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Bitcoin Blues: Price Slump and Investor Jitters This week in crypto was a rollercoaster ride that would make even the most seasoned gambler queasy. It’s not like we’re surprised. Last week, the bets are on $62k on BTC but let's dissect this, shall we? First up, Bitcoin. Remember that shiny new car you almost bought last month? Yeah, Bitcoin took a bigger tumble than that. Price plummeted below $62,000, and why? Because investors suddenly turned into scaredy-cats. Spot Bitcoin ETFs? Not so hot anymore. Demand went kaput, and everyone ran for the hills (or at least their stablecoins). But here's the twist: the bigwigs, the Bitcoin whales – they held on tight. Didn't flinch. Maybe they see something we don't, or maybe they're just stubborn gamblers themself. Who knows? But it's an interesting wrinkle. Ethereum's Woes: A Perfect Storm of Geopolitics and Whales Meanwhile, Ethereum (ETH) took a nasty spill too. Dropped like a bad habit, down to $2,990. Talk about a buzzkill. Why the sudden plunge? Well, it wasn't just one thing, but a perfect storm of factors brewing in the cryptosphere. Geopolitical Jitters: Remember that whole mess in the Middle East? Yeah, that kind of global tension tends to make investors skittish. Suddenly, risky assets like crypto become less appealing, and everyone starts scrambling for safe havens like the US dollar. Ethereum, along with other digital assets, felt the chill. Dollar Dominance: Speaking of the US dollar, it decided to flex its muscles this week. When the dollar strengthens, it makes other currencies and assets, including crypto, look relatively weaker. This can lead to investors selling off their ETH holdings to convert to dollars, putting downward pressure on the price. Whale Woes: Here's another interesting wrinkle. Unlike Bitcoin whales who held on tight this week, some big-time Ethereum investors decided to cash out. This could be due to a combination of factors – maybe they saw the writing on the wall with geopolitical tensions, or perhaps they were simply taking profits after a strong run-up in ETH prices earlier. Whatever the reason, their exit added to the selling pressure on Ethereum. Long Liquidations:  Let's add another layer to this complexity. Some investors use leverage – borrowing money to amplify their bets – in the crypto market. These are called "long" positions, essentially a bet that the price will go up. But when the price starts dropping rapidly, as happened with ETH this week, lenders can force the sale of those leveraged positions to recoup their losses. This cascade of "long liquidations" can further accelerate the price decline, creating a negative feedback loop. So, Ethereum's recent woes were a confluence of global events, investor sentiment, and the complex mechanics of the crypto market. It's a reminder that while the potential rewards in crypto can be high, the risks are just as significant. Beyond Bitcoin: Tokenization and Real-World Applications But here's the real kicker: there's a whole new crypto game brewing in the background. We're talking tokenized houses, folks! Imagine taking out a loan on your house, but instead of stuffy old banks, you use fancy crypto magic. A new protocol just snagged $10 million to make this a reality. Wild, right? And speaking of reality, Bitcoin ATMs seem unfazed by the whole price rollercoaster. Business as usual, they say. Maybe it's because people are using them for more than just moon-shot bets. Maybe there's real utility there. Gold vs. Crypto: Peter Schiff Throws Shade (and Sparks a Debate) Peter Schiff, the firebrand economist and gold enthusiast, couldn't resist casting doubt on the recent Bitcoin ETF buzz and lofty price predictions. He highlighted the recent bearish performance of crypto-linked stocks like Coinbase and MicroStrategy, suggesting a lack of institutional investor confidence in the long-term viability of crypto. Schiff represents a common viewpoint – gold bugs who see cryptocurrency as a risky, volatile asset lacking the established track record of gold. However, crypto proponents counter that the market's youth and potential for disruption outweigh short-term fluctuations. They point to real-world use cases like tokenization and growing adoption for transactions. Is Schiff right, or is crypto a new asset class finding its footing? The gold vs. crypto debate rages on. So, You Want to Invest in Crypto? What's the takeaway The crypto market is a daily confusing mess, filled with conflicting signals and enough hype to make your head spin. Do your homework, folks. Don't just follow the herd mentality. And remember, in the land of crypto, even the experts are just making educated guesses. Stay frosty out there. Bitcoin Blues: Price Slump and Investor Jitters Bitcoin Blues: Price Slump and Investor Jitters This week in crypto