the development of neurodegenerative diseases such as Alzheimer’s and Parkinson’s. The researchers grew small tissue models of the brain, some with the herpes virus and some without, and subjected them to repeated head injuries. The study found that the brain tissues with the virus developed signs of Alzheimer’s disease, while those without did not.
Water-Based Propulsion Test
Japanese startup Pale Blue has signed a deal with Italian company D-Orbit to conduct two demonstrations of its new ion thruster, which allows satellites to maneuver and take themselves out of orbit at the end of their life. The thruster uses water as a propellant, which potentially offers a cleaner and more sustainable fuel for small satellites.
Science and Tech Tidbits
- Online retailers are selling technology that protects drones from signal jamming and remote takeover.
- AI startup Anthropic’s new funding round will make its seven founders billionaires.
- Researchers have developed a technique for refrigerating quantum computers in a way that reduces errors and makes them more reliable.
- Eating grapefruit can interfere with the action of several kinds of medications, including anti-anxiety drugs and statins. New research suggests it may be possible to grow a variety of grapefruit that doesn’t interfere with prescription drugs.
- Biologists have successfully transplanted chloroplasts from algae into hamsters, where they successfully functioned for about three days.
- Scientists at Northwestern University have built a battery that uses triphenylphosphine oxide, a common industrial waste product, to store energy instead of metals.
Pro Science Tip: Add Water to Your Coffee Beans
A new study has given scientific backing to the "Ross Droplet Technique," which involves adding water to coffee beans before grinding them to reduce static electricity and improve the flavor of the coffee.
What’s Entertaining Me This Week
I’ve been listening to the concept album "Epic" by Jorge Rivera-Herrans, which is a musical adaptation of Homer’s "The Odyssey." The album is divided into nine sagas, each with a few songs, and tells the story of Odysseus’ journey from the end of the Trojan War to his return home to Ithaca.
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Conclusion
The latest advancements in science and technology are rapidly changing the way we live and work. From the potential negative effects of too much reliance on AI to the development of new medical technologies, there is much to be excited about. As we move forward, it is important to stay informed and educated about the latest breakthroughs and discoveries.
FAQs
Q: What is the purpose of The Prototype?
A: The purpose of The Prototype is to provide readers with the latest news and developments in science and technology.
Q: How often is The Prototype published?
A: The Prototype is published weekly.
Q: What types of topics are covered in The Prototype?
A: The Prototype covers a wide range of topics, including AI, biotechnology, medicine, and more.
Innovation and Technology
FBI Warns of Skyrocketing Cyberattacks

Introduction to the Play Ransomware Threat
The Federal Bureau of Investigation has issued a joint cybersecurity advisory in conjunction with the U.S. Cybersecurity and Infrastructure Security Agency, as the number of confirmed observed victims of Play ransomware attacks skyrocketed in May. The threat actors have, the FBI warned, impacted victims covering a broad spectrum of organisations, including businesses as well as critical infrastructure providers, in both North and South America, as well as across Europe.
FBI And CISA Say Act Now As Play Ransomware Actors Accelerate Attacks
As part of a joint effort between the FBI, CISA and the Australian Cyber Security Centre, the latest update to the Play ransomware cybersecurity advisory comes as result of new investigations this year that have uncovered an evolution of the cybercriminal group’s tactics, techniques and procedures. In May, the FBI confirmed that it had become aware of 900 organizations that had been exploited by the crime gang and had fallen victim to the Play ransomware attacks. To put that in some perspective, it is three times the number when the FBI last released such information.
The joint critical cybersecurity advisory, which forms part of the ongoing Stop Ransomware campaign, aims to help organizations best defend themselves against attacks by keeping them informed of changes to the aforementioned tactics, techniques, and procedures, as well as new indicators of compromise that can be useful in attack detection efforts.
Advisory AA23-352A warned that Play is thought to be what is known as a closed ransomware group actor, acting alone to “guarantee the secrecy of deals” when it comes to the exfiltrated data that is held to ransom. The ransom notes that are left with the victim do not, the advisory stated, “include an initial ransom demand or payment instructions; rather, victims are instructed to contact the threat actors via email.” Those emails have one of two German email domains, but the actual email address is unique in every case. “A portion of victims are contacted via telephone,” the FBI said, “and are threatened with the release of the stolen data and encouraged to pay the ransom.” These tactics are designed to lead the victim straight onto a negotiation footing where the attacker has the upper hand.
