Undetectable.ai outputs

# 10 Tips for Improving Home Wi-Fi Coverage There are few issues that as frequently infuriate home users as buffering of video whilst attempting to watch online. And many places within the home where the user cannot get a Wi-Fi signal – usually referred to as ‘dead spots’. For most of these simple problems there are simple solutions and in this guide we cover ten very easy things to do to improve your home Wi-Fi. **1. Put Your Router in a Central Spot** Don’t hide your router in a closet. Positioning your Wi-Fi router in the middle of your home will ensure that the signal is distributed equally in all directions. This will provide the best possible coverage for the price you paid for your router. **2. Get It Off the Floor** Just as a good base is important for a strong building, a good height for your router is crucial for optimal Wi-Fi coverage. Place your router on a high shelf or mount it to the wall for better home Wi-Fi. **3. Keep It Away From Other Electronics** There are many electronic devices in the average home which can interfere with your router signal. Things like microwave ovens, baby monitors, cordless phones etc. Try to keep your router away from these devices to ensure the best possible signal. **4. Update Your Router's Firmware** By updating your router’s firmware every few months, you’ll significantly improve the performance and security of your router. Most routers are configured to automatically update, but in case your router does not do this for you, login to the router’s settings via a standard web browser on your computer to manually check for updates. **5. Change the Channel** Another problem you might encounter is other routers transmitting signals that get picked up by your router and interfere with your connections. If your router supports channel changing you can set it to connect to the cleanest channel. For a 2.4 GHz router you can set it to channel 1, 6 or 11. **6. Use the 5 GHz Band** Note: If your router is dual-band then connect your devices to the 5 GHz band for even faster speeds. However the 5 GHz band has a much shorter range than 2.4 GHz, so you’ll need to reconnect in different parts of the home. **7. Add a Wi-Fi Extender or Mesh System** While Wi-Fi extenders can cover many areas of a home, there are some very large homes and even homes with very unusual structures where a single Wi-Fi extender will not be enough to give you 100% coverage of your home. In such cases, you will need to consider a home Wi-Fi system that is designed to provide complete coverage to all areas of your home. Such systems, known as “mesh Wi-Fi systems,” consist of multiple devices, or “nodes,” that are all connected to each other. The nodes are placed throughout your home, and together, they form a network that allows you to move around your home freely, without losing your connection. **8. Reboot Regularly** Some problems with your Wi-Fi connection can even be solved with a simple restart of your router. The process is simple: Just unplug your router, wait 30 seconds and then plug it back in again. **9. Secure Your Network** Make sure your Wi-Fi network is secure by locking it with a password. If you have not set a password to your Wi-Fi network before, your neighbors could be using your bandwidth to stream a movie or play video games. Lock your network by changing settings in your router to use WPA3 or WPA2 encryption. **10. Upgrade Your Router** Most routers on the market today have been around for 5 years or more. If you have not upgraded your router recently it is worth looking at the latest models that support the latest Wi-Fi technology. These newer routers can provide faster speeds to more devices at once then their older counterparts. Give a few of these a shot to help you get a better home network to put an end to all that buffering.

**Introduction** A lot of literature on climate change mitigation and the transition to renewable energy has already been published. Most of the publications deal with international climate change agreements and especially large cities with a lot of financial power and center of interest. However, subnational actors are becoming more and more relevant for climate change research. An increasing number of mid-sized cities all over the world is contributing to the local energy transition. Although every single mid-sized city is smaller than a large metropolitan region with millions of inhabitants and a huge carbon print of municipalities, together they are home to a big part of the world’s urban population and their carbon prints as municipalities are significant. For this reason a closer look at renewable energy in these cities is important for the implementation of climate change mitigation on the national and global level. A first set of research on mid-sized cities focuses on the socio-technical and financial challenges for Renewable Energy (RE) in these specific urban forms. The studies on mid-sized cities compared to other types of cities have the potential to highlight the specific needs and challenges of mid-sized cities in terms of energy transitions. In a sense, also these studies are comparing cities, but in a different way. For example, a review on the financial and human resources that municipalities have at their disposal found that all types of cities have limited, chronic municipal resources. This review, however, also found that there is a huge need for support structures for medium-sized cities to transit from fossil fuels to RE. A second set of research on the topic of energy transitions in mid-sized cities surveys existing and emerging governance and policy tools and their implementation for RE in urban settings. The specific focus here is on the tools and practices that mid-sized cities are using for energy transitions, and in which ways these are different from, or even superior to, those in use by the largest metropolitan regions. The argument here is that the greater ‘agility’ possessed by mid-sized urban bureaucracies compared to the largest of metropolitan governments, the so-called ‘city forms in between’, enables them to implement rapid innovation around energy policy-and-practice more easily. An example of such practices and tools that are being reformed or implemented by these mid-sized cities are for example: 1) municipal utility re-form/ municipalization, 2) urban form-based zoning for RE, 3) distributed community scale solar power and other RE projects. A third set of research on the topic of energy transitions in mid-sized cities focuses on issues of social equity and ‘just transition’ to RE in these urban settings. These studies investigate how cities are dealing with the challenge of keeping costs for low-income individuals and households as low as possible during the transition to an urban form with low carbon emissions. The ways in which cities are dealing with these transitions and trying to keep costs down for low-income individuals and households, for example by providing relatively-cheap access to newly constructed energy efficient homes, or by lowering up-front costs for low-income individuals who want to invest in community-scale RE projects, are studied in detail. The review will focus on three areas within the literature on renewable energy in mid-sized cities. The first area consists of a list of socio-technical and financial barriers that in mid-sized cities need to be removed in order to give renewable energy a chance. These can consist of a lack of municipal funds, the absence of specialized technical staff in the municipal government, and limited access to financial resources in order to invest in green technologies such as wind turbines or solar panels. In addition, mid-sized cities have limited access to a range of financial instruments, such as green bonds. The second area consists of the various structures of governance and the repertoire of measures that in order to promote renewable energy at the municipal level exist. This can consist of municipal utility ownership and a range of measures that fall under the heading of zoning, such as community solar programs. The third area consists of the social equity or the ‘just transition’ of workers and their communities from carbon-intensive forms of production to low-carbon alternatives. The challenge that they pose for mid-sized cities is how to implement a just transition to renewable energy, in order to ensure that low-income populations are not unfairly burdened by the costs of the transition to renewable energy. By critically evaluating these three areas the review will highlight some of the main gaps in the current literature. The first gap consists of a marked imbalance in the amount of research that has been carried out on mid-sized cities in different parts of the world. The bulk of the research that has been conducted on ‘green cities’ has focused on a selection of pioneering eco-cities in Western and Northern Europe and North America, while there is a marked lack of research that has been conducted on eco-cities in the rest of the world.

# Internet Access is a Public Utility In the 21st century Internet access has become a fundamental human need that should be treated as a public utility, i.e. similar to water, electricity or electricity, or gas. The Internet is becoming an essential service similar to water, electricity, and gas that must be supplied to all homes in a safe and reliable manner. More and more jobs are being posted online, children are completing their homework on educational websites and platforms, people with serious health issues are conducting and receiving telehealth appointments, and even conducting government business with state and local government agencies online. The COVID-19 health crisis has revealed the so-called “homework gap” for millions of students from across the country who do not have access to the internet at home and, therefore, have been unable to complete their schoolwork. Internet access as a public utility will address the many inequalities that exist in our current communication infrastructure. Rural and low-income urban residents will have a choice of Internet service providers, pay reasonable prices for fast and reliable service, have broadband in their homes and businesses, and have access to the information, communication, and services that can support their full participation in our society. Mandating that Internet service providers meet universal service requirements will end the inequality of access based on geography and income. Others claim that such stringent regulations to treat Internet access as a public utility would curb innovation in the field as well as negatively impact investments in it. However, the kind of oversight which is typical for electricity as well as telephone services is not of such a nature as to prevent any developments in said services. This is also true for treating Internet access as a public utility: the aim is to allow the most important service of modern times to develop in such a manner so as to be provided to everybody and not be driven to exorbitant prices which only the very rich could afford. Establishing the internet as a public utility would also ensure that there are strong protections against broadband providers engaging in practices that could be considered to be against the public interest, such as charging excessive prices, cutting off service at times when it is most needed by consumers, or even engaging in discriminatory practices that would deny some groups of people or businesses with equal access to and use of the Internet. In addition, there must be strong protections against broadband providers establishing a “pay to play” regime of access discrimination on the Internet that would allow those with greater financial means to purchase preferred status and stifle out the voices of smaller, less affluent individuals and businesses. When a service becomes as critical as these for full participation in modern life, treating it as a public utility is just common sense.