was a rollercoaster ride that would make even the most seasoned gambler queasy. It’s not like we’re surprised. Last week, the bets are on $62k on BTC but let's dissect this, shall we? First up, Bitcoin. Remember that shiny new car you almost bought last month? Yeah, Bitcoin took a bigger tumble than that. Price plummeted below $62,000, and why? Because investors suddenly turned into scaredy-cats. Spot Bitcoin ETFs? Not so hot anymore. Demand went kaput, and everyone ran for the hills (or at least their stablecoins). But here's the twist: the bigwigs, the Bitcoin whales – they held on tight. Didn't flinch. Maybe they see something we don't, or maybe they're just stubborn gamblers themself. Who knows? But it's an interesting wrinkle. Ethereum's Woes: A Perfect Storm of Geopolitics and Whales Ethereum's Woes: A Perfect Storm of Geopolitics and Whales Meanwhile, Ethereum (ETH) took a nasty spill too. Dropped like a bad habit, down to $2,990. Talk about a buzzkill. Why the sudden plunge? Well, it wasn't just one thing, but a perfect storm of factors brewing in the cryptosphere. Geopolitical Jitters: Remember that whole mess in the Middle East? Yeah, that kind of global tension tends to make investors skittish. Suddenly, risky assets like crypto become less appealing, and everyone starts scrambling for safe havens like the US dollar. Ethereum, along with other digital assets, felt the chill. Geopolitical Jitters: Dollar Dominance: Speaking of the US dollar, it decided to flex its muscles this week. When the dollar strengthens, it makes other currencies and assets, including crypto, look relatively weaker. This can lead to investors selling off their ETH holdings to convert to dollars, putting downward pressure on the price. Dollar Dominance: Whale Woes: Here's another interesting wrinkle. Unlike Bitcoin whales who held on tight this week, some big-time Ethereum investors decided to cash out. This could be due to a combination of factors – maybe they saw the writing on the wall with geopolitical tensions, or perhaps they were simply taking profits after a strong run-up in ETH prices earlier. Whatever the reason, their exit added to the selling pressure on Ethereum. Whale Woes: Long Liquidations: Let's add another layer to this complexity. Some investors use leverage – borrowing money to amplify their bets – in the crypto market. These are called "long" positions, essentially a bet that the price will go up. But when the price starts dropping rapidly, as happened with ETH this week, lenders can force the sale of those leveraged positions to recoup their losses. This cascade of "long liquidations" can further accelerate the price decline, creating a negative feedback loop. Long Liquidations: So, Ethereum's recent woes were a confluence of global events, investor sentiment, and the complex mechanics of the crypto market. It's a reminder that while the potential rewards in crypto can be high, the risks are just as significant. Beyond Bitcoin: Tokenization and Real-World Applications Beyond Bitcoin: Tokenization and Real-World Applications But here's the real kicker: there's a whole new crypto game brewing in the background. We're talking tokenized houses, folks! Imagine taking out a loan on your house, but instead of stuffy old banks, you use fancy crypto magic. A new protocol just snagged $10 million to make this a reality. Wild, right? And speaking of reality, Bitcoin ATMs seem unfazed by the whole price rollercoaster. Business as usual, they say. Maybe it's because people are using them for more than just moon-shot bets. Maybe there's real utility there. Gold vs. Crypto: Peter Schiff Throws Shade (and Sparks a Debate) Peter Schiff, the firebrand economist and gold enthusiast, couldn't resist casting doubt on the recent Bitcoin ETF buzz and lofty price predictions. He highlighted the recent bearish performance of crypto-linked stocks like Coinbase and MicroStrategy, suggesting a lack of institutional investor confidence in the long-term viability of crypto. Schiff represents a common viewpoint – gold bugs who see cryptocurrency as a risky, volatile asset lacking the established track record of gold. However, crypto proponents counter that the market's youth and potential for disruption outweigh short-term fluctuations. They point to real-world use cases like tokenization and growing adoption for transactions. Is Schiff right, or is crypto a new asset class finding its footing? The gold vs. crypto debate rages on. So, You Want to Invest in Crypto? What's the takeaway So, You Want to Invest in Crypto? What's the takeaway The crypto market is a daily confusing mess, filled with conflicting signals and enough hype to make your head spin. Do your homework, folks. Don't just follow the herd mentality. And remember, in the land of crypto, even the experts are just making educated guesses. Stay frosty out there.