Inside The Play Ransomware Threat — The FBI Confirms Technical Details Of Attacks
Thought to be linked to a North Korean state-sponsored attack group, one that is known to be part of the Democratic People’s Republic of Korea’s “Reconnaissance General Bureau,” known as Andariel, Play ransomware is thought to be distributed by threat groups including Balloonfly. Researchers have expressed the opinion that Play forms an “integral part” of the Andariel cyberattack arsenal.
Using a malware backdoor to infect Windows systems, Balloonfly has been linked to multiple incidents involving the deployment of Play ransomware, according to Symantec Threat Hunter researchers, mostly against businesses across the U.S. and Europe.
The Microsoft Threat Intelligence Center and Microsoft Security Response Center previously found Play ransomware being deployed after threat actors used a zero-day security vulnerability in the Windows Common Log File System. That vulnerability, CVE-2025-29824, was mitigated by the April Patch Tuesday release. Other vulnerabilities, that have been known to have been exploited by the Play ransomware attackers, have included CVE-2022-41040 and CVE-2022-41082, which affected Microsoft Exchange Server, and CVE-2020-12812 and CVE-2018-13379 impacting Fortinet’s FortiOS. All of which have been patched, but it bears repeating that if you haven’t patched these yet, you need to do so as a matter of some critical urgency.
The FBI security advisory also confirmed that Play ransomware attackers are gaining initial access by exploiting “external-facing services such as Remote Desktop Protocol and Virtual Private Networks.” Once inside a network, Play ransomware actors move laterally by employing well-known command and control applications such as Cobalt Strike and SystemBC, alongside tools including PsExec. “Once established on a network, the ransomware actors search for unsecured credentials and use the Mimikatz credential dumper to gain domain administrator access,” The FBI warned.
FBI Says You Must Act Now To Mitigate These Attacks
The Play ransomware campaign shows no sign of slowing down. For that to happen, organizations need to up their game and get their defenses in order. Erecting mitigation barricades is the only answer to such determined ransomware actors.
The FBI has recommended the following mitigating actions to be taken as a matter of some urgency:
- A recovery plan that includes the retention of multiple copies of data and servers in segregated and separate secure locations.
- Secure password management policies, with passwords of at least 15 characters in length and stored in a hashed and salted format.
- No password reuse.
- No password hints.
- Multiple password failure lockdowns.
- Multi-factor authentication for all accounts.
- Admin credentials should be required to install software.
- Patching and firmware updates must be applied in a timely manner.
- Network segmentation can prevent the spread of ransomware, so apply it.
- Disable all unused ports.
- Disable links in all incoming emails.
- Disable command-line and scripting activities and permissions.
Conclusion
The threat posed by Play ransomware is very real and organizations must take immediate action to protect themselves. By following the mitigating actions recommended by the FBI, organizations can significantly reduce the risk of falling victim to these attacks. It is essential to stay vigilant and keep up to date with the latest information and guidance on this evolving threat.
FAQs
Q: What is Play ransomware?
A: Play ransomware is a type of malware that is used to extort money from organizations by encrypting their data and demanding a ransom in exchange for the decryption key.
Q: How does Play ransomware spread?
A: Play ransomware is thought to be distributed by threat groups including Balloonfly, and is often spread through the exploitation of vulnerabilities in external-facing services such as Remote Desktop Protocol and Virtual Private Networks.
Q: What can organizations do to protect themselves from Play ransomware?
A: Organizations can protect themselves by following the mitigating actions recommended by the FBI, including implementing a recovery plan, secure password management policies, and multi-factor authentication, as well as keeping software and systems up to date with the latest patches and firmware updates.
Q: What is the impact of Play ransomware on organizations?
A: The impact of Play ransomware on organizations can be severe, resulting in the loss of sensitive data, disruption to business operations, and significant financial costs.
Q: Is Play ransomware linked to any specific threat actors?
A: Yes, Play ransomware is thought to be linked to a North Korean state-sponsored attack group, known as Andariel.
Innovation and Technology
From Pilots to Platform: Scaling Your Digital Transformation Efforts

Are you implementing digital transformation strategies to stay ahead in the competitive market? In this comprehensive guide, we’ll explore the journey of scaling digital transformation efforts from pilot projects to a full-fledged platform. From identifying the need for digital transformation to executing a successful strategy, these insights will help you navigate the complexities of digital transformation and achieve your business goals.
Understanding Digital Transformation
Digital transformation is the integration of digital technology into all areas of a business, fundamentally changing how it operates and delivers value to customers. It’s a cultural shift that requires organizations to be more agile, innovative, and customer-centric. Digital transformation involves leveraging technologies like cloud computing, artificial intelligence, and the Internet of Things (IoT) to create new business models, products, and services.
