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How to use the 15% rule to maximize productivity (and not wear yourself out)

To maximize productivity and avoid burnout, it is important to apply the 15% rule, which suggests operating at about 85% capacity to leave a buffer for creativity and well-being. This concept has been observed in various domains, including sports and manufacturing. Additionally, understanding our body's natural rhythms can help us schedule tasks for optimal brain performance, with mornings being the most productive time for attention-demanding tasks. Breaking free from autopilot and consciously designing our day can also enhance productivity. By aligning tasks with our peak performance periods and managing decision fatigue, we can optimize our productivity and achieve greater success.

How Will A.I. Learn Next? | The New Yorker

Large language models, such as OpenAI's ChatGPT and Google's Bard, are revolutionizing how AI learns. These models are designed to ingest the internet comprehensively, relying on vast repositories of human writing to fuel their intelligence. However, this approach has unintended consequences for crowdsourced knowledge projects like Stack Overflow, as chatbots like ChatGPT become so good at programming that developers no longer need to rely on these sites. The use of chatbots to evaluate and train other chatbots is leading to the eventual goal of removing humans from the loop entirely. Researchers are exploring the use of synthetic data and self-play to train AI models, allowing them to generate knowledge for themselves. While there are skeptics of this approach, it has shown success in game-playing AI, such as AlphaZero. The future of AI learning might involve models that exhibit curiosity and seek out new knowledge on their own.

Automate the Simple Stuff With Stupid Tools

Automate the Simple Stuff With Stupid Tools explores the concept of using AI models, such as GPT4, to automate simple and repetitive tasks, allowing individuals to focus on more complex and high-skill-level work. The article emphasizes that different AI models have different strengths and capabilities, with some specializing in specific tasks and others being more versatile. The author also introduces Wave, a new approach to workplace goals that combines AI efficiency with human intuition. The article concludes by suggesting that as AI continues to evolve, a significant portion of the thinking and tasks currently performed by individuals may become automated.

Grow the Puzzle Around You

In 2005, I cofounded Y Combinator, the first "accelerator." Today there are hundreds of them all over the world, but in 2005 what we were doing was so unusual that most people in Silicon Valley...

Why are we all so damn busy?

In today's society, it seems like everyone is constantly busy, but why? There are several reasons why we say we are busy, including the belief that it is a symbol of value and a way to protect ourselves in the workplace. As for why we feel busy, constant connectedness and the pressure to optimize every moment contribute to the perception of busyness. The failure to prioritize is also a major driver of busyness, leading us to spend time on tasks that don't matter and neglecting the important ones. The consequences of perpetual busyness are detrimental to our physical and mental health. To escape the busyness trap, we need to reframe our mindset, focusing on generating high output per unit input rather than the number of hours we work. Identifying and focusing on the important priorities, as well as embracing boredom and allowing our minds to wander, are key strategies for escaping the busyness epidemic.

The Phone Setting That Every Parent Should Try | Wirecutter

The article discusses a phone setting called Photo Shuffle that can be beneficial for parents. The author shares their personal experience of using this feature, which automatically rotates the background image on their phone with different photos of their children. They explain how this setting has brought them joy and allowed them to revisit precious memories. The article also provides step-by-step instructions for enabling Photo Shuffle on both iPhones and Android phones. Overall, the author highlights the power of technology in creating connections and preserving moments of happiness for parents.

The Reading Unlock

Entrepreneurs have been inspired by reading a single article or blurb, which has led to significant changes in their businesses or careers. Examples include Joe Coulombe, who built Trader Joe's after reading articles about the increasing percentage of the US population with college degrees and the launch of Boeing 747s, and Jeff Bezos, who founded Amazon after reading about the rapid growth of the internet. Other entrepreneurs, such as Elon Musk, the co-founders of Airbnb, Sara Blakely, Phil Knight, and Chip Wilson, also had pivotal insights from reading that influenced their ventures. Reading and comprehension skills are valuable in a digital world with increasing distractions, and combining these skills with other expertise can lead to exceptional results. Ultimately, reading is a form of preparation that can unlock opportunities for success.

How to Do Great Work

The key to figuring out what to work on is to work on something you find genuinely interesting. This will drive you to work harder than mere diligence ever could. Boldly chase outlier ideas, even if other people aren't interested in them. Great work often entails spending a lot of time on a problem, and the way to beat the system is to focus on problems and solutions that others have overlooked. Don't be afraid to switch projects if you discover something more exciting.

