Showing posts with label artificial intelligence. Show all posts
Showing posts with label artificial intelligence. Show all posts

Sunday, August 6, 2023

Future-Proofing Careers in the Age of Artificial Intelligence:

  

In today’s rapidly evolving landscape of technology, the rise of artificial intelligence (Ai) has brought both opportunities and challenges for professionals at every level. For high-school graduates embarking on their career journey and executives looking to stay relevant and thrive in their roles, future-proofing their careers in the era of Ai is of extreme importance.

Today, we will explore key strategies and actionable steps that individuals can take to adapt, grow, and excel in a world where Ai is transforming industries rapidly and life itself.

Regardless of your current stage in your career, and your age, embracing lifelong learning is the foundation for future-proofing your career. Ai technologies are continuously evolving, and new tools, techniques, and applications are emerging rapidly. High-school graduates and executives alike must commit to ongoing education and skills development to remain relevant in the workforce.

High-school graduates must focus on developing a strong foundation in STEM (science, technology, engineering, and mathematics) subjects, as they form the backbone of Ai- related disciplines. Additionally, they must participate in online courses, coding boot-camps, and internships to gain hands-on experience with Ai technologies.

Executives who want to protect their careers and thrive in the coming years must engage in executive education programs, attend industry conferences, and encourage a culture of learning within their professional lives. They will have to be familiar with Ai concepts and stay informed about its potential impact on their industry and their career growth.

It is important to realize that, while Ai can automate routine tasks, it cannot replicate human creativity, empathy, and critical thinking. All of us must nurture these skills to remain valuable contributors in our respective roles.

It is equally important for high-school graduates to engage in activities that foster creativity and problem-solving, such as participating in art, literature, or debate clubs. Think critically about how Ai can be ethically and responsibly integrated into various fields.

We have to encourage innovation and creativity within our environment. We have to create a work environment that fosters collaboration and diverse perspectives to harness the full potential of Ai while addressing its ethical implications.

Ai is not a standalone domain; it intersects with various industries and disciplines. By developing expertise in Ai- adjacent fields, those graduating from their schools and colleges and executives already in the work domain can enhance their value and future-proof their careers.

We all have to consider pursuing certifications in fields like data science, machine learning, robotics, or human-computer interaction. These disciplines complement Ai and open up diverse career opportunities. At work, we must encourage cross-functional collaboration within our organizations. An additional option is to interact with experts in Ai- related fields to identify innovative solutions and gain a deeper understanding of the technology's potential impact on your industry.

The integration of Ai technologies is already reshaping the workforce and creating new jobs while transforming existing ones. Adapting to this changing work environment is no longer an option, if each of us wishes to future–proof ourselves for the present and the future.

Being open to exploring emerging career paths that might not have existed a few years ago, embracing opportunities in data analysis, Ai development, Ai ethics, investing in up-skilling and re-skilling initiatives for ourselves is a necessity for career survival.

The rapid growth of artificial intelligence presents both opportunities and challenges for all of us at every level. By embracing lifelong learning, cultivating critical thinking and creativity, developing expertise in Aiadjacent fields, and adapting to the changing work environment, we can future-proof our careers and thrive in the era of Ai.

Remember, the key to success lies in staying curious, agile, and open to continuous growth in this ever-evolving technological landscape.

Be safe, be successful.


 

 

Wednesday, June 28, 2023

Deep-fakes Unveiled

In the age of rapid technological advancements, the emergence of deep-fakes has created both admiration and concern. So, what exactly are deep fakes?

Deep-fakes utilize artificial intelligence techniques to create realistic synthetic media, and present a significant challenge in the realm of disinformation and propaganda. In this article we will delve into the intricacies of deep-fakes, exploring their creation process and equipping professionals with valuable insights on detecting deep-fakes in propaganda.

Deep-fakes refer to manipulated audio, video, or image content that convincingly replaces the original subject with synthesized and software created elements. Using machine learning algorithms, deep-fakes can replicate facial expressions, gestures, and voices, making it increasingly difficult to distinguish the real content from fabricated media.