[Your Name] [Your Phone Number] | [Your Email Address] | [Your LinkedIn/Portfolio Link] [Date] [Hiring Manager Name or Hiring Committee] [Company Name] [Company Address] **Subject: Application for Mid-Career Data Scientist Position** Dear [Hiring Manager's Name / Hiring Team], I am interested in applying for the Data Scientist position at [Company Name]. With over 5 years of experience utilizing machine learning, statistical models, and predictive analytics to drive data to actionable business decisions, I believe I would bring a lot of relevant experience to your team. I am currently employed as a Data Scientist at [Current Company]. As a Data Scientist at [Current Company], I lead many end-to-end data projects that deliver results to business units at the company. Most recently, I developed and implemented a customer churn prediction model that used gradient-boosted trees (XGBoost) for [Company]. The model was integrated into the company’s CRM platform to predict when customers would churn. After the model predicted when a customer would churn, the model was used to launch targeted campaigns to those customers before they actually churned. These campaigns resulted in a 14% reduction in customer churn, or approximately $1.2M in annual savings for the company. I have also developed fully automated ETL pipelines for large datasets using SQL and Apache Spark. These pipelines have decreased data latency by 40% or more for product teams at the company. Additionally, the large datasets are now able to be accessed in real-time by product teams using dashboard analytics provided by the company. I have solid SQL, Python and R skills, as well as good experience building supervised and unsupervised machine learning models for all kinds of problems. I also have good experience with NLP and data visualization using Tableau and PowerBI among others. Importantly, as a mid-career data scientist, I also bring a lot of value in bridging the gap between the technical execution of a data model and the business strategy to support it. As such, I frequently work with product, marketing and engineering teams all building out data models that are well aligned with the company’s broader goals. I am particularly drawn to [Company Name] as it is a leader in the field utilizing AI in an effort to democratize access to financial services. As a growing data team at the company continues to mature, I am excited at the prospect of being a part of scaling up the company’s predictive modeling in order to achieve its business objectives. Thank you for your consideration and I look forward to speaking with you in order to further elaborate upon my extensive experience as a Data Scientist and how I can bring value to the [Company Name]’s team. Sincerely, [Your Name]

## Introducing the New SaaS App For a Calmer Morning: Morningspace. Many of us start our days in a similar way. We wake up to the sound of our alarms, reach over to our phones to check for any notifications, and then hit the snooze button over and over again. Once we finally drag ourselves out of bed, we rush to get ready for the day ahead of us while dealing with traffic, forgotten tasks, and last minute decisions. We try to fit in as much as we can before heading off to work, all the while trying to eat breakfast and drink our morning coffee on the go. It can be stressful, and it often leaves us feeling fatigued before we’ve even had our first cup of coffee. **Introducing Morningspace** - The brand new SaaS product for design and implementation of a perfect morning routine for your self-care in a matter of minutes. The SaaS won’t turn into another stressful piece of work for you. Plan your ideal morning routine in minutes by choosing from a variety of guided routine templates. Add your very own habits, set time blocks for each and receive gentle reminders to complete your routine. Whether you’re trying to go to bed earlier, cut down on time spent in front of a screen, start writing a journal, stretch your body or leave for work feeling less stressed Morningspace can help you create the perfect routine for you. Minutes to Plan Your Ideal Morning Routine | Simple & Peaceful. ### Start the Day With Less Stress With Morningspace, you can: - Create your own routine for the morning. - Get calming reminders for each step in your routine. - See how consistent you are with your - Set reminders to wake up for the start of a routine to calm down before starting the day. - Track your progress (without guilt, no streak pressure to keep). - Use smart suggestions to improve your routine over time. - Sync your routine across all your devices, so you can always have your routine with you, wherever you are. Morningspace is perfect for busy professionals, parents, students and anyone in between who need to get more out of their mornings. Morningspace is designed to help you get more out of your mornings, start your day off right and get control of your life. A calmer morning doesn’t have to be the harbinger of a completely transformed life. It can be the result of a few thoughtful changes that you make to your current morning routine and then stick to. **Ready to make mornings feel lighter?** Create your first routine today and start off each day feeling grounded, focused and in control. **Start your free trial and build your calmer morning with Morningspace.**

# Wake Up to Coffee Worth Savoring Every month we bring you a taste of a new coffee world. Our small-batch single-origin coffee subscription delivers the best coffee beans from the top coffee farmers in countries of coffee origin such as Ethiopia, Colombia, Guatemala and Kenya. We deliver a new coffee every month with its own story and flavors to taste. Our small-batch roasting policy means that we roast a micro-batch just before we ship out the coffee, and that coffee is delivered to your door at its absolute freshest – just days after roasting. Each single-origin coffee is designed to highlight the flavor of a specific region or farm and can have a wide variety of flavor notes including bright citrus, rich chocolate, and everything in between. From the delicate citrus and floral notes of our Yirgacheffe from Ethiopia, to the rich chocolate flavors of our coffee from Colombia’s Huila region, to the complex and intense flavors of our Nyeri coffee from Kenya, every coffee is unique. Each package will include: a 12 oz bag of fresh whole bean coffee, Tasting Notes written by our head roaster, Brewing Tips written specifically for the coffee and the Farm Story written by the team here about the farm the coffee was grown on. We also allow you to choose your desired Roast Level, how often you would like your package to arrive (i.e. every month, every two months, etc.) and whether or not you would like the coffee to be Ground for you as well. We've created the perfect coffee subscription for you. Every shipment will contain the information on how to best bring out the flavors in your single-origin coffee. Whether you're a fan of French drip, pour-over, Aeropress, or a simple drip coffee maker, we've got you covered. And don't forget, we can put your subscription on hold or cancel it completely whenever you see fit. $18/month. Free shipping. We’re on a mission to deliver coffee that you can actually trace back to the farmer, the farm, and the area of the world where it was grown. Coffee that is ethically sourced and roasted to perfection for you to enjoy. Start your search for your next favorite cup today.

# The Four-Day Work Week: A Smarter Path to Productivity Work-life balance has recently become a topic of much discussion in modern professional life, yet, the century old 5-day 40-hour workweek remains largely unchanged. The 5-day 40-hour workweek is no longer efficient and is indeed in many cases counterproductive. The 4-day workweek could be the smarter work option for employees, businesses and the wider economy. The Evidence for the 4 Day Work Week: A Summary of Studies. In 2022 the UK government ran a large scale trial of reduced hours with 61 companies and nearly 3,000 employees from across the country. All of the participants worked for 6 months on the reduced hours with no reduction in salary. The results were astounding: 92% of participants chose to continue to work 4 days a week after the trial and reported a positive impact on revenue with either a decrease or no increase in work. Most importantly for business the level of employee burnout fell dramatically. Similar results have been found in Iceland where a number of large-scale trials were conducted between 2015 and 2019. While productivity had remained the same or increased in the majority of cases, employees reported being happier and healthier as a result of working 4 days a week. Recent research into how people actually work has shown that for most people there are three hours in an eight hour workday when they are most productive. The rest of the time is spent attending meetings, dealing with emails, getting tired and trying to get work done when already fatigued. In order to work efficiently, both employees and companies need to work within constraints and the four day work week does just that by forcing both sides to work within a strict framework and focus on the most important work. But it’s not just great for employees of smarter working companies – it’s also a great way for companies to attract and keep their best staff members in a world where anyone with an internet connection can work for anyone, anywhere in the world. There are already a lot of companies that offer their employees extra time off of work in the hopes of getting an edge in hiring, but the thing is that for this to matter, your company has to be able to afford to pay your employees enough to take time off in the first place. But the four-day work week allows companies to give their employees the kind of work-life balance that they want without breaking the bank. There are some industries where a 4 day week would be impractical and others where it would be very difficult to implement but that does not mean to say that all industries will fail in their attempts to switch to a 4 day week. There are many industries that are currently working towards a 4 day week and finding that the benefits to both employees and employers are well worth making a few adaptations to current working practices. Ultimately it is results that matter not hours worked. Working less to achieve more is a proven model.