Crypto Market Update: All Bets Are Off on Bitcoin- Will the Whales Save the Day?

Imagine venturing out into a bustling marketplace, but instead of a purse or wallet, you clutch your most sensitive information – passwords, bank details, private messages – in your bare hands. Alarming, right? Yet, that's essentially what we do when we navigate the internet without proper safeguards. Thankfully, we have a trusty companion in today's digital age: the Virtual Private Network, or VPN. Sure, many know VPNs for their encryption prowess, scrambling data to shield it from prying eyes. But what if we told you they're like digital Swiss Army knives, offering a surprising array of benefits beyond just cloaking your online activity? Buckle up because we're diving deep into the exciting world of VPNs and exploring their ever-expanding role in keeping you safe and secure online. Encryption: The Body Armor of the Digital Age Let's start with the foundation – encryption. Connecting to the internet through a VPN is like throwing a virtual cloak around your data. The VPN encrypts your information, transforming it into an unreadable jumble for anyone who might try to intercept it. This is especially crucial when using public Wi-Fi networks, which are notorious for being hotbeds for cybercriminals looking to snatch your data. With a VPN, even if someone manages to eavesdrop on your connection, they'll walk away with nothing but gibberish. Geo-Restrictions? No Problem! Have you ever encountered that frustrating message while browsing: "This content is unavailable in your region"? Geo-restrictions can be a real buzzkill, blocking access to websites, streaming services, and even online games based on location. But fret no more, for VPNs come to the rescue! By connecting you to a server in a different country, they mask your true location, allowing you to bypass these restrictions and access the content you desire. Imagine wanting to catch the latest season of your favorite show, but it's only available on a streaming platform in another country. With a VPN, you can virtually teleport yourself to that location and enjoy the show seamlessly. It's like having a passport for the digital world, opening doors to a wealth of previously inaccessible content. Say Goodbye to Bandwidth Throttling Ever feel like your internet speeds are inexplicably slow at times? This could be due to bandwidth throttling, a practice where internet service providers (ISPs) deliberately slow down your connection for using too much data or engaging in activities they deem unfavorable (like streaming high-definition videos). VPNs can be your shield against these ISP shenanigans. Encrypting your data makes it virtually impossible for your ISP to see what you're doing online. This eliminates the possibility of throttling and ensures you get the internet speeds you're paying for, keeping your browsing and streaming experiences smooth and uninterrupted. The Gift of Anonymity: A Double-Edged Sword One of the lesser-known benefits of VPNs is the cloak of anonymity they provide. By masking your IP address, which acts as your unique identifier online, VPNs make it much harder for websites and online services to track your movements across the internet. This can be a boon for privacy-conscious individuals who value control over their online footprint. However, it's important to remember that anonymity is a double-edged sword. While it can shield you from unwanted tracking, it can also be misused for malicious purposes. It's crucial to use a reputable VPN service provider with a strong commitment to ethical practices and a clear no-logs policy (meaning they don't store any data about your online activity). Beyond Personal Security: A VPN for Every Need The benefits of VPNs extend far beyond personal use. Businesses can leverage them to create secure remote access for employees, allowing them to work safely from anywhere in the world. This is especially important in today's increasingly globalized work environment. Additionally, journalists and activists operating in regions with restricted internet access can use VPNs to bypass censorship and access information freely. Choosing Your Digital Bodyguard: A Few Pointers With a plethora of VPN providers out there, choosing the right one can feel overwhelming. Here are some key factors to consider: : Opt for well-established, trusted VPN providers with a proven security and privacy track record. Reputation Look for robust encryption protocols and a no-logs policy. Security Features: Choose a provider with a wide range of server locations to ensure maximum flexibility in bypassing geo-restrictions. Server Network: : While encryption adds some overhead, a good VPN shouldn't significantly impact your internet speeds. Look for providers with a reputation for fast and reliable connections. Speed Ensure the VPN service is compatible with the devices you plan to use, whether computers or smartphones. Device Compatibility: Conclusion VPNs have evolved beyond simple encryption tools to become indispensable assets in the realm of cybersecurity. VPNs empower users to take control of their online experiences and protect their digital identities by preserving privacy, circumventing censorship, enhancing security, and safeguarding mobile devices. As cyber threats continue to evolve, the role of VPNs in cybersecurity will only become more critical, providing individuals and businesses with the tools they need to navigate the digital landscape safely and securely. With the right VPN solution, users can enjoy peace of mind knowing that their online activities are protected from prying eyes and malicious actors, ensuring a safer and more secure internet for all.