The Deepfake Creation Process:

a. Data Collection: Creating deep-fake starts with collecting vast amounts of data, typically involving photographs or videos of the target person.

b. Pre-processing: The collected data is processed to isolate the target person's face, enhancing it for subsequent analysis.

c. Neural Network Training: Deep-fake algorithms utilize deep neural networks to learn the unique features and characteristics of the target person's face.

d. Generative Adversarial Networks (GANs): GANs consist of two neural networks—an encoder and a decoder—working in tandem to generate realistic synthetic media. The encoder extracts the target person's facial features, while the decoder generates the final synthetic content.

e. Refinement: The generated synthetic media is refined iteratively, improving the quality and realism through repeated training cycles.

Spotting Deep-fakes in Propaganda:

a. Visual Anomalies: Deep-fakes may exhibit subtle visual irregularities, such as unnatural movements, inconsistent lighting, or mismatched reflections.

b. Facial Inconsistencies: Pay close attention to minor facial details like blinking, facial hair, or facial proportions that may appear unnatural or distorted.

c. Audio Discrepancies: Deep-fakes may introduce audio artifacts or inconsistencies, such as lip-syncing issues or subtle audio glitches.

d. Unusual Context or Behavior: Deep-fake(s) embedded in propaganda often aim to manipulate public opinion. Be cautious of narratives that seem out of character or employ extreme perspectives without sufficient evidence.

e. Metadata and Source Verification: Verify the source of the media by examining metadata, timestamps, and cross-referencing with other reliable sources to establish authenticity.

Deepfake Mitigation Techniques:

a. Advances in Ai Detection: Researchers are developing sophisticated deep-fake detection algorithms that leverage machine learning and computer vision techniques to identify anomalies and artifacts indicative of deep-fake(s).

b. Digital Watermarking and Authentication: Embedding invisible watermarks or cryptographic signatures into media content can facilitate its authentication and traceability.

c. Media Literacy and Education: Raising awareness about deep-fakes and educating the public can empower individuals to critically evaluate media sources and question the veracity of information.

Leaders in Government, politicians, high-profile industrialists and other global influencers have to realize that deep-fakes pose a significant challenge where there might disinformation and propaganda connected to them and their organizations, leading to distrust among their supporters (for politicians) and investors & customers (for industrialists and influencers).   Understanding the creation process behind deep-fakes and being equipped with effective detection techniques are crucial for everybody in combating the potential risks associated with synthetic media. By remaining vigilant, leveraging advanced detection technologies, and promoting media literacy, we can navigate the complex landscape of deep-fakes and protect the integrity of all types of information in the digital age.


 

 

Tuesday, June 27, 2023

Tech It or Leave It: Embracing the Hilarious Side of Technology and Ai

In the so called “tech” companies, there's a phrase that echoes through the digital corridors: "Tech it or leave it." 

But what exactly does it mean? Is it a call to embrace the ever-advancing world of tech, or a humorous way of saying, "If you can't keep up, well, walk away"? Let us explore what it means to "tech it" and why sometimes it's perfectly fine to just "leave it" with a smile on your face.

When it comes to technology, the possibilities are seemingly endless. From smart homes that talk back to you (and maybe argue with you, too) to self-driving cars that insist on taking you on the scenic route rather than the shortest one, embracing the latest tech can be an adventure in itself. Sure, you may have to deal with a few glitches and malfunctions along the way, but hey, who doesn't enjoy the occasional robot dance party when your virtual assistant misunderstands your requests?

Artificial Intelligence, the brainchild of tech enthusiasts and science fiction writers alike, is undoubtedly fascinating. Ai-powered chatbots and virtual assistants attempt to understand our every need, but sometimes their interpretations can be downright hilarious. You may find yourself in a conversation where Siri suddenly believes she's a stand-up comedian or where your smart fridge insists on telling you the daily weather forecast in an overly dramatic Shakespearean monologue. Tech it or leave it, but laughter is definitely included.

By the way, technology is not always sleek and shiny. There's a quirky side that often comes out to play. We've all experienced the frustration of our smartphones autocorrecting perfectly fine words into absurdities or our fitness trackers insisting we've climbed Mount Everest after a quick jog around the block. And who can forget those delightful moments when facial recognition technology decides that a stapler or a houseplant is your long-lost twin? Embrace this and let the laughter flow.

Sometimes, technology simply doesn't cooperate, leading to some truly epic fails. From voice-activated devices misinterpreting innocent statements as commands to virtual assistants suddenly chiming in during important meetings with embarrassing anecdotes, these moments remind us that perfection is overrated. So, when tech fails you, take a deep breath, laugh at the absurdity, and know that you are not alone in navigating the quirky world of technology.