# Generative AI Reshapes Knowledge Work, Boosting Productivity and Raising New Concerns Gen 2 AI is transforming the nature of work for knowledge workers across industries. As productivity soars new challenges are arising as to how work will be done, by whom and how organizations will function in the face of radical change to jobs and skills required to perform them. There is also some research now emerging on the new productivity gains from work using generative AI, such as research by two of the worlds leading universities, MIT and Stanford Universities. In a recently published study they discovered that when people did use generative AI to complete a task for work they found that on average they were able to finish it 14% faster than they would have done without the technology. Interestingly for less experienced workers there was a significant increase of 35% in work completed more speedily when they used AI compared with having completed the work without the technology. This new technology could therefore add as much as $2.6 trillion to $4.4 trillion to the global economy by 2030, with work being concentrated in marketing, software engineering, customer service and research. "Unlike past automation, which tended to focus on tasks that were physically repetitive, what we're seeing now with generative AI is that it is performing many of the same kinds of cognitive tasks that humans have previously thought to be uniquely within their realm of capability, such as analyzing data to draw conclusions, writing reports, or even writing code." – Dr. Lena Martinez, Georgetown University Labor Economist In addition to the growing number of individual developers using Generative AI, large corporations are now striving to integrate Gen AI into their existing business applications. In addition to existing AI-powered virtual assistants such as Microsoft’s Bot Framework, Google’s Cloud AI Platform and Salesforce’s Einstein Application Platform, large consulting firms have spent billions of dollars to develop and market their own proprietary platforms to provide advanced analysis for their corporate clients. A 2024 survey of 876 IT professionals in North America who are responsible for purchasing applications for their organizations found that 72% indicated that their organization was currently using Gen AI in at least one functional area of the business. This was up sharply from the 33% of 759 surveyed in the prior year. Skills disruptions affect 44% of core skills of the global workforce by 2027, according to the World Economic Forum. The biggest impact on white-collar jobs of junior analysts, paralegals, content writers, and software developers as they see how AI takes over the incrementally complex tasks they typically use to gain expertise and progress through the career ladder. "AI is doing a lot of the work that new professionals would use to get up the career ladder and develop skills in order to become more senior analysts," said Marcus Chen, a software developer in Seattle. "There’s a lot of concern about the career ladder and how people are going to progress in their careers as AI continues to automate more and more work.” For now, the technology is not 100% accurate and can from time to time produce ‘hallucinations’ or ‘generative noise’ – where it appears to be generating accurate information but in fact is not. This can be particularly problematic in industries where the information being generated by the technology is critical and potentially has very serious consequences if it is not accurate. For example, in the legal sector recently there have been reports of attorneys submitting AI-generated work product to clients and courts without properly verifying its accuracy. While some organizations are willing to invest in the additional processes and systems required to verify the work, others will not and so for now the technology is not ready for prime time. The need for legislation in the United States to regulate the use of generative AI in knowledge work is great. While the European Union’s AI Act went into effect this year and for the first time requires AI-generated content to disclose the fact that it was generated by AI, the US has yet to consider legislation. As a result, generative AI is currently spreading at a rate that far outpaces legislation to regulate it. These issues will not disappear in the future. The goal now is to ensure that the benefits of this powerful technology are spread equitably, and that people who are doing work with AI are not losing their jobs as a result.

Our Small-Batch Single-Origin Coffee Subscription is the ultimate way to experience the most expressive coffees available today. Every month we will select a coffee from one farm, one cooperative or even a single micro-lot and we will roast it in our small-batch style to highlight the specific flavors available in that coffee from that origin. At Blue Pencil Coffee, we source Small Batch Single-Origin Coffees from the highest quality producers. We roast in the exact amount needed to guarantee your coffee will arrive at your door as fresh as possible. We can grind your coffee to your specification, and you can have it delivered as often as you like. We select our coffees for their clarity, balance, and extreme flavor, and they can be made with almost any brewing device: pour-over, French press, espresso, or drip. Every coffee we sell includes tasting notes, origin information, and a list of suggested brewing methods to help you get the most flavor and the best possible experience from your coffee. Each coffee is delivered with tasting notes, a summary of the origin and a few brewing suggestions to get the best from the coffee. We have tried to make it as easy as possible for you to try the many different coffees we have on offer, without having to try to decide which ones to buy. All of the coffees we have chosen are from thoughtful producers and we roast them to the highest standards using the time-honored method of small-batch artisan roasting. For Coffee Beginners and Enthusiasts alike, our Small-Batch Single-Origin Coffee Subscription brings you the world’s most distinct small-batch coffees to your door, freshly roasted and ready to enjoy. Every batch is a new and perfect cup.

**Own Your Morning. Own Your Day.** How did your morning start today? That dreaded alarm clock goes off signaling the start of another hectic morning. Time to go through emails, cook a healthy breakfast, and pack for the day ahead before grabbing your bag and hurrying out the door. It doesn’t have to be this way. The mindful morning planner for planning, tracking and maintaining your morning routine: Rise & Align. This smart planner for your morning routine helps you start your day in a controlled manner. Instead of rushing through your morning, getting stressed because you are running late for work, you can start your day well. We don’t mean starting your day at 5 in the morning (even though that’s great too). We mean starting your day at the time that is best for you. Your natural rhythm. ### How It Works * **Based on your Energy:** Create your morning routine based on your energy levels by taking a short assessment. Our algorithm will then create a routine with the amount of time you have (10-60 minutes) and create a routine that is based on science and tailored to you. * **Intelligent & Screen-Free Prompts:** Our smart and screen-free prompts guide you through each step of your morning routine. Our audio prompts mean you can continue to listen while you move through tasks like meditation, stretching, and exercise to ensure you get the most out of your time. * **Adaptive Scheduling:** Our unique program automatically scales down your morning routine to a ‘micro-flow’ should you find yourself sleeping in, or wake up late for any reason. ### The Power of a Calm Start Developing control over your morning means that you can maintain control over your focus, mood, and your energy throughout the day. In terms of actual results, our users have reported to have a 40% decrease in their daily levels of anxiety. For example, these users have gone from having a large amount of afternoon productivity to even more afternoon productivity. Ditch the start of the day on defense and wake up to a routine that gives you energy and prepares you for whatever the day brings. **Ready to find your calm?** [Start Your Free 14-Day Trial] *No credit card required. Cancel anytime.*

The internet should be classified as and regulated as a public utility. In our information-based society the internet is no longer a luxury but a fundamental service similar to water, electricity or telephone service. The internet is an essential service to modern life, it is used in many ways such as in education, in healthcare, in business, and more. A person without high-speed internet a person is denied many opportunities to participate in the modern economy and be as productive as possible. First, as a public utility under government regulation, the internet would mend two flaws in the market today with regards to the current private Internet Service Providers (ISPs) today: unequal access and price gouging. Right now, high-income urban areas are hooked up with top-notch high-speed internet before low-income families and individuals in both urban and rural areas are even able to get basic service in their homes. But by mandating the internet as a public utility for universal service, as is already the case with telephone service, all households would have high-speed broadband connections whether or not they are in rural areas or low-income. Net neutrality rules would be much easier to enforce when the internet is a public utility. Currently, Internet Service Providers can manage your use of the internet however they choose to. They can slow down specific services, block access to your personal information, block access to particular websites and services, and charge consumers and small businesses extra for access to “fast lanes” while giving large corporations access to high speeds at little to no additional charge. As with electricity and phone service, once the internet is a public utility, consumers will have no control over how they use their service, and consumers will be charged a fixed rate for the service, regardless of how much they use it. Treating the internet as a public utility will recognize the critical right of connectivity for all people. Today the internet is viewed primarily as a product that is sold in the market for which people pay in order to have access to it. This vital public good should be protected.

When publishing a self-illustrated picture book there is nothing quite like seeing your work come to life between the covers of a real book and having it read by children and parents alike. However, the process of getting your book printed can seem daunting, but needn’t be. By following these steps, you should be able to publish your book without too much trouble. ### 1. Refine the Manuscript and Storyboard A typical story for a children’s book is no more than 32 pages long. This would also include the title page and front cover as well as the back cover and copyright page. When planning the story and illustration of a children’s book it’s also very important to remember that children’s books have very limited word counts. Typically less than 800 words, so let the illustrations carry the story and allow for correct pacing. When deciding on placement of text remember to leave sufficient room with minimal amounts of detailed artwork. This will make reading of the text easy and ensure that the words stand out clearly from the images. Also, when creating your illustrations make sure to leave sufficient space away from the middle seam of the book (gutter) to avoid any detailed drawing being cut off when the book is bound. ### 2. Create the Artwork The process of bringing your stories to life in your illustrations once you have a finished storyboard is described below. * **Leave room for text.** This is important when thinking about where you will place speech bubbles or other types of captions within your illustrations of scenes. Be sure to leave adequate space for the text within your images. * **Mind the “gutter”.** The center line of an image should not ever run straight down the center of the book. In doing so, it may appear to be cut in half where the book folds. * **Format correctly for printing.** Make sure your images are scanned at a high enough resolution and saved as CMYK color files. These are the appropriate file types for printing and not for use on screens in RGB color. * **Mind the “gutter” (the middle of the book):** Always make sure to keep the most important parts of your artwork away from the gutter of the book as that is where the two pages are attached to each other in the middle of the book. * **Format correctly for printing:** Scan the artwork at a high resolution (minimum 300 DPI) and save as CMYK color files. These files are suitable for printing whereas RGB color files are better for display on a screen. ### 3. Choose Your Publishing Path You have two primary routes: * **Traditional Publishing:** Research possible literary agents and / or publishers who are willing to look at work by an author / illustrator. This will likely require the submission of a “dummy book” which will consist of the complete manuscript (i.e. the full text of the story and the full storyline), a storyboard and 2-3 finished full color sample illustrations (these can be done up in pencil or finished color). It is helpful if these sample illustrations include the text from that part of the book. * **Self-Publishing:** Many authors choose to self-publish their picture books. Self-publishing will allow you to have full creative control of your book and ensure that your book is published when and how you want it to be published. You will need to have your manuscript and illustrations professionally formatted by a book designer in order to prepare your book for printing. Once your manuscript and illustrations have been formatted by the book designer, you will be able to upload your files to Self-Publishing platforms such as Kindle Direct Publishing (KDP) and IngramSpark. With both platforms, your books will be printed and shipped to customers as they are ordered online. ### 4. Format and Finalize (Self-Publishing) When self-publishing a children’s book, the manuscript needs to be formatted to specific Print on Demand publisher templates. These templates will be for the correct trim size of the book. Add a 0.125” (3mm) bleed to each color file. Then open up each of the color files and center the text in a clear, child-friendly font. Make sure the text does not extend to the edges of the bleed. There should be sufficient white space to read easily. ### 5. Launch and Promote Make a hard copy proof to check the color, cut lines, and the look of the pages before you print your book. Get an International Standard Book Number or ISBN for your book. Promote your book. Set up a reading at your local library. Promote your book on social media to parents of pre-schoolers. Give a review copy to book bloggers and ask for a review.