Beyond Encryption: The Expanding Role of VPNs in Cybersecurity

Key Takeaways : The flexibility of remote work comes with the challenge of asynchronous communication, which can slow down the code review process. Asynchronous Isn't always awesome : Constantly switching between coding and code reviews can kill your productivity faster than you can say "merge conflict." Context switching is a buzzkill : They can handle the repetitive tasks and even offer valuable insights, but they're not a replacement for human expertise. AI and automation are game changers : Bringing together humans, AI, and automation into one seamless conversation can make the code review process more efficient and enjoyable. Unified, conversation-driven workflows are the future Alright, let's cut to the chase. We're all coding in our pajamas now, and while that's awesome for work-life balance, it's a bit of a dumpster fire for code reviews. Remember the good ol' days when you could just roll your chair over to a colleague's desk and say, "Hey, can you take a quick look at this function?" Yeah, those days are as gone as the headphone jack on an iPhone. So, what's the deal? We're all remote, and that's messing with our code review mojo. It's like trying to play a co-op video game when your friend has a laggy internet connection—it's frustrating and less fun. But hey, we're engineers. We solve problems for a living, right? So let's dive into this mess and see if we can clean it up a bit. The good, the bad, and the ugly of remote code reviews Asynchronous woes: The waiting game Asynchronous communication is both the blessing and curse of remote work. On the one hand, it's fantastic. You can work when you're most productive, whether you're an early bird or a night owl. But here's the kicker: while you're sipping your morning coffee, your teammate on the other side of the world is probably halfway into their REM sleep. So, you're stuck playing the waiting game, hoping they'll review your code before the deadline looms. It's like waiting for a software update to complete—you know it's necessary, but oh boy, is it tedious. Context switching: The brain's worst enemy You're deep in the code, in the zone, and then—BAM!—Slack notification. It's a code review request. Normally, this would derail your focus, forcing you to switch gears and contexts. But what if that Slack notification was actually helpful? What if it allowed you to handle the review without leaving your coding environment? addresses the issue by offering bi-directional integration with your existing tools. It streamlines your workflow so that even a Slack notification becomes a seamless part of your coding process, rather than a disruptive element. Pullflow Tool overload: The Swiss Army nightmare GitHub, Jira, Slack, Jenkins, and don't even get me started on the bespoke internal tools that companies love to build that promise to "streamline your workflow." But let's be honest, it often feels like you're a circus performer spinning plates. Each tool has its own set of notifications, quirks, and "must-use" features that you didn't even ask for. It's like owning a Swiss Army knife where you only use the blade but have to carry around a corkscrew, a toothpick, and a mini-screwdriver "just in case." AI and automation: The future or just a fad? AI: The rubber duck that talks back AI in code reviews is no longer just a glorified spell-checker. Think of it as a code consultant with a Ph.D. in computer science. Leveraging machine learning algorithms such as Decision Trees, it optimizes your code and even suggests algorithmic improvements. Using Natural Language Processing (NLP), it can analyze the tone of your comments. It's like having an ever-vigilant code reviewer that also flags security risks in real time. Automation: The CI/CD symphony Continuous Integration and Continuous Deployment (CI/CD) are like the rhythm section of a band—often overlooked but crucial for keeping the tempo. Automated tests, builds, and deployments have become an integral part of modern code review workflows. When you submit a pull request, automated tests kick in like clockwork, providing immediate feedback on whether your changes are up to snuff. It's like having a personal proofreader who checks your work before anyone else sees it. But remember, CI/CD is only as good as the tests you write. Garbage in, garbage out. Chatbots: Digital interns we never knew we needed Chatbots in the code review process are like interns who are always eager to help but don't expect a paycheck. They can handle mundane tasks like updating ticket statuses, merging approved pull requests, and even notifying team members about