While technology can bring laughter and entertainment, it's essential to find a balance. Remember that it's perfectly okay to "leave it" when you feel overwhelmed or need a break from the digital realm. Take a step back, enjoy the simpler things in life, and relish in the hilarious moments that arise from our technological encounters. After all, nothing beats a good old-fashioned game night with friends, where the only "Ai" involved is the All-inclusive happy hour at the local hangout.

"Tech it or leave it" encapsulates the humorous side of technology and Ai. Embracing the marvels, quirks, and occasional fails of the tech world can bring laughter and amusement into our lives. So, next time you encounter a technological hiccup or witness an Ai-powered mishap, don't forget to smile, have a good laugh, and remember that even in the world of advanced technology, a little laughter goes a long way.

Cheers

 


 

 

Saturday, May 13, 2023

Addressing the Fear: Why Politicians Worldwide Are Concerned about the Growth of Artificial Intelligenc

Introduction: 

Artificial intelligence (Ai) has rapidly emerged as a transformative force that holds tremendous potential for changes in various sectors, industrial and personal. However, this remarkable growth has also instilled a sense of fear and concern among politicians across the globe. In this article, we will explore the reasons behind this fear and discuss the importance of educating citizens to help them better understand the life-changing effects of Ai.

1.   Job Displacement and Economic Impact: One of the primary concerns that politicians have regarding Ai is the potential for significant job displacement. As Ai technology advances, automation becomes more prevalent, leading to fears that many current job roles would become obsolete. Policymakers worry about the economic impact of widespread job losses, potential social unrest, and the need for re-training and up-skilling programs to ensure a smooth transition into the Ai driven economy.

2.   Ethical Considerations and Bias: Ai systems are only as good as the data they are trained on, and biases within the data would lead to biased outcomes. Politicians are apprehensive about the ethical implications of Ai, particularly in critical areas such as criminal justice, healthcare, and public services. They fear that without proper oversight and regulation, Ai systems may perpetuate existing biases or create new ones, leading to discrimination and unequal treatment, beyond those already created by various political decisions.

3.   Security and Privacy Concerns: The growth of Ai also raises concerns about security and privacy. Politicians worry about the potential misuse of Ai for surveillance, cyberattacks, or deep-fake technologies. There would be a need for robust legislation and safeguards to protect individuals' privacy rights and prevent Ai-related threats to national security.

4.   Lack of Understanding and Public Awareness: One significant challenge in addressing the fear of Ai lies in the lack of understanding and public awareness. The average person may perceive Ai as a mysterious and potentially threatening technology due to its portrayal in popular culture. Policymakers must recognize the importance of educating the public about Ai to dispel misconceptions, foster informed discussions, and encourage citizen engagement in shaping AI policies.

How to Educate Citizens about Ai:

a. Integrate Ai Education in Schools: Incorporating Ai-related concepts and ethics into the curriculum can help familiarize students with the technology from an early age. This approach cultivates digital literacy and encourages critical thinking about Ai's benefits and risks.

b. Public Awareness Campaigns: Governments, academia, and industry leaders can collaborate on public awareness campaigns to promote a better understanding of Ai. These campaigns should emphasize the positive impact of Ai, debunk myths, and address concerns, enabling the fostering of a more informed and receptive public.

c. Public-Private Partnerships: Governments can and should forge partnerships with Ai companies and research institutions to develop educational programs, workshops, and public forums. These initiatives can provide citizens with opportunities to engage with Ai experts, ask questions, and gain insights into Ai's potential.

d. Transparent Regulation and Policies: Policymakers should prioritize transparent and inclusive policy-making processes. Citizens should have the opportunity to voice their concerns, contribute to the development of Ai regulations, and ensure that policies align with societal values and aspirations.

The fear surrounding the growth of artificial intelligence is a complex issue that policymakers worldwide must address. 

By understanding the reasons behind politicians' concerns and implementing effective education initiatives, leaders in Ai technology can help politicians and citizens navigate the transformative impact of Ai. By fostering a knowledgeable and engaged citizenry, together we can shape Ai policies that prioritize ethical considerations, safeguard privacy, and ensure that the benefits of Ai are accessible to all.