I have always been fascinated by the ways in which stories travel between languages, cultures, and historical moments, and I believe that, for better or worse, there are no purely national literatures. Thus, the best way for me to engage with the literature of my own culture and moment is to understand literature as part of a global, evolving stream. Comparative Literature, as a discipline, is uniquely positioned to study literature in this light, to approach and to study different literary traditions from a variety of angles and perspectives. My principal motivation for choosing to study Comparative Literature is the great breadth of the field and the many questions that can be investigated through reading literature. Issues of exile and memory, of identity, of love, of violence and of justice are just a few of the many that can be explored by reading a single text from different time periods and cultures, such as a Greek tragedy from the 5th century BC and a postcolonial novel from the 20th century. These same issues can be explored through reading a modernist poem and a film, or through reading oral narratives as well as written ones from across the centuries. My principal question, therefore, is how a given text has been shaped by the historical and cultural context in which it was written, and how given themes are reworked in different literature from different time periods and cultures. My specific focus of study within the field of Comparative Literature is translation. Translation is often perceived in a very practical sense – that of enabling readers to access and read texts written in other languages. Yet, translation can also be studied in a more creative and ethical sense. For instance, reading a work of literature in translation very clearly shows the reader that meaning is never fixed but rather can be negotiated through language and culture. This is something that I would very much like to explore in greater depth. Additionally, I am interested in the way in which voice is represented and power is distributed within a narrative, and how literature can silence or even give voice to those who would otherwise be marginalized. I am drawn to comparative literature because it is an incredibly intellectual and sensitive field. It is a discipline that demands close reading of texts and thoughtful consideration of their connections. Through the study of comparative literature, I hope to develop my appreciation of literature and to cultivate my skills as a reader and writer. I want to study comparative literature because it is the study of stories and therefore will help me to better understand the world as it really is: a very complex and very connected place. I hope to become a more perceptive and perforce more mature reader and writer and to become as competent as possible in participating in conversations with others from different cultures and who speak different languages.

# Cover Letter for Mid-Career Data Scientist Position Dear Hiring Manager, I’m very excited to apply for the Senior Data Scientist role at your organization. As a seasoned data scientist with over seven years of experience in creating business value from data, I have deep data science expertise and extensive experience working with cross functional teams. I have spent the last 7+ years of my career as a mid-career data scientist building out Machine Learning solutions that drive real business value for companies. At TechCorp Analytics, I was the lead for the model that predicted customer churn. That model reduced churn by 23% or $4.2 million in annualized revenue for that customer. I also built out an end-to-end recommendation system for products (utilizing collaborative filtering as well as deep learning for content based recommendations) that drove 35% increase in user engagement for the platform. I have full expertise in a full data science stack: collecting, cleaning, and analyzing data. In terms of programming skills, I am very proficient in Python, R, and SQL. In terms of modeling, I have developed and deployed many models for production use cases using TensorFlow, PyTorch, and scikit-learn. I have also deployed models on cloud platforms (AWS and GCP) using tools such as Docker, Kubernetes, and MLflow. My analytical experience includes statistical modeling, natural language processing, time series forecasting, and A/B testing. In addition to my data science expertise, I am also able to work with business leaders to translate data into action. I have presented results to C-level executives, mentored junior data scientists, and worked with cross-functional teams of product managers, engineers, and marketing professionals to deliver data-driven solutions to customers. I also established a data science best practices framework at my previous job that increased the productivity of 5 different projects by 40% on average by streamlining the data science model deployment process. This framework decreased the time it takes to deploy models by 40% and also facilitated a more streamlined process for data scientists to work on projects. Innovation with regards to AI and personalization is a real opportunity for me and I am really keen to assist in building out data driven intelligence in such a forward thinking company. Most importantly I’m excited about the opportunity to assist in developing and growing with the current burgeoning machine learning infrastructure at the company to take the organization to great heights of success utilizing only the highest quality data science techniques. Master of Science in Statistics from State University with additional certifications in deep learning, cloud architecture, and contributions to open-source data science projects as well as articles and talks (both online and in-person across the country) pertaining to data science. Thank you for your consideration and I look forward to speaking with you to explore if this would be a good fit for me and for your organization. Sincerely, [Your Name]

A 4-day work week is more than just a cool perk of working for a company – it can be a key strategy for boosting productivity in today’s workplaces. For decades, organizations have subscribed to the old-school idea that putting in more hours equals more value. However, decades of research into how we work, plus dozens of trials around the world, have shown time and time again that well-rested people are more productive and work better when they are fresh, motivated, and working to the best of their ability. First, employees will be working to their full potential. While many organizations run effectively on a five day week, there is lots of time spent on non value adding activities such as meetings, dealing with employee conflict and politics, not enough time to complete work etc. When employees only have four days to complete their work, they have to work more intentionally and complete all work to the highest standard in the time available. Studies have reported that productivity does not decrease and in many cases increases when organizations move to a four day week. Work that is repetitive, unnecessary and unproductive is often the work of tired employees. In order to increase productivity and improve the health and wellbeing of employees, the four day week can help. The tired, stressed and worn out employee is less productive and less accurate in their work than a well-rested employee. Furthermore, tired employees are more likely to resign or be made redundant than their well-rested counterparts. Businesses must take responsibility for their employees’ health in order to reap the rewards of a healthy and productive workforce. A number of people argue that a four day week would mean that employees would not be available to serve customers all of the time. They argue that this would be a problem. However, in many organizations there are already times of the day or week when there are few customers around. At these times employees are often left to complete low value added administrative type work. This type of work is not productive and much of the time is likely to be boring for employees as well. Allowing employees to complete this type of work during their normal hours of work could free them up to provide better customer service during times when customers are present. It can be achieved by staggering employees’ hours, making better use of technology and ensuring that work flows are configured to better meet customers’ needs. The four day week is about eliminating unproductive work, not about trying to complete the same five days of work in four. A four-day work week is also an attractive method for employers to utilize in their recruitment and retention efforts. It is a means to attract skilled workers in today’s very competitive work place. Many workers today are looking for more flexibility and work-life balance. By offering them the chance to have a four-day work week, employers can reduce the negative costs associated with employee turnover. Those costs include time to recruit, costs to hire, and time and money required for training. A four day work week is a practical way for businesses to work in a productive manner, by focusing on the work and results rather than the hours. By reducing the risk of burnout and increasing employee loyalty, a four day work week allows businesses to attract the best people and stay ahead of the competition.

# Self-Publish a Picture Book in 7 Steps! So you want to write and publish your very own illustrated children’s book? This can be a very rewarding and enjoyable project for any writer or artist. ## 1. Refine Your Story First Test out your story. Read it aloud. Share it with children. Make changes until you are completely satisfied. A good story for a picture book should never need to have every detail of the story told in the words. There should always be room for the illustrations to tell part of the story as well. Typically a picture book is around 200-800 words and consists of 32 pages, including front and back matter. ## 2. Create a Dummy Book A book dummy (or graphic novel dummy) is a mock-up of your complete book. It is a physical or digital representation of all the pages of your book, including text alongside illustrations. A dummy is used by publishers and literatti to review complete books before they are even started by an illustrator. It can reveal major problems in a book’s pacing and give the author/illustrator an idea of how the finished book will actually look. Making a dummy is not that hard for authors/illustrators who have already written and/or completed roughs of all the illustrations for their stories. ## 3. Develop Your Illustrations Determine the illustration style and medium that will work best for your book. Develop 2-3 finished sample spreads from your manuscript. Include your story and dummy with your samples. The samples should show that the illustrator can develop consistent and well developed characters and can use color effectively in the illustrations. In addition, the sample illustrations should demonstrate effective use of composition. The finished illustrations should look good on their own as well as in conjunction with the text on the page. Submit the samples at 300 DPI and at the trim size of the book plus collar. ## 4. Choose Your Publishing Path **Traditional Publishing:** For traditional publishing of a picture book written and illustrated by the same person the entire completed work would be submitted to agents or publishers who are currently accepting submissions of completed picture books by author/illustrators. Research agents and or publishers and follow their submission guidelines for each work submitted. **Self-Publishing:** Self-illustrated books are mostly published through print-on-demand companies such as IngramSpark, Amazon KDP, or Blurb.com. On these platforms, author-illustrators can produce and distribute high-quality books while earning more on each sale than they would with a traditional publisher. They are, however, responsible for the entire production process of their book. ## 5. Prepare Production Files File creation: Here are some important specs for you to be aware of, no matter which route you take. Printing files should be set up in InDesign, include bleed (0.125” for standard trim sizes), be saved as PDFs in CMYK color mode and include all fonts used in the file. In addition to formatting your file to print perfectly, it is a good idea to hire a professional editor as well as a proofreader to review your manuscript for errors prior to printing. Even the smallest mistake can be very costly to fix after printing. ## 6. Plan Your Launch Set up a fully functional author/illustrator website, and start social media accounts for the children’s book a few months before the book’s release date. Reach out to bookstores, libraries and schools to set up author/illustrator readings. As you finish the books, send review copies of finished books to book bloggers, and print reviewers such as Kirkus Reviews, School Library Journal, Horn Book Magazine, and the many other journals that specialize in review of children’s books. Try to get the book reviewed around the time of the book’s release in the spring or fall. ## 7. Market Continuously At the end of the day the selling of a picture book is by word of mouth and how it looks so before you start try and get it to be published make a posting on your Instagram account of how you made your book. After that go to schools, colleges, libraries etc. and read your book to the students. It also helps if you can create activity sheets for the teachers and students of your book to extend the use of your book in the classroom. There is a lot of work involved in the process of creating and publishing a self-illustrated picture book but seeing the end result in a child’s hands is worth every late night and all the hard work to perfect the manuscript.