How to Get New Ideas

The article entitled "How to Get New Ideas" discusses how to develop new ideas by noticing anomalies and gaps in knowledge. Anomalies can be found in everyday life, but they are best observed at the frontiers of knowledge where gaps are more evident. When exploring these gaps, new ideas can be developed, yielding whole new buds of knowledge. The author emphasizes the importance of paying attention to what seems strange, missing, or broken to generate new ideas.

What You (Want to)* Want

The author explores the question of how one can reconcile the feeling of being able to choose one's actions with the fact that humans are made up of matter that behaves predictably. They begin with the idea that you can do what you want, but you can't want what you want, but this is flawed because people can change their desires. The author modifies the statement to say that you can do what you want, but you can't want to want what you want, and adds that it is rare for people to change what they want to want. The correct answer is that there is some statement of the form "you can't (want to)* want what you want" that is true, and ultimately, there is a want that one doesn't control.

Fierce Nerds

The text discusses "fierce nerds," who are competitive, intelligent, and independent-minded individuals often misunderstood as socially awkward. These fierce nerds can excel in business and problem-solving, but if not channeled wisely, their drive might turn into bitterness. To avoid this, they should focus on ambitious projects that provide satisfaction and keep them engaged.

Why America Has a Long-Term Labor Crisis, in Six Charts

The article discusses the long-term labor crisis in the United States, highlighting the factors contributing to the shortage of workers. These factors include the retirement of baby boomers, low birth rates, shifting immigration policies, and changing worker preferences. The article also mentions that labor shortages could lead to higher wages and turnover. To address the labor shortage, the article suggests funneling more people into the labor force, making the current workforce more productive, and implementing strategies such as immigration and reshoring. Without a thoughtful immigration program, the article warns that wage rates could skyrocket in the next few years.

Gen Z falls for online scams more than their boomer grandparents do

Gen Z is falling victim to online scams and hacks more frequently than their boomer grandparents, according to a Deloitte survey. The survey found that Gen Z Americans were three times more likely to be caught up in an online scam and twice as likely to have their social media accounts hacked compared to boomers. Younger generations also reported higher rates of victimization in phishing, identity theft, romance scams, and cyberbullying. The theories behind Gen Z's vulnerability include their heavy reliance on technology, a preference for convenience over security, and a lack of effective cybersecurity education that addresses their lived experiences online. Experts also suggest that apps and systems should do more to protect users and that understanding the incentives behind online scams is key to better preparing Gen Z for the online world.

The Need to Read

Airlines Are Just Banks Now

Airlines have shifted their focus from flying planes to making money from loyalty programs, which has led to changes in these programs that make it harder for customers to accrue benefits. The transformation of frequent-flier programs into points systems has turned airlines into financial institutions that sell points to banks and credit card companies. This setup has made loyalty programs highly lucrative, with airlines valuing their mileage programs more than their own market caps. However, this system is not necessarily beneficial for the average consumer, as the costs associated with points are passed on to all consumers through increased prices. The deregulation of the airline industry allowed airlines to pursue profits in various ways, including getting involved in the financial sector, but it has also led to consolidation, cost-cutting, and worsening service for passengers. A modernized set of regulations could help address these issues and refocus airlines on improving the flying experience.

Life is Short

Life is Short

Life is short and it's important to make the most of the time we have. The author reflects on the finite nature of life and how having children made them realize the limited opportunities to experience certain moments. They emphasize the importance of avoiding unnecessary and time-wasting activities, or "bullshit," in order to prioritize what truly matters. The author also discusses the need to appreciate and savor the present moment, as well as the importance of not waiting to pursue meaningful experiences. Ultimately, the advice is to prune the unnecessary, focus on what matters, and make the most of the time we have.

hyperdxio/hyperdx: Resolve production issues, fast. An open source observability platform unifying session replays, logs, metrics, traces and errors.

Resolve production issues, fast. An open source observability platform unifying session replays, logs, metrics, traces and errors. - GitHub - hyperdxio/hyperdx: Resolve production issues, fast. An ...

Replanting Logged Forests With Diverse Mixtures of Seedlings Accelerates Restoration

Replanting logged forests with diverse mixtures of seedlings can accelerate their recovery, according to a satellite observation of an ecological experiment on the island of Borneo. The experiment, conducted by the University of Oxford, assessed the recovery of plots sown with different combinations of tree species. The results showed that plots replanted with a mixture of 16 native tree species had faster recovery of canopy area and total tree biomass compared to plots with fewer species. Even plots replanted with only one tree species recovered more quickly than those left to restore naturally. The researchers concluded that replanting with diverse mixtures of native tree species achieves multiple benefits, including the restoration of tree cover, biodiversity, and important ecosystem services like carbon sequestration.