 

 

 

Thursday, March 30, 2023

The Rise and Rise of Ai ...

 Artificial intelligence (Ai) is already making a significant impact on our lives and professions, and its influence is only going to grow stronger in the coming times. While Ai has the potential to bring about numerous benefits, it also poses several challenges that we need to be aware of.

In this article, we will discuss some of the challenges that arise from Ai influencing our lifestyles and professions, with a focus on how job profiles will change and which jobs will be affected the most.

1.    Automation of jobs

This is one of the most significant challenges posed by Ai. As Ai becomes more advanced, it is increasingly able to perform tasks that were once the exclusive domain of humans. This includes everything from manual labor to complex decision-making processes. As a result, many jobs that were previously done by humans are now being automated, leading to job loss and displacement.

Jobs that are most at risk of Ai automation include those that involve repetitive tasks or those that require little creativity or problem-solving. This includes jobs in manufacturing, data entry, and customer service. Even jobs that involve higher-level thinking, such as accountancy and law, are not immune to automation. Already, some Ai systems are already being used to help lawyers and accountants perform their work more efficiently.

2.    New job requirements

While some jobs may be automated, others will require new skills and knowledge to keep up with the changing landscape of Ai. Data scientists and engineers will be needed to design and develop Ai systems, while others will be needed to train and manage these systems. Additionally, jobs that involve creativity and critical thinking, such as artists and writers, may become more important as Ai takes over more routine tasks. Workers will need to adapt to new job requirements, which may involve retraining and up-skilling. This presents a challenge for both workers and employers, as they will need to invest time and resources to stay ahead of the changes brought about by Ai.

3.    Bias and fairness

Ai systems are only as unbiased as the data they are trained on. If the data used to train an Ai system is biased, the system will also be biased. This can lead to unfair outcomes and perpetuate existing inequalities. For example, if an Ai system used to screen job applications is trained on data that is biased against certain groups, it may lead to discrimination against those groups.

To address this challenge, it is essential to ensure that Ai systems are trained on unbiased data and are regularly audited to ensure fairness. Since, there is a need for diversity and inclusion in the development of Ai systems, it is necessary to ensure that the perspectives of all groups are taken into account.

4.    Privacy and security issues

Ai systems rely on large amounts of data to function effectively. This data often includes sensitive personal information, such as health records and financial data, thereby posing a significant risk of privacy breaches and data theft.

To address this challenge, it is essential to implement robust privacy and security measures. This includes ensuring that data is stored securely and that only authorized personnel have access to it. Additionally, it is essential to ensure that Ai systems are designed with privacy and security in mind, to minimize the risk of data breaches.

5.    Ethical concerns

Ai systems raise a range of ethical concerns, including issues related to accountability, transparency, and control. Essentially, who is to be held responsible if an Ai system makes a mistake that leads to harm to individuals? How can it be ensured that Ai systems are transparent and explainable, so that we can understand how they make decisions? And how can we ensure that humans retain control over Ai systems, rather than the other way around?

To address these concerns, it is essential to develop ethical frameworks and guidelines for the development and deployment of Ai systems. This includes ensuring that Ai systems are transparent and explainable, so that their decision-making processes can be understood and audited. It also involves creating mechanisms for accountability, so that individuals and organizations can be held responsible for the outcomes of A systems.

6.    Social and cultural impacts

We have to consider that the widespread adoption of Ai is likely to have significant social and cultural impacts. It is expected that the use of Ai systems to automate jobs may lead to significant economic and social upheaval, particularly in developing countries where many people rely on low-skilled jobs. Additionally, the increasing reliance on Ai systems in decision-making may have unintended consequences, such as perpetuating existing biases and inequalities.

To address these concerns, it is essential to ensure that the benefits of Ai are shared equally across all sections of society. This includes ensuring that workers who are displaced by Ai are given the support they need to retrain and find new employment. It also involves taking into account the potential social and cultural impacts of Ai systems, and designing a strategy to mitigate any negative effects.

In terms of job profiles that will be most affected by Ai, it is likely that low-skilled jobs that involve repetitive tasks will be the most at risk of automation. This includes jobs such as manufacturing, data entry, and customer service. And, as Ai systems become more advanced, it will impact higher-level jobs, such as those in law and accounting, which will also be affected.