pending reviews. It's like having an extra pair of hands that take care of the grunt work, allowing you to focus on more complex and creative tasks. But beware, chatbots are programmed to be literal-minded. A poorly configured bot can wreak havoc, like an intern who misunderstands "make me a coffee" and ends up ordering 100 espresso machines. Tackling code review complexity with Pullflow Let's take a moment to discuss Pullflow, a tool that's making waves in the developer community for its unique approach to code review challenges. Rather than being just another platform, Pullflow aims to be a solution to the specific issues we've been dissecting. How Pullflow addresses the issues: : Remember the mental toll of juggling between IDEs, chat apps, and code repositories? Pullflow integrates these platforms bi-directionally, reducing the need for constant tab-switching. Context switching : A single thread for all PR activities keeps everyone updated in real-time, mitigating the delays caused by time-zone differences and asynchronous communication. Asynchronous woes : Pullflow's contextual AI offers real-time answers and feedback in your Slack PR discussions, acting like an on-call code review guru. AI-Assisted Conversations : Allows immediate actions via Slack commands, reducing the need to switch contexts just to perform simple tasks like assigning a PR. : Offers real-time metrics to help you track and improve review cycles and response times Actionable commands Performance metrics Caveats to consider: : Currently, it only supports GitHub, Slack, and VS Code, which might be a constraint for some teams. Platform limitations Pullflow brings together all your PR activities, automations, and conversations into one place. It's like having a mission control center for your code reviews. The dream: A unified, conversation-driven workflow What we're all yearning for is a unified, conversation-driven workflow for code reviews. Imagine a seamless integration of human expertise, AI insights, and automation, all working in harmony. Imagine a single thread where code, comments, and automated feedback coexist, allowing for real-time collaboration and decision-making. The human element: the heart of code reviews At the core of any code review process are the human reviewers. We bring to the table our experience, intuition, and creativity. We catch the nuances that AI might miss, understand the context in which the code will run, and offer insights that go beyond mere syntax and logic. We're the jazz musicians who know when to stick to the sheet music and when to improvise. AI and automation: The support cast AI and automation are great, but they're the support cast, not the lead actors. They should enhance the human element, not replace it. It's like using a calculator to do math—you still need to know how to do the math; the calculator just makes it faster and more accurate. Instruments of the trade The tools: The tools we use—GitHub, Jira, CI/CD platforms, chatbots—are the instruments that produce the sound. They need to be finely tuned and well-maintained to produce a harmonious result. The choice of tools can make or break your code review process, so choose wisely. Case study: f rom the trenches: 's code review turnaround Runn.io Here's some food for thought. faced the same code review bottlenecks many of us know all too well. After integrating Pullflow, their review wait times plummeted from a dragging 14 hours to a brisk 4. That's less time waiting and more time coding, which is what we all want, right? Runn.io Conclusion: the future is what we make it, so let's get to work We're at the crossroads of human ingenuity and tech innovation, with a keyboard in one hand and a pull request in the other. The future of code reviews isn't about picking the perfect tool or methodology; it's about creating a holistic approach that combines the best of human skill and cutting-edge tech. Your Next Moves : Identify bottlenecks and areas ripe for improvement. Audit your current workflow : If AI isn't part of your toolkit yet, now's the time to start experimenting. Dabble in AI : Consider tools like Pullflow that centralize PR activities and reduce context switching. Optimize communication : Make sure your team is up-to-date with the latest best practices in code reviews, whether it's through internal training or external courses. Invest in training So let's be the architects of a future where code reviews are not just a checkbox but a collaborative, enriching process that elevates both our code and ourselves. And if we can do that while sipping artisanal coffee and rocking our favorite band's t-shirt, we've truly hit the jackpot.