Why Digital Transformation Matters
In today’s digital age, businesses must adapt to changing customer expectations, technological advancements, and market trends. Digital transformation enables organizations to stay competitive, improve efficiency, and drive growth. It helps businesses to better understand their customers, create personalized experiences, and develop innovative solutions to meet their needs.
Assessing Your Digital Maturity
Before embarking on a digital transformation journey, it’s essential to assess your organization’s digital maturity. This involves evaluating your current digital capabilities, identifying gaps, and determining the level of digital literacy within your organization. A digital maturity assessment helps you understand where you stand and what you need to do to achieve your digital transformation goals.
Conducting a Digital Maturity Assessment
A digital maturity assessment typically involves evaluating your organization’s digital strategy, technology infrastructure, data management, customer engagement, and innovation capabilities. It helps you identify areas of strength and weakness, providing a roadmap for digital transformation. The assessment should be conducted by a cross-functional team, including IT, marketing, sales, and operations, to ensure a comprehensive understanding of your organization’s digital landscape.
Building a Digital Transformation Strategy
A well-defined digital transformation strategy is crucial for success. It should align with your business goals, identify key initiatives, and outline the resources required to execute the strategy. A digital transformation strategy should be flexible, adaptable, and focused on delivering value to customers.
Key Components of a Digital Transformation Strategy
A digital transformation strategy should include several key components, such as a clear vision and mission, a detailed roadmap, and a set of key performance indicators (KPIs). It should also identify the technologies and platforms required to support digital transformation, such as cloud computing, artificial intelligence, and data analytics. The strategy should be communicated to all stakeholders, including employees, customers, and partners, to ensure everyone is aligned and working towards the same goals.
Executing a Digital Transformation Strategy
Executing a digital transformation strategy requires a structured approach, including planning, piloting, and scaling. It’s essential to start with small pilot projects, test and refine your approach, and then scale up to larger initiatives. This approach helps you build momentum, gain traction, and demonstrate the value of digital transformation to stakeholders.
Scaling Digital Transformation Efforts
Scaling digital transformation efforts requires a platform-based approach, where you build a foundation for digital transformation and then scale up to meet the needs of your organization. This involves creating a digital platform that integrates people, processes, and technology, enabling you to deliver digital products and services quickly and efficiently. The platform should be flexible, scalable, and secure, supporting multiple digital channels and touchpoints.
Overcoming Digital Transformation Challenges
Digital transformation is a complex and challenging journey, requiring significant investment, leadership commitment, and cultural change. Common challenges include resistance to change, lack of digital literacy, and insufficient resources. To overcome these challenges, it’s essential to communicate the benefits of digital transformation, provide training and development opportunities, and allocate sufficient resources to support digital transformation initiatives.
Change Management and Digital Transformation
Change management is critical to digital transformation success. It involves communicating the need for change, building a sense of urgency, and creating a vision for the future. Change management helps you build a culture of innovation, agility, and continuous improvement, enabling your organization to adapt to changing market conditions and customer expectations.
Measuring Digital Transformation Success
Measuring digital transformation success requires a set of key performance indicators (KPIs) that align with your business goals. Common KPIs include customer engagement, revenue growth, and operational efficiency. It’s essential to track and measure these KPIs regularly, providing insights into the effectiveness of your digital transformation strategy and identifying areas for improvement.
Using Data Analytics to Inform Digital Transformation
Data analytics plays a critical role in informing digital transformation decisions. It helps you understand customer behavior, preferences, and needs, enabling you to create personalized experiences and develop targeted marketing campaigns. Data analytics also provides insights into operational efficiency, helping you identify areas for improvement and optimize business processes.
Conclusion
In conclusion, scaling digital transformation efforts from pilot projects to a full-fledged platform requires a structured approach, including planning, piloting, and scaling. It’s essential to build a digital platform that integrates people, processes, and technology, enabling you to deliver digital products and services quickly and efficiently. By following the insights and strategies outlined in this guide, you can navigate the complexities of digital transformation and achieve your business goals.
Frequently Asked Questions (FAQs)
What is digital transformation?
Digital transformation is the integration of digital technology into all areas of a business, fundamentally changing how it operates and delivers value to customers.
Why is digital transformation important?
Digital transformation enables organizations to stay competitive, improve efficiency, and drive growth. It helps businesses to better understand their customers, create personalized experiences, and develop innovative solutions to meet their needs.
How do I assess my organization’s digital maturity?
A digital maturity assessment involves evaluating your organization’s digital strategy, technology infrastructure, data management, customer engagement, and innovation capabilities. It helps you understand where you stand and what you need to do to achieve your digital transformation goals.