This is a 350-word personal statement for a Comparative Literature program. Growing up in a bilingual home has given me a different perspective on literature, for I have come to realize that there is no single word in a single language. Through the study of translations of works I have read in English, I have seen the different word choices made by translators of the same text and the different sound that those words can have in other languages. Translating a work of literature from one language to another is never simply a matter of words; it is a cultural negotiation and I am interested in how works of literature travel from country to country and from language to language and all of the changes that they undergo along the way. I hope to study works of literature written in, translated from, and translated into languages that I can read in order to examine the intersections of works of literature from all parts of the world and how they reflect the globalizing of history and cultures. In short, I hope to study Comparative Literature in order to gain a sense of the dialogues going on between works of literature from around the world. While many readers may simply be interested in how best to translate certain works of literature from one language into another, others have asked even more profound questions. How does the act of translation affect the subtext of a work that deals with highly politicized issues of power, race, and colonialism, to name but a few? A number of postcolonial works of literature utilize what has come to be known as magical realism, allowing the authors to creatively reinterpret historical events from a new perspective. Gabriel García Márquez’s *One Hundred Years of Solitude* and Salman Rushdie’s *Midnight’s Children*, for example, are two works that I have read and studied that utilize this technique to provide two very different perspectives on the history of two very different countries. What is particularly interesting, however, is how both of these works manage to express very similar themes in two vastly different languages, thus leading to my growing interest in the topic of translation and its many effects on literature. And it has become clear to me that studying Comparative Literature will allow me to explore the many ways in which a writer can attempt to express his or her own unique worldview through the use of literature, and how various works of literature reflect and effect changes in the global spread of literature and the many voices that are trying to be heard by readers all over the world, and how the works of literature of marginalized cultures and groups are able to express themselves within the dominant languages of the world. The comparative literature program at the university seems to be a study of literature on a cross-cultural basis, employing various critical theories and approaches. Through this program, I aim to examine French literature in relation to Anglophone works, studying how different literary forms are translated and reworked in various cultures. I hope to profit from the faculty members, especially those in the fields of translation studies and world literature. I will be able to connect with cultures and people from around the world through literature, thus gaining insight into a wide array of human experiences. This is especially pertinent to our increasingly globalized world which is becoming increasingly divided. I hope, through being able to synthesize different perspectives, to seek out common ground that will allow for greater cultural understanding and, in the end, to make a positive contribution to the world. The Comparative Literature program will give me the academic tools to effectively and critically engage in studies of global literature, and provide opportunities for discussion of cross-cultural topics and issues.

# Literature Review: Renewable Energy Adoption in Mid-Sized Cities Research on renewable energy systems has become more and more important in order to combat climate change, to secure the energy supply and to support sustainable urban development. Most of the studies dealing with renewable energy systems are concentrated on big cities as well as on rural areas. The renewable energy transition in mid-sized cities, i.e. settlements with 100,000 to 500,000 inhabitants, is not in the focus of interest of many studies so far, although the group of mid-sized cities comprises a large part of the world population and thus is an important field for energy consumption as well as for the corresponding transition pathways to reach national and international climate goals. For mid-sized cities, the variety of development paths can be very useful for research. On the one hand, there are the specific characteristics of these cities as opposed to very large metropolitan regions. Bulkeley and Betsill (2013) discussed the advantages of smaller cities in terms of administrative flexibility and social capital, and how these can be used to test out new approaches and measures in order to deal with local challenges. On the other hand, there are a number of financial, technical and market problems that make it more difficult for the smaller towns and cities than for the larger cities to switch to renewable energy. There is, however, a vast amount of research that looks at the process of renewable energy transition in individual cities all around the world. Recent studies also increasingly focus on the role of multi-level governance in medium-sized cities for renewable energy adoption. As Kern and Rogge (2018) argue for smaller cities, supportive national frameworks and co-ordination at the regional level play a decisive role. Within local contexts, however, community energy is more likely to thrive in medium-sized cities with high social capital and civic engagement. In such cities local energy initiatives can more easily influence urban policy than in large metropolitan areas (Seyfang et al., 2014). There is a significant gap in the current body of research when it comes to an analysis of renewable energy adoption in mid-sized cities all around the globe. The majority of current studies on renewable energy are based on Western countries (especially Europe and the United States of America). In contrast, there is a lack of studies on countries from the Global South. An even larger gap of research can be identified when it comes to a comparison of renewable energy adoption among mid-sized cities of very different geographical and economic structures. This review aims to help to develop frameworks for future research on renewable energy adoption in mid-sized cities all around the world. The literature review for this project will provide a comprehensive overview of current knowledge for renewable energy adoption in medium-sized cities from a technological, political, economic and social perspective. The literature review will attempt to identify the driving factors as well as the current barriers to renewable energy adoption in medium-sized cities world-wide. The literature review will also try to outline current best practices for renewable energy adoption in medium-sized cities. In addition, the literature review will attempt to provide an assessment of the contribution that medium-sized cities can make to the global energy transition. Finally, the literature review will attempt to highlight future research needs for renewable energy adoption in medium-sized cities world-wide.

**10 Tips for Improving Home Wi-Fi Coverage** Here are 10 things to consider when it comes to making your home Wi-Fi connection faster and better. It’s obvious but often the simplest things have the greatest affect, so we’re starting from the very top and covering all of the basics. Your Internet does not have to be slow. With a few easy tweaks your Wi-Fi could be the envy of your entire neighborhood. So without further ado, let’s get started! ### 1. Give Your Router Center Stage Keep your Wi-Fi router out from under furniture and in plain sight. Your router is a part of your home, so you might as well give it a good home and make it a centerpiece (even if it is ugly!). ### 2. Elevate It Wi-Fi signals travel in a few different ways. The signal tends to travel downward, and then it tends to travel in an outward fashion from there. This means that the majority of a Wi-Fi signal is going to be directed downward to the floor. As a result, when your Wi-Fi router is on the floor, much of the signal is going to be wasted as it is broadcast to the floor and not to any of the devices in your home. By placing your router on a shelf or on a table, you are able to allow the signal to travel in all directions. As a result, all of the devices in your home are able to pick up a strong signal. ### 3. Dodge the Obstacles Concrete and brick walls, metal appliances, large mirrors and metal roofs are just a few of the common obstacles to providing a good quality Wi-Fi signal. If at all possible try to site your router in a position where it is as far as possible from all of these items. This is particularly important to avoid in kitchens as they are often breeding grounds for poor quality Wi-Fi signals due to the large number of different signals that can interfere with your Wi-Fi signal. ### 4. Direct the Antennas If your router has external antennas then it is best to position one of them vertically and the other horizontally. This is because most devices have internal antennas which are best aligned with vertically and horizontally positioned external antennas. ### 5. Kick Off the Bandits Other users could be secretly using your internet bandwidth and slowing down your own connection. Go into your router and change the password for your Wi-Fi network to a more secure password. Kick off any freeloading neighbors who may have logged onto your network before. ### 6. Switch to 5GHz Dual-band routers can operate on two different frequency channels: the 2.4GHz channel and the 5GHz channel. The 2.4GHz channel is better at traveling long distances and can pass through more walls to reach more devices, but it carries less bandwidth than the 5GHz channel. The 5GHz channel, on the other hand, is able to send data at a faster speed, but fewer devices are able to connect to it at any given time. As such, it’s generally recommended that people use the 5GHz channel when they need a connection for things like gaming and HD video streaming, and save the 2.4GHz channel for things like smart home devices that don’t require a lot of bandwidth to function. Many modern devices, including smartphones, tablets, smartwatches, smart speakers, and streaming media players, are able to connect to 5GHz networks. ### 7. Dodge Microwave Interference Microwaves, cordless phones, baby monitors, wireless speakers and other wireless products in your home can interfere with your Wi-Fi connection because they are all wireless products that operate on roughly the same frequency as your Wi-Fi connection. If you find that your Wi-Fi connection is dropping frequently, especially when you’re microwaving popcorn, then try to relocate your router to a spot in your home that’s farther away from your microwave. ### 8. Update Your Firmware Another point to take note of would be to update your router’s firmware periodically to fix bugs, improve performance or even to add new functions to your router. Updating the router’s firmware is pretty simple and takes less than 5 minutes. The process is to login to your router’s admin page via the IP address of your router. Thereafter, navigate to the tab where you can check for Firmware Updates and download the latest version by clicking on “Update”. ### 9. Get a Wi-Fi Extender Large homes, and homes of unusual shapes (e.g. thick walls) can benefit from simple addition of a Wi-Fi extender to ensure that such areas as garage or back yard will have reliable high-speed access to the Internet. ### 10. Go Mesh If all else fails to improve your home network then consider using a Wi-Fi Extender. These cost effective devices will cover for your router in areas of your home that have traditionally been described as ‘dead spots’- eg. your garage or backyard. They are an alternative to a full Mesh system but are a very cost effective way of extending your home network. Happy streaming!