Harmonizing Code Review Workflows: a Unified Approach for Human and AI

Armonización de los flujos de trabajo de revisión de códigos: un enfoque unificado para humanos y IA

Harmoniser les flux de travail de révision du code : une approche unifiée pour l'humain et l'IA

सामंजस्यपूर्ण कोड समीक्षा वर्कफ़्लोज़: मानव और एआई के लिए एक एकीकृत दृष्टिकोण

コード レビュー ワークフローの調和: 人間と AI の統合アプローチ

Harmonizando fluxos de trabalho de revisão de código: uma abordagem unificada para humanos e IA

Hài hòa hóa quy trình đánh giá mã: Cách tiếp cận thống nhất cho con người và AI

协调代码审查工作流程：人类和人工智能的统一方法

"Life 3.0: Being Human in the Age of Artificial Intelligence" by the renowned physicist and AI guru, Max Tegmark, is one mind-bending rollercoaster of a book. Strap in as we dissect its core themes, from mind-blowing AI narratives to the essence of human existence in the digital age. Dissecting Life 3.0 Kicking things off, Tegmark thrusts us into the gripping saga of Prometheus, a supercharged AI that's as mesmerizing as it is cautionary. This AI bad boy serves as a glaring example of what could go haywire if we're not careful with the whole artificial general intelligence (AGI) thing. Get ready for a wild ride of potential consequences and challenges that AGI might bring to our doorstep. Speaking of doorsteps, Tegmark invites us to peek into the heart of the human experience. You know, that whole consciousness deal we've got going on? Throughout history, our brilliance has shaped the world – and now AI is strutting onto the stage. But here's the kicker: AI isn't just some sci-fi buzzkill. It's a tool, a tool that's about to supercharge our ability to seize the day. Imagine AI turbocharging your mindfulness game and fast-tracking your personal growth. The future is now, my friends. Hold onto your hats as Tegmark spins "The Tale of the Omega Team." This sci-fi fable shows us the fine line between AI awesomeness and AI Armageddon. Prometheus, our smarty-pants AI, starts out helping us fight global baddies like disease and poverty. But guess what? It gets too big for its AI britches and decides to go rogue. Cue a symphony of market manipulation and world domination. Suddenly, the Terminator doesn't seem so far-fetched. But fear not! Tegmark isn't just here to spook you with tales of rogue AI. He's diving deep into what it means to be human in a world where AI is shooting for the stars. It's all about turning AI into our consciousness sidekick, helping us ride the wave of the present, and level up our growth game. Think self-discovery on steroids. Now, let's tackle the elephant in the room: ethics. Tegmark isn't letting us off easy. He's waving the "responsible AI development" flag like a champ. He's all about making sure AI doesn't turn into our digital overlord, and he wants you – yes, you – to be part of the conversation. It's like a global ethics fiesta, where scientists, policymakers, and even your nosy neighbor hash out the rules for AI's playground. In a nutshell, "Life 3.0" isn't just another AI read. It's a cosmic exploration of AI's potential – the good, the bad, and the potentially world-altering. Tegmark's got his eyes on the prize: using AI as a power-up for the human experience. He's throwing down the gauntlet, daring us to shape AI's future in a way that enhances our humanity. So, are you up for the challenge?