What are the key components of a digital transformation strategy?
A digital transformation strategy should include a clear vision and mission, a detailed roadmap, and a set of key performance indicators (KPIs). It should also identify the technologies and platforms required to support digital transformation, such as cloud computing, artificial intelligence, and data analytics.
How do I scale digital transformation efforts?
Scaling digital transformation efforts requires a platform-based approach, where you build a foundation for digital transformation and then scale up to meet the needs of your organization. This involves creating a digital platform that integrates people, processes, and technology, enabling you to deliver digital products and services quickly and efficiently.
Innovation and Technology
How to Innovate in Times of Disruption

Innovating during disruption is about finding opportunities in chaos and turning them into advantages. Disruptions, whether they come from technological advancements, economic shifts, or global health crises, can either hinder businesses or serve as catalysts for innovation. The ability to innovate during these times is crucial for companies looking to not only survive but thrive in a rapidly changing environment.
Understanding Disruption
Disruption can come in many forms. It can be a sudden change in market trends, the emergence of new technologies that make existing products or services obsolete, or unforeseen events like natural disasters or pandemics. Understanding the nature of the disruption is key to innovating effectively. It involves analyzing the impact of the disruption on the business, identifying areas that are most affected, and recognizing opportunities that arise from the chaos.
Identifying Opportunities in Disruption
Identifying opportunities involves a deep understanding of the market, the customer, and the capabilities of the organization. It requires a mindset shift from seeing disruption as a threat to viewing it as a chance to innovate and lead. Companies that successfully innovate during disruption often do so by leveraging existing strengths, exploring new technologies, and focusing on customer needs that have arisen due to the disruption.
Embracing Digital Transformation
One of the most significant opportunities for innovation during disruption is digital transformation. This involves leveraging digital technologies to change business models, improve operations, and enhance customer experiences. Digital transformation can help companies become more agile, responsive to customer needs, and better equipped to handle future disruptions.
Strategies for Innovating During Disruption
Several strategies can be employed to innovate during disruption. These include:
- Agile Innovation: Adopting agile methodologies to quickly develop and test new ideas.
- Customer-Centric Approach: Focusing on customer needs and pain points that have emerged due to the disruption.
- Collaboration and Partnerships: Working with other companies, startups, or academia to leverage their expertise and technologies.
- Experimentation: Encouraging a culture of experimentation to test new ideas and learn from failures.
Role of Leadership
Leadership plays a critical role in driving innovation during disruption. Leaders must foster a culture of innovation, provide the necessary resources, and encourage experimentation and risk-taking. They must also be adept at making strategic decisions quickly, often with incomplete information, and be willing to pivot when necessary.
Overcoming Challenges
Innovating during disruption comes with its own set of challenges. These can include resistance to change from within the organization, limited resources, and the difficulty of predicting outcomes in a highly uncertain environment. Overcoming these challenges requires strong leadership, a clear vision, and the ability to communicate the value of innovation to all stakeholders.
Managing Risk and Uncertainty
Managing risk and uncertainty is crucial when innovating during disruption. This involves assessing potential risks, developing mitigation strategies, and being prepared to adapt plans as circumstances change. It also requires a mindset that views failure as an opportunity to learn and improve.
Conclusion
Innovating during disruption is not just about survival; it’s about leveraging change to drive growth, improve customer satisfaction, and establish a leadership position in the market. By understanding the nature of disruption, identifying opportunities, embracing digital transformation, and employing effective strategies, companies can turn challenges into advantages. Leadership, culture, and the ability to manage risk and uncertainty are key factors in successful innovation during disruption. As the business landscape continues to evolve, the ability to innovate in the face of disruption will become an increasingly important skill for companies looking to thrive.
FAQs
- Q: What is innovating during disruption?
A: Innovating during disruption involves finding opportunities in chaotic situations and turning them into advantages through innovation. - Q: How can companies identify opportunities in disruption?
A: By analyzing the impact of the disruption, recognizing new customer needs, and leveraging existing strengths and new technologies. - Q: What role does digital transformation play in innovating during disruption?
A: Digital transformation can help companies become more agile, improve operations, and enhance customer experiences, making them better equipped to handle disruptions. - Q: Why is leadership important for innovating during disruption?
A: Leadership is crucial for fostering a culture of innovation, making strategic decisions, and encouraging experimentation and risk-taking. - Q: How can companies manage risk and uncertainty when innovating during disruption?
A: By assessing potential risks, developing mitigation strategies, and being prepared to adapt plans as circumstances change.
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