# 10 Tips for Improving Home Wi‑Fi Coverage Do you get frustrated when your internet fails at the worst time – i.e. when you’re in the middle of a movie or streaming great TV? Don’t automatically assume that you need your internet supplier to ‘upgrade’ you. The simplest things can make a huge difference to your home Wi-Fi. Here are 10 simple things to try. ## 1. Move your router to a central spot Place your router in the middle of your home: As your Wi-Fi signal moves out from your router in all directions, make sure the router is in the middle of your home as much as possible. Try not to place it in a corner of a room or in a closet. Also, place your router on a high shelf such as a cabinet to allow the signal to spread out in all directions. A location on the floor, especially behind furniture, will reduce your Wi-Fi coverage significantly. ## 2. Keep it up high Remember, Wi‑Fi signals travel downward from the router. This means that placing your router on a high shelf or in a cabinet will distribute the signal more effectively than placing it on the floor or in the back of a corner behind furniture. ## 3. Avoid interference There are many items that can interfere with your Wi-Fi signal such as microwave ovens, cordless phones, baby monitors, and even some Bluetooth devices. Other items that can interfere with your Wi-Fi signal are thick metal objects. Try to keep your router as far away from these items as possible. ## 4. Restart your router regularly There are many reasons why your Wi-Fi could drop from time to time, and by restarting your router regularly (we suggest every month or so) you can fix many of these. Unplug your router, and then after 30 seconds, plug it back in again. This will very quickly sort out any problems that there may have been, and if there were any updates to be loaded onto your router these will now also be loaded. ## 5. Update your router’s firmware Update your router’s firmware to ensure that it is functioning in the best possible way to provide you with the greatest amount of speed, security and reliability. Many routers today can be updated from the manufacturer’s website by logging in with a username and password. ## 6. Use the right frequency band Switch to 5GHz when you are close to the router and use 2.4GHz when you need to reach other areas of your home or office. ## 7. Change the Wi‑Fi channel When living in a densely populated apartment complex or in a home with adjacent homes, it is not uncommon for interference from nearby networked devices to cause poor connection. Changing the channel on your router to a less utilized channel can help to minimize the effects of such interference. ## 8. Add a Wi‑Fi extender Other Wi-Fi extenders are also available to extend a home network to other rooms of a home or office. These units are generally less powerful than other extenders but are inexpensive to purchase and often provide a good amount of value to a home user. The best place to add an extender in a home is in the middle of a weak area. ## 9. Consider a mesh Wi‑Fi system A mesh Wi‑Fi system is also suitable for larger homes with many obstacles on the data path. A mesh system consists of several nodes which transmit data to each other and thus reach the entire home and even the backyard. ## 10. Replace old equipment If you have an old router, which is more than a few years old, it will not be able to handle the speed and amount of devices that you have and need. You will need to get yourself a brand new modern router. These routers have all of the modern features that will be able to provide you with a faster, stronger, and more reliable Wi‑Fi connection. With so many simple tweaks to get the best out of your connection there’s little need to start spending big on more expensive equipment to improve your Wi-Fi signal – at least to begin with.

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**How Generative AI Is Revolutionizing Knowledge Work** Generative AI fundamentally changes knowledge work in a very short amount of time. It only takes seconds to produce text, images, software or even summaries of long documents. As a result, more and more organizations from various industries are in the process of conducting experiments with generative artificial intelligence. Since the public release of the advanced chatbots and AI assistants, many organizations have already started to implement these tools into their daily workflows. From the public release of chatbots, such as those from Microsoft and Google, and the general AI assistants to the current rounds of experiments, companies across industries are racing to test out generative artificial intelligence (gen AI) to incorporate it into their work processes. For example, law firms are leveraging the technology to produce summaries of their contracts and case law. Marketing departments are generating ads, emails and social media posts with AI-powered tools. Developers are employing coding assistants that can complete functions of code and even find mistakes, and in some cases write an entire program from start to finish. Business consultants, data analysts and researchers are able to organize through the technology a massive amount of information and create the initial report. Generative AI promises a huge increase in productivity, since employees are finally released from their mundane work to develop and to bring new products and services to the market as fast as possible. Small organizations without the resources to bring in experts for areas like design, translation and data analysis will profit the most from generative AI since they can now compete with large organizations. “Generative AI is becoming a general-purpose tool for office work,” said the analysts who monitor the trends in workplace technology. The technology will have the greatest impact on the Knowledge Worker in how they gather information rather than what work is done by various professions. The way that people work with information on the job is changing, and the growing number of tools available to manage information on the job is also creating a number of new challenges. In addition to writing the best prompts to get high value work from generative AI, employees and organizations will face a number of challenges including verifying the accuracy of the output from these AI tools, and then how to best integrate that output into the work that they do on a daily basis and get completed by others. Companies are also scrambling to create policies and guidelines around the use of public AI tools to generate information that is sensitive in nature, as well as creating guidelines and establishing roles and responsibilities around errors that are generated by work that has been produced by these AI tools. Generative AI can also pose significant risks, including AI that generates inaccurate information that looks to have come from a very credible source, AI that perpetuates and amplifies the bias found in the very large datasets used to train AI, and new copyright concerns for content generated by AI. The output of AI systems can also reveal highly sensitive information about individuals and companies, creating significant potential for harm. That is why human oversight is particularly critical in high-stakes areas, such as healthcare, law, and finance. The technology must be used in a way that manages potential risks and is developed with appropriate concerns in mind. While some employment specialists project that generative AI will bring to an end the employment of administrative staff and writers, and furthermore decrease the number of needed customer service representatives and entry-level analysts, others believe that, while it will alter the nature of most work, in the end it will not bring about the extinction of most jobs. Instead, it will allow the employee to concentrate on higher value work, such as strategy, judgment and human interaction. Whether there will be any impact on jobs at all is still debated. Some see a risk of administrative, writing, customer service and entry level analytical jobs being made redundant by AI whereas others believe that even if a tool is introduced to make workers more productive there will still be jobs to fill. They may just become more strategic, require more judgment or more interpersonal skills. Economists would generally agree that there is a risk of some impact but by how much would vary by industry and by job. For now, we have to proceed step by step. In the first place, companies must set up test areas and train their employees in the best possible way to be able to measure the result as quickly and best possible. The potential of Generative AI for Knowledge Work is not going to stop anytime soon, and in order to do their jobs properly, employees will need not only digital literacy, but also a critical sense.

**The Four-Day Work Week: A Catalyst for Modern Productivity** The five-day, forty-hour work week was designed to prevent workers from being exploited during the Industrial Revolution. But, over a century later, the model is now out of date and does not suit the knowledge-based economy we live in today. High levels of burnout, ‘quiet quitting’ and employee disengagement are becoming widespread problems across organizations globally. The four-day work week is becoming an increasingly effective way to boost productivity and improve the wellbeing of employees in order to ensure they can thrive at work. There is much wasted time in work as it is. The classic example of this is the observation made by Cyril Northcote Parkinson in the 1950s that work expands to fill the time available for its completion. Hence the 40 hour work week leads to much time being spent on non value added activities such as attending meetings, reading and responding to emails, updating computer records, etc. However, when there is only 32 hours available in the week to complete all of the work, there is huge pressure on everyone to make best use of that time. This will inevitably mean that there is a huge amount of focus on ensuring that only high value work is done and that as much as possible of time is spent on activities that add value. Therefore, it is likely that there will be a huge amount of efficiency created in work and that as much as possible of time will be spent on high value added activities. In addition to increasing productivity, reducing the number of working hours can play a huge role in tackling the global mental health crisis that is affecting modern work. In order to function at their best, workers need to be able to rest and come back to work feeling refreshed. In many cases, working long hours causes a decline in productivity due to the negative impact on a worker’s cognitive function. Globally, there have been many trials of 4 Day Week / Remote Work and a study of all of them, published by 4 Day Week Global found that on average, employers reported a 23% reduction in sick leave with 10% of employers reporting an increase in sick leave. The main reason for the increase in some of the trials, was that they had allowed workers to take even more time off if they needed it and this had had the desired effect. In terms of productivity, there was on average no change with 51% of employers reporting an increase and the main reason for this was the higher levels of motivation and morale reported in the trials that had reported an increase. Of the companies that reported an increase in productivity, 25% reported an increase of 5% or more and one company reported an increase of 50% or more. In terms of the impact on the bottom line, profits were reported to be stable on average with 25% of employers reporting an increase in profits. One of the biggest concerns that has been raised by people who are opposed to the four-day work week is that by condensing the same amount of work into a shorter amount of time, employees will end up having to rush to complete all of their tasks, potentially leading to increased stress levels. In reality, however, happy and well rested employees are able to complete their work faster and to a higher standard. Many businesses are now using the four-day work week as a way to attract and retain the best workers in a very competitive jobs market. Employees who are given the option of a four-day work week are highly motivated to work at their peak and to deliver the best results in the long term, in order to be able to continue to work under such terms. The five-day work week is an outdated model from the 19th century Industrial Revolution era. Long before computers, the internet, and vast amounts of administrative duties, Henry Parkinson observed that work would simply fill the time allocated to complete it. And that’s exactly what’s happening today. By forcing employers and employees alike to streamline and work more efficiently, we can focus on high value tasks and do more in less time. And that’s the real measure of productivity: value creation, not hours worked.