However, there are new job profiles emerging as a result of Ai being used in our daily lives. For example, data scientists, engineers, and analysts are in high demand to design and develop Ai systems. And, jobs that require creativity and problem-solving, such as artists and writers, will become even more important as Ai systems take over more routine and repetitive tasks (except brushing your own teeth).

Therefore, while the impact of Ai on our lifestyles and professions is still unfolding, it is clear that it poses both challenges and opportunities. As we move forward, it is essential to answer these challenges proactively and work towards a future where Ai is used to benefit society as a whole and the individual in particular. This involves developing ethical frameworks for the development and deployment of Ai systems, ensuring that the benefits of Ai are shared equitably across society, and investing in retraining and upskilling programs to help workers adapt to the changing job landscape.

Thus, it is important that we do not fear Ai, but work towards having control over its development, so that it can be used for our benefit. 

 


 

 

 

 

Saturday, March 4, 2023

"Ai: Revolutionize Your Workflow"

 Artificial Intelligence [Ai] is going to totally destroy our work culture as we know it today. And, if you do not panic; this is fantastic news.

The internet is full of news, opinions and views that are terrifying to know; at least as the first glance. Ai is being displayed and described as that technology that can recreate art in a better fashion than humans, or pass college exams with higher markings or even score higher than humans in IQ tests. Many of us read and hear how Ai can function better at many jobs than humans; and most of those jobs are the ones we are doing right now. It is a terrifying thought that Ai will replace many humans from their current jobs, in possibly less than a year. Yes, Ai is a highly disruptive technology, and none of us are safe from its effects on us, professionally and personally.

 However, such moments of disruption present the biggest opportunities for succeeding. If we agree, in principle; that Ai is revolutionary technology, then the correct question to ask is, how can we make money in these transformations?

 Ai is the biggest game-changer in our lives right now. We can consider it to be the ultimate force multiplier in our daily activities and therein lies the secret to our success. As of right now, humans are limited by the rate at which they can think. This determines the rate at which they can solve problems. And as Elon Musk says, "people are paid in direct proportion to the difficulty of the problems they solve". If you try to beat AI, you will lose.

 Stop thinking on how to beat Ai, and start thinking on how it can be used to our personal and collective advantage. Regardless of which industry we work in, we will be able to do our job better with Ai. And, those who are the first movers to take advantage of this will be the winners and the leaders. To do so, stop researching the benefits and pitfalls of Ai; and start using it.

As of today, Ai can be integrated into marketing pipe-lines, copy-writing, image generation, creativity, and human voice replication. And that’s only in the last few months. The tipping point of Ai technology becoming a complete part of our daily activities is not too far away, and the process is only going to move faster in the near future.

 The key, is not to get left behind. Remember, change is constant, and with Ai, change is inevitable. And at the speed at which Ai is influencing technology and its usage, this speed is crazy dangerous if you are not focused on it. Pay attention. Ai has already started altering our systems, and in the next few months it can be expected to have a major influence our abilities to learn and test. Those who learn and adapt the fastest will be on the top of the success curve. It is no secret that Ai is fast becoming a part of our lifestyle.

 We need to have a drastic change in our thinking process and stop considering Ai as our enemy. We have to start considering it as a tool for our benefit. Your job is not in danger of being replaced by Ai, at last not yet. You are going to be replaced, at this time, by a human being who is using Ai as a tool of efficiency and high performance. To be successful faster, we have to analyze how Ai is disrupting our work activities. We all have vulnerabilities in our work process. We must identify these weaknesses and then identify those Ai tools that are relevant to our work and master them. Be proficient in using these tools in your work, and learn by practicing in great detail.

 Don’t forget. Ai influence on our lifestyles is the beginning of a highly aggressive tech revolution. We have to move quickly to take advantage of the situation as it unfolds. By being the early adapters and learners, we can be ahead of the others in understanding and implementing Ai tools to our advantage, and mastering their usage. When we become the master, others are going to look at us for advice and guidance, because we are able to solve problems more efficiently, more accurately and more effectively. “Those who solve problems faster, will be paid more”.