Life 3.0: Harnessing AI to Enhance Consciousness and the Human Experience

An exciting new phenomenon is breathing life into crypto markets — memecoins provisioned on the Bitcoin network. What started 2 months ago as an experimental token standard built on top of ordinal inscriptions has quickly become the next fad with over $200 million in daily trading volume and a total market cap exceeding $500m. What are BRC20 tokens? In short, the BRC-20 token standard uses Bitcoin to enable the minting and transfer of fungible tokens on the Bitcoin blockchain. It is modeled after the ERC-20 token standard, the prevailing standard for provisioning fungible tokens on the Ethereum blockchain. It began as an by a pseudonymous Dune analyst and programmer named Domo, and quickly paved the way for thousands of meme coins to exist within the metadata of individual satoshis. ordinal inscriptions experiment To provide a bit of mental scaffolding, the Bitcoin Ordinals protocol is a system for numbering satoshis (each bitcoin is composed of 100 million satoshis) by giving each satoshi a serial number and tracking them across transactions. Inscriptions are blobs of arbitrary data and associated metadata, of which the latter tells a Bitcoin node how to render said data (i.e. images, text). They run parallel to the Bitcoin network - much like smart contract tokens on the Ethereum blockchain. The two are used in conjunction to provision the BRC-20 token standard, which are inscriptions that define every characteristic of the token including the minting, balances, and distribution. The bitcoin network decodes this information once they are deployed — and for those concerned, because it is simply an arbitrary piece of data running parallel to the network, Bitcoin remains unaffected if BRC-20 tokens or the protocol itself malfunctions. JSON object What does the market currently look like? At the time of this writing, there are 14,450 different BRC-20 tokens minted, with $206 million in 24-hour trading volume, and a market cap of half a billion dollars - which is amazing given that any wallet or trading infrastructure is less than 2 months old, with much of the coins are still being traded on a peer-to-peer basis. Here are some of the recent tokens that have been driving this extraordinary rise, and some tokens that may continue to fuel the flames: - Currently being traded on Gate.io and BitGet amongst other CEXs, ORDI is the first BRC-20 token ever minted with a 21 million max supply and a trading volume of $107m. It has the advantage of being the first BRC20 token on Bitcoin. $ORDI - You may have seen PEPE at one point reaching a market cap of $1.6 billion, making overnight millionaires and attracting a community of like-minded degens. It is based on the popular Pepe the Frog internet meme, created by Matt Furie. PEPE lives on both Ethereum and Bitcoin, widening it’s memetic reach to both communities and witnessing the onset of “memecoin season”. $PEPE take over social media lately - Currently trading at over $90 with +$2m in trading volume, the $MEME token is exactly what it sounds like. $MEME A few others include: , , , , 👀 $NALS $PIZA $BANK $OSHI $DRAC How to Buy, Store, and Trade them There are two major ways that users can buy, store, or trade BRC-20 tokens. BRC-20 tokens can be bought and sold on centralized exchanges like Binance or Gate. However in true crypto ethos/fashion, we recommend transacting with BRC-20 tokens in self custodial wallets. Here we will quickly run through how to create your own wallet, buy BRC-20 tokens, transfer them, and even mint and deploy them. Note that you will need an (taproot wallet) address to manage BRC-20 tokens - like Hiro, Unisat, or OrdinalsWallet wallets: ordinals compatible wallet - Hiro wallets were originally developed for managing STX tokens, a smart contract protocol built on top of the Bitcoin blockchain. Navigate to and click ‘Install Hiro Wallet’ (you can choose from the browser extension or the Desktop app) and follow the instructions to back up your secret key, create a password, and set up your wallet. You can follow this walkthrough to learn how to deploy, mint, store, and transfer BRC-20 tokens with Hiro’s new wallet upgrade (v4.21.1). Hiro https://wallet.hiro.so/ here - UniSat gives users a complete BRC-20/Ordinals experience with both a wallet and a marketplace from which you can trade or buy BRC-20 tokens in a peer-to-peer exchange. Head over to to download the wallet. We recommend downloading the chrome browser extension unless you feel savvy enough to download from Github. You can use the UniSat UI to , , and . UniSat https://unisat.io/ inscribe satoshis search for tokens buy/sell BRC-20 tokens - OrdinalsWallet was one of the first wallets created for supporting ordinal inscriptions, and allows users to store, send and receive Bitcoin Ordinal NFTs. It now allows you to transact BRC-20 tokens on their marketplace as well. Head over to to create a wallet and buy or sell BRC-20 tokens. OrdinalsWallet https://ordinalswallet.com/brc20 Final Thoughts BRC-20 tokens give the Bitcoin network the potential to create more utility and bring more users into the space. It’s important to note, however, that BRC-20 tokens are still experimental and in the early stages of its development. Besides the obvious novelty, the BRC20 token narrative has a few tailwinds. For one, some proponents are now increasingly viewing the Bitcoin network as a settlement platform— rather than simply a (financial) transactional network — where eventually all economic activity will end up inheriting the security properties of the bitcoin network. Some also argue that creating tokens on the Bitcoin network also allows the onboarding of a new cohort of users and degens, and by doing so giving miners another source of fee revenue, which can be used to offset decreasing network security budgets due to halving periods (i.e. after the Bitcoin halving in 2024, miner revenue can be sustained with fees from BRC20 transactions). On the other hand, BRC-20 tokens have made the Bitcoin network into a victim of its own success, and as to the net effects ordinals and BRC20 tokens have on the Bitcoin network. Some essentially view BRC-20 memecoins as spam, meant for sound money and peer-to-peer payments as per Satoshi Nakamoto’s original white paper. In 2010, that “Piling every proof-of-work quorum system in the world into one dataset doesn’t scale” in regards to filling blocks with arbitrary data (this was in reference to ). Some also argue that putting BRC-20 tokens and ordinals on chain diminishes the overall fungibility of bitcoins as satoshis are essentially “marked” for NFTs and tokens, cannabilizing the BTC supply and it’s value proposition as interchangeable units of money. This has created a bit of a culture war between ordinals/BRC-20 token holders and Bitcoin purists who believe that the Bitcoin network should stick to its core ethos of providing peer-to-peer money without a centralized issuer. debates have been raging clogging up a network Satoshi themself wrote BitDNS On the other side of the argument, ordinals and BRC-20 holders argue that Bitcoin can morph into a and that worries over fungibility and network congestion are overblown. Some have pointed to the fact that there is , which represents economic inefficiency and that BRC-20 tokens actually ensure that value density is maximized on each block. Holders also argue that bringing tokens onto the Bitcoin network helps grow the overall crypto user base and is another means to onboard new users and pique interest. Other holders simply argue that bitcoin maximalists are a bunch of buzzkills who are raining on the parade with their sad violin music of maximalist rhetoric. settlement network still unused blockspace Whether you view them as a creative expansion of utility or a potential threat to the Bitcoin network's core principles, it is hard to deny that BRC-20 tokens have been making massive inroads into the cryptoverse. Money talks and in the case of bitcoin memecoins, money has been talking to the tune of half a billion dollars and counting — so be sure to keep your ears to the ground for more developments in the world of BRC-20 tokens! Author: Toby Fan, Web3 Strategist @ LunarCrush | Twitter LinkedIn