# Personal Statement: Comparative Literature This thread of unfinished business is what drew me to the Comparative Literature program at Yale University, where I hope to explore literature from around the world. The English translation of Gabriel García Márquez’s One Hundred Years of Solitude was the first work of literature to be translated for me. What struck me was how working through difficult passages in Spanish to understand them, and then reading the English of Macondo, was not the same as reading Spanish Macondo. I sensed that something was left out, but also that something more valuable was included. At its best, comparative literature is a field that resists the notion that literature is a product solely of a particular nation. Instead, it studies the ways in which stories, literary forms, and themes travel, often being modified in the process, between different cultures and time periods. A Persian ghazal in a German Romantic novel, a Japanese novel reworked by a Latin American writer, or the influence of a Greek tragedy from the fifth century B.C. on a play from contemporary Africa: all of these are examples of the kinds of connections that comparative literature studies. In addition to studying comparative literature, I will also be continuing my studies in literature and languages throughout my undergraduate years. I have already read several works by T.S. Eliot, and have come to realize that modernism is a transnational phenomenon and studied postcolonial fiction by authors such as Achebe and Rushdie. These novels present a model for literature written in response to empire, and also illustrate the ways in which writers from formerly colonized countries have shaped the European novel. From my studies so far, I have come to realize that the most pressing issues of literature are global in scope and cannot be addressed from within the boundaries of a single literary tradition. The task of translation, and of what cannot be translated, is also of great interest to me. How is a metaphor transformed when it is translated from one language to another? What is the role of the translator, is the translator a co-author of a work of literature? I would like to study a great deal of 20th-century fiction in a variety of languages, with a special emphasis on Latin American literature and on Francophone African literature. Simultaneously, I would like to continue to improve my reading in further languages. Reading literature in comparative studies is about studying cultures in dialogue with one another, while realizing that no culture is ever completely separate from others. In our increasingly nationalist and often apathetic world, studying different literary traditions from around the globe with the end goal of better understanding individual works is, to me, intellectually stimulating and crucial for the growth of a well informed global citizen. As a future scholar and educator, I hope to be able to continue reading and to contribute to this community of scholars and students from around the world.

The Internet should be treated as a public utility because it is now an essential service for daily life similar to electricity, water, and transportation. The lack of access to a fast and affordable Internet connection denies individuals the opportunity to be equally competitive in the workplace, in school, in accessing government, in financial affairs online, in scheduling and managing medical appointments, and in keeping in touch with family and friends. Forcing broadband providers to offer service to customers in under-served rural or low-income areas at reasonable prices is the main goal of regulating internet access as a public utility. By doing so, individuals in these areas will have equal opportunities to access information, education and job opportunities. A student from a rural area would have the same opportunities for education and access to information as a student from a wealthy urban area. Regulating the Internet as a public utility could have a negative impact on the Internet in terms of stifling innovation, or deterring new investment in the industry. However, the fact that the Internet service providers do not have to be owned by the government means that the public utility model does not have to be a monopoly. The Internet can still be a highly competitive industry. Regulation of the Internet as a public utility would only serve to prevent the Internet service providers from charging exorbitant prices, from engaging in monopolistic behavior, or from discriminating among their customers. The Internet functions in the digital age as the gateway to a host of basic necessities of life including education, employment, health care, information and full participation and contribution to and in civic and community life. Thus, the Internet should be considered a public utility.

Are you about to publish your very first illustrated children’s book or have you written and illustrated many children’s books to date? Either way the publishing process for illustrated children’s books can be quite complex especially for the first time author/illustrator or even experienced children’s book author/illustrator without prior knowledge of the children’s book publishing process. Below is a step by step guide on how to publish an illustrated children’s book. Step 1: Develop your book idea. Think of a good story and remember that a picture book is short – 300 to 1,000 words of text and images. The relationship between the text and the images is paramount. Typically, a picture book is written for a specific age group, such as toddlers, preschoolers and early elementary school children. The story should have a clear beginning, a compelling middle and an ending. Read your manuscript aloud to get a sense of the pacing. Writing your manuscript and refining your ideas will help you to develop a good story. Next up for your picture book are the full illustrations. These will be worked up in the same style as your dummy, so that the characters are recognizable, and also in the same color palette. Consistency with characters and style is key to the reader following your story. Ensure the quality of your illustrations is high, and that they are of a high resolution (300 dpi) so that they print well. If you are planning to print your book, the illustrations must be 300 dpi at the trim size of the book. Also, if an illustration extends to the edge of the page, you will need to work with bleed. A good rule of thumb is to add 0.125 inches to the size of your artwork on each side. Once you have developed your concept and have a solid story and dummy, it is time to start creating the final artwork for your book. The illustrations should remain consistent in style and also in color palette. The characters should remain the same throughout the story as well. Typically, children’s book authors and illustrators work in traditional media and then scan their work in to a computer or draw directly in the computer using software such as Adobe Photoshop. The resolution of the final artwork is also important to consider. For print, the typical resolution for artwork is 300 dpi at the finished trim size of the book. If the artwork extends to the edge of the page, you will also need to include bleed in your file. The amount of bleed that is typically included is 0.125 inches. After you have finished your illustrations, the next step is to design the interior of your book using a desktop publishing program such as Adobe InDesign, Affinity Publisher or even a free online design tool such as Canva. When designing the interior of your book, it is very important to pay close attention to the typography. The text should be readable and placed in a location on the page where it will not get lost in the artwork. As for the cover of your book, it should clearly reflect the nature of your work and look good in a very small format as it will be used for all of your online promotional materials. Once you are satisfied with the work that you have created, it is very likely to benefit from a professional edit, proofread, and/or book design, especially for a work of this length and type. Get it out and show it to the parents of children of the age for which you are writing. Get it to teachers, to a librarian or storytime giver. Read it to children of the relevant age and get feedback to improve your work and then . . . . Determine how you will publish your book. There are many options available to the self-illustrated author of a picture book. Amazon KDP is a simple way to publish a print and/or e-book version of your book. Your book will be available for sale on Amazon.com and will be printed and shipped as orders are received. Other print-on-demand book printers are also available. IngramSpark is another option that will allow your book to be distributed to bookstores and libraries as well as be available for purchase online. Compare the costs of printing a hardcover versus a paperback, the available trim sizes, the color printing costs, the royalty that you will receive on each sale and the distribution channels that each will use. After you have uploaded all the files, you should order a proof copy of your book. Check it for colors, margins, page order, text placement and the binding. If there are any errors, make the corrections and re-upload the files. Only then you can approve the book for publication. To celebrate the publication of your self-illustrated picture book, create an author website or set up a book landing page for readers to find out more about you and your work. Share images and updates from the making of the book on your social media accounts. Promote your work to local bookstores and request space to showcase your book. Arrange author readings and send copies of your book to reviewers. Set up school visits and storytime events at local libraries and bookstores. The promotion of a beautifully published picture book is part of the publishing process in itself.