 Ai gives us an unimaginable level of efficiency in certain tasks. We have to learn to use it as an effective tool. Ai is not infallible. Remember, it’s dependent on machine learning and deep learning, and its efficiency is only as good as the data that it is receiving. Ai will not be the ultimate problem solver, and if we get overly dependent on it, we will be disappointed with the results. However; if we take action right now, learn to use Ai tools, build and create a more efficient Eco-system and leverage Ai correctly; we will have the first adaptor advantage.

Essentially, Ai is “The Key to Unlocking Greater Efficiency and Productivity"

 


 

Thursday, March 2, 2023

How AI like ChatGPT can change (and is changing) the education process….

Artificial Intelligence (AI) has the potential to transform many aspects of our lives, including education. AI-powered tools like ChatGPT can provide a wealth of benefits for students, teachers, and schools.

Here are some of the ways that AI can change education for our children:

1.    Personalized Learning

One of the most significant advantages of AI is its ability to personalize learning for each student. With AI-powered tools, educators can analyse student data, such as learning styles, strengths, and weaknesses, to create personalized learning experiences that are tailored to each student's unique needs. This can help students to learn at their own pace and in a way that suits them best.

Personalized learning can take many different forms, such as adaptive learning platforms, which adjust the difficulty of the content based on the student's performance, or personalized feedback and recommendations, which provide students with targeted support and guidance. These approaches can help students to feel more engaged and motivated in their learning, leading to better academic outcomes.

2.    Adaptive Assessments

Assessments are an essential part of the learning process, but traditional assessments can be rigid and inflexible. AI-powered assessments can provide more adaptive and flexible approaches, adjusting to the student's performance in real-time. Adaptive assessments can provide more accurate measurements of student progress and help educators to identify areas where students are struggling.

For example, adaptive assessments can provide students with more difficult questions if they are performing well, or easier questions if they are struggling. This can help students to stay engaged and motivated in their learning, as they are not constantly being presented with content that is either too easy or too difficult.

3.    Learning Analytics

AI-powered learning analytics can provide educators and administrators with a wealth of data and insights into student learning. With these tools, educators can analyze large amounts of data to identify patterns and trends in student performance, as well as gain insights into how different teaching approaches and resources impact student outcomes.

Learning analytics can also help to identify students who may be at risk of falling behind, allowing educators to provide targeted support and intervention. By leveraging AI to analyze student data, schools can make more informed decisions about curriculum, student support, and resource allocation.

4.    Virtual Learning Assistants

AI-powered virtual learning assistants can provide students with additional support outside of the classroom. These assistants can help students with homework, answer their questions, and provide guidance and support when they need it most. By providing students with access to virtual learning assistants, schools can help to reinforce learning and provide additional support for students who may be struggling.

Virtual learning assistants can take many different forms, such as chatbots or voice assistants, and can be accessed through a range of devices, such as smartphones, tablets, or smart speakers. These assistants can provide students with personalized feedback and recommendations, helping them to stay engaged and motivated in their learning.

5.    More Efficient Grading

Grading is an essential part of the teaching process, but it can be time-consuming and labor-intensive. AI-powered grading tools can help to automate the grading process, saving teachers time and providing more timely feedback to students. By automating grading, educators can focus on providing support and guidance to students, rather than spending hours grading assignments.

AI-powered grading tools can also provide more accurate and consistent grading, ensuring that all students are being assessed on a level playing field. These tools can provide students with more personalized feedback and recommendations, helping them to understand where they need to improve and how they can do better in the future.

AI has the potential to revolutionize education by providing personalized learning, adaptive assessments, learning analytics, virtual learning assistants, and more efficient grading. These AI-powered tools can help students to learn at their own pace and in a way that suits their individual needs, providing them with targeted support and guidance throughout their learning journey.

However, it is important to note that the use of AI in education also raises some ethical concerns. For example, the use of AI to collect student data raises questions about privacy and data protection. It is important for schools and educators to ensure that they are using AI in a way that is ethical and respects the privacy and rights of students.

Moreover, it is important to ensure that AI-powered tools are accessible to all students, regardless of their background or socioeconomic status. Schools and educators must ensure that AI is used in a way that is inclusive and equitable for all students.

Essentially, AI-powered tools like ChatGPT have the potential to transform education by providing personalized learning, targeted support, and more efficient processes. By leveraging AI, educators can help students to learn more effectively and efficiently, providing them with the skills and knowledge they need to succeed in the 21st century. 

 

 
 
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