Dear Hiring Manager, I am interested in applying for the Data Scientist (mid-career) position at Data Science for Social Good. With multiple years of experience building out end-to-end data science solutions for very complex business problems, I bring high levels of both technical capability (e.g. statistical modeling and machine learning) and experience putting data-driven decision making into practice in very practical ways. As Senior Data Scientist, I have managed a multitude of end-to-end data science projects within the organization. Projects that enable the creation and deployment of large datasets, feature engineering and modeling, and monitoring of data products in production to enable customer segmentation, forecast future demand, detect and solve for anomalies, and optimize business processes to drive maximum value. I regularly interact with Product Managers and Engineers as well as a large community of analysts and other business stakeholders to identify and solve complex business problems using data science. I have spent many years of my career building models that use statistical modeling and machine learning to solve a wide array of business problems. A core competency of mine is to translate business questions to well-defined analytical problems and to drive outsized value from very large and often messy datasets. Finally, I have significant experience communicating findings to non-technical stakeholders in order to facilitate strategic decision making to drive business outcomes. Ability to solve business problems: Business problems need to be converted in to analytical problems and derive meaningful insights from large data. Ability to clearly communicate the derived insights is also crucial in supporting strategic decision making. In my last project, the model that I built improved the prediction accuracy by 18% over the previous model. The model also helped the stakeholders to prioritize high value opportunities. I also worked on the model’s interpretability, documentation and adoption so that non technical users can use the model for their data driven decision. I have a solid foundation in statistics, data analysis, experimentation, machine learning and data visualization using various techniques such as supervised and unsupervised learning including clustering, recommendation systems and other methods, A/B testing, time series analysis, NLP etc. and try to evaluate the results as much as possible. I work in cloud data environments and follow a production data science life cycle. I use a variety of tools, including version control, data reproducibility etc. I work closely with engineering teams to deploy models in production in scalable ways. I am confident in my ability to develop reliable, ethical data products as both an individual and part of a team. I would look to support junior team members, share best practice, review the analytical approach and support the implementation of data products within the business. What I am interested in is working in a company where data science extends beyond building models to making better decisions, creating better products and serving customers better. I look forward to speaking with you to discuss how the applied machine learning, analytics and cross-functional collaboration skills of Data Scientists can be best utilized at the organization to meet its objectives. Sincerely, [Your Name]

As part of efforts to reduce their share of greenhouse gases, ensure energy supply and stimulate economic growth in a sustainable manner, cities around the world are adopting renewable energy at an unprecedented pace. The bulk of literature on urban energy transitions focuses on the world’s largest cities. However, in the face growing recognition of the role that cities of intermediate size (100,000 to 1 million people) can play in the adoption of renewable energy technologies, there is a growing body of work that examines the specific factors that influence adoption in these cities. As cities evolve through different stages of urban development, the focus of efforts to create sustainable cities is also evolving. For mid-sized cities today, the focus is on transitioning to urban sustainability, or moving from basic sustainability to creating truly sustainable urban systems and communities. In order to support the growth of renewable energy in their communities, the role of municipal governments is becoming increasingly important as they set greenhouse gas reduction targets, implement new forms of renewable energy procurement, simplify and streamline energy-related permitting, and develop energy-related public infrastructure such as putting solar on municipal buildings and creating EV charging stations. Because of their size, mid-sized cities are ideally suited to fostering sustainable energy strategies and fostering innovation in renewable energy as they are small enough to build and maintain positive relationships with local businesses and residents and are large and diverse enough to grapple with a variety of complex energy, transportation, housing and land use issues. Furthermore, the literature on renewable energy in cities highlights a number of factors that influence renewable energy development at the local level. In addition to financial incentives and policies that regulate utilities, factors that affect the successful implementation of renewable energy systems include the capacity of the local grid, access to capital, and the availability of skilled workers. As a result, community-based models of energy, public–private partnerships, and municipal aggregation are becoming more prevalent as ways to develop renewable energy systems that can overcome the financial and institutional barriers to their implementation. However, a number of challenges remain for mid-sized cities, including the limited capacity of municipal governments to implement and manage energy systems, the tendency of these governments to cede control of energy policy to regional utilities, and the fragmentation of policy making across different levels of government and between different departments and agencies within municipalities. Lastly, from a social perspective, renewable energy can receive public support, for example by generating local jobs, lowering local energy costs and decreasing local environmental problems. In addition, energy transitions can even increase inequality when for instance low-income households and people, renter households and other marginalized groups of society are not able to use new energy technologies while others do. Also, they have to pay for the transition to renewable energy systems. Lately, issues of procedural justice, inclusive urban planning and community ownership of renewable energy systems have received increased attention. The energy transition in the middle field of cities is taking place in a very special position. They are not merely passive objects of a top-down energy policy of the federal government, they are not miniatures of large cities. Their specific form of governance, the scope of local networks as well as the specific socio-economic structures of a city are decisive for the implementation of a renewable energy strategy and for its results.

**The Algorithmic Colleague: How Generative AI is Rewriting the Rules of Knowledge Work** **Future of Work** | The future of work for knowledge workers (lawyers, programmers, marketing and sales people and financial analysts) is here. Generative AI in the office will change how work gets done in ways both seen and unseen. Using Large Language Models (LLMs) for generating content has also the potential to automate specific tasks of knowledge work. The AI system can automatically complete work for lawyers like writing a legal brief, for software developers like writing out the basic code for a program and for business analysts like a very detailed and comprehensive analysis of a company’s or organization’s marketing in just seconds. This will enable the automation of up to 60% to 70% of the tasks that today’s employee spends most of their time on to analyze, communicate and to navigate. In most industries this does not only apply to low-skilled jobs however. The automation of such tasks can have a profound effect on the high-skilled white-collar knowledge worker as well. However, the jobs that are being automated the most are those not utilizing the full automation potential of AI. They are being transformed into completely new functions and thus require a new set of tasks and skills. "Generative AI isn’t replacing the knowledge worker; it’s replacing the knowledge worker who doesn’t use AI. So, what we are seeing is the transition from an information-gathering world and a world of synthesis where humans intervene in order to curation of information. " Dr. Aris Thorne, Labor Economist For example, Software engineers using GitHub Copilot may generate much of their code, except for the tricky parts of building a system and keeping it secure. Copywriters using AI to generate ads may automatically create dozens of versions of a single ad and then spend their time editing down to the single best version of the ad and then figuring out how to best use that single best version of the ad. There are significant challenges for businesses in embedding Generative AI in Knowledge Work. Data privacy is a massive concern as AI systems hold large amounts of sensitive information, and there is a huge threat of intellectual property theft. But perhaps the biggest current challenge is the propensity of Generative AI to ‘hallucinate’. This is where Generative AI systems provide information to humans that they confidently believe to be true, but which in fact is completely false. As Generative AI starts to increasingly automate the entry-level work of knowledge workers, a significant ‘entry-level gap’ is emerging where junior employees are not gaining the necessary amount of foundational experience required to progress to more senior roles in organizations. To prepare university students for entry into the workforce in an era in which so much of the work that previously would have occupied their time will have been automated by AI, individuals and businesses will need to come up with ways to teach them to add value in a world in which a lot of the functions previously performed by knowledge workers will be performed by AI. The new skills and ways of adding value that early adopters are now starting to use will likely be the key to keeping knowledge workers employed in high-value-added jobs in the future. The future of the knowledge economy will revolve around the massive sums of data generated daily by businesses around the world and the most powerful tool to analyze that information – Generative AI. Like all tools before it, there will be much good brought by its use and even more extracted from its users. And in a first for centuries, the vast army of knowledge workers globally will need to be completely retrained as highly productive yet burnt out to the teeth employees freed from tedium of information processing as solo intellectual property they will become algorithmic colleagues of the world’s largest, most complex computational system.

# Mornings, Without the Madness ## Intelligent Automation For Your Mornings. Snoozing 3 times. Checking work emails before getting out of bed. Skipping breakfast. Starting at the office already behind. **Daybreak** - a SaaS platform for building, building, automating and protecting of optimal morning routines, so you can enjoy more clear and calm mornings instead of the chaos of your current routine of waking up. --- ### Build a morning that runs itself Daybreak will contain small changes to your behavior on a day to day basis that will be good for you in the long run. These changes are science-based and will help to create great mornings for you, based on your energy, goals and lifestyle. - **Smart Routine Builder** — In just under 5 minutes create your perfect morning routine for your best start of the day. - **Gentle Wake Flow**: The most gentle wake up possible.** Daybreak wakes you up to a peaceful wake up flow that increases in light, sound and breathing over time to gently wake you up from sleep feeling refreshed and awake. - **Focus Shield** — App and site notifications are blocked until you complete your routine. - **Habit Streaks** (no guilt or shame): Follow your routine and get nice and encouraging notifications. You didn’t do anything wrong if you miss a step! --- ### Designed by sleep scientists. Loved by humans. Every feature in Daybreak was designed by sleep scientists, neuroscientists, therapists, and mindfulness teachers in conjunction with behavioral psychology and the latest research in circadian rhythm. It’s all been built with one goal in mind: to help increase your productivity whilst respecting your nervous system. > *"I used to wake up anxious. Now I wake up curious. Daybreak changed my relationship with mornings."* — Priya M., Daybreak member since 2024 > — Priya M., Daybreak member since 2024 --- ### What you'll feel in 14 days ✓ Less morning anxiety ✓ More energy by 10 AM ✓ A clearer sense of purpose before noon ✓ Quiet confidence to start your day as you wish --- ### Start your free 14-day trial (No credit card needed. No 5 AM wake up calls to begin with. ) **[Create My Morning →]** --- *Daybreak is currently available on iOS, Android and web and syncs with Apple Health, Google Fit, Oura and your calendar of choice.