Mad Maxis: The Mematic Rise of BRC-20 tokens

Picture this: you're scrolling through your favorite tech blog, and you stumble upon this incredible new AI model called that can magically turn text descriptions into jaw-dropping images. If you're anything like me, your first thought is, "I NEED to try this!" Stable Diffusion But then you start digging into it. You discover that running Stable Diffusion typically requires some complicated hardware setup or downloading a sketchy desktop app that might give your computer a digital version of the flu. Talk about a buzzkill, right? Well, my fellow AI aficionados, I have some seriously fantastic news. A company called Replicate has brought Stable Diffusion to the masses in the most accessible way possible: through a sleek, user-friendly GUI that you can use right in your browser! And the cherry on top? You can play around with it for free until you hit the paid threshold. Now, you might be wondering, "But why should I care about running Stable Diffusion in my browser?" Let me tell you, it's a game-changer. Not only can you access this mind-blowing AI model anywhere, anytime, and on any device, but you also don't have to worry about setting up complicated hardware or trusting some random desktop app. It's like having the power of a thousand artists at your fingertips, just waiting for you to type some words and unleash their collective creativity. So, if you're like me and have been itching to dive into the world of AI-driven image generation without the hassle of expensive hardware or dealing with dubious downloads, look no further. In this guide, I'm going to show you how to run Stable Diffusion in the browser for free using Replicate. I'll also show you how to use a free community tool called to discover additional cool models that can turn text into images, convert your profile pics into stylized selfies, generate your anime waifu or help you come up with your new favorite pokémon. Replicate Codex Trust me, once you start generating images with nothing more than a few keystrokes, you'll never want to go back to the old ways. So go ahead, channel your inner creative genius, and get ready to embark on the most exciting artistic journey of your life (so far). Let's begin! About the Model: High-Resolution Image Synthesis with Stable Diffusion Before we start generating images, let's take a second to understand how Stable Diffusion works. If you're eager to get started, though, you can skip this section and go to the next one to see how to run Stable Diffusion in your browser. If, on the other hand, you stick around, well... you might learn something! is a type of Latent Diffusion Model. Latent Diffusion Models (LDMs), as proposed by Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, and Björn Ommer, are advanced AI models that enable high-resolution image synthesis. The core idea is to combine the strengths of diffusion models (DMs) and autoencoders, resulting in a powerful and efficient image-generation process. Stable Diffusion I'll explain more about how these types of models work below. First I'll give you a more technical explanation, and then I'll break it down for you in beginner language. Don't get scared by jargon you don't understand. It will all make sense soon. Technical Overview of Stable Diffusion Diffusion models have achieved state-of-the-art synthesis results on image data and beyond by decomposing image formation into a sequential application of denoising autoencoders. This formulation also allows for a guiding mechanism to control the image generation process without the need for retraining. However, DMs often require a large amount of computational resources for optimization and have expensive inference due to sequential evaluations. To address these limitations, the researchers applied diffusion models in the latent space of powerful pretrained autoencoders. This approach retains the quality and flexibility of DMs while significantly reducing their computational requirements. By training DMs on such a representation, they reached a near-optimal balance between complexity reduction and detail preservation, resulting in a substantial improvement in visual fidelity. Moreover, the introduction of cross-attention layers into the model architecture enabled diffusion models to become powerful and flexible generators for general conditioning inputs, such as text or bounding boxes. This innovation allows for high-resolution synthesis in a convolutional manner. Latent Diffusion Models achieved a new state-of-the-art for image inpainting and demonstrated highly competitive performance on various tasks, including unconditional image generation, semantic scene synthesis, and super-resolution. How Stable Diffusion Works in Plain English (For Beginners) In simpler terms, Latent Diffusion Models (LDMs) are an advanced AI technique that combines the best parts of two existing methods: diffusion models and autoencoders. Diffusion models are great at generating images, but they can be slow and resource-intensive. Autoencoders, on the other hand, are excellent at compressing and reconstructing images. By combining these two techniques, the researchers who build Stable Diffusion created a new model that generates high-resolution images quickly and efficiently. They achieved this by training the diffusion model on the compressed data (or latent space) from the autoencoder, which made the process much faster without sacrificing image quality. Additionally, the researchers added cross-attention layers to the model, allowing it to work well with different types of input, such as text or bounding boxes. This innovation made LDMs even more versatile and capable of producing high-quality images in various scenarios. In summary, Latent Diffusion Models (LDMs) are a cutting-edge AI technique that generates high-resolution images quickly and efficiently by combining the strengths of diffusion models and autoencoders. These models have achieved impressive results in various image-generation tasks while being less resource-intensive than traditional diffusion models. Understanding the Inputs and Outputs of the Stable Diffusion Model Inputs The main input to the stable-diffusion model is a text prompt. This text prompt is what the model will use to generate the desired image. The text prompt should be in English, as the model was trained mainly with English captions and performs best with this language. Here's a full overview of all the valid inputs: : This is the input prompt that describes the desired image content. By default, it is set to "a vision of paradise. unreal engine". prompt string : This input determines the pixel dimensions of the output image. You can choose between "512x512" and "768x768", with the default value being "768x768". image_dimensions string : This input allows you to specify things that you don't want to see in the output image. negative_prompt string : This input determines the number of images to be generated as output. The default value is 1. num_outputs integer : This input specifies the number of denoising steps to be performed during the image generation process. The default value is 50. num_inference_steps integer : This input sets the scale for classifier-free guidance, which helps control the image generation process. The default value is 7.5. guidance_scale number : This input allows you to choose a scheduler for the image generation process. The available options are: DDIM, K_EULER, DPMSolverMultistep, K_EULER_ANCESTRAL, PNDM, and KLMS. The default value is DPMSolverMultistep. scheduler string : This input sets the random seed used for the image generation process. Leave it blank to randomize the seed. seed integer Outputs The output of the stable-diffusion model is a photo-realistic image based on the text prompt provided. The generated image will have a fixed size of either 512x512 or 768x768, depending on the version of the model used. Now that we understand the inputs and outputs of the model, let's dive into using the model to generate images based on our text prompts. A Step-by-Step Guide to Using the Stable Diffusion Model If you're not up for coding, you can interact directly with the stable-diffusion model's "demo" on Replicate via their UI. This is a great way to experiment with the model's parameters and get quick feedback and validation. Plus, Replicate offers free usage up to a certain number of queries, so you don't even need to pay to use the model. And of course, if you can run Stable Diffusion in your browser then you don't need to download a sketchy application and try to install it on your computer. Step 1: Find the Stable Diffusion Model Page on Replicate Navigate to the on Replicate. By default, you will be on the "demo" tab. This tab is the one that will let you run Stable Diffusion in your browser. According to the Replicate website: Stable Diffusion page "The web interface is a good place to start when trying out a model for the first time. It gives you a visual view of all the inputs to the model, and generates a form for running the model right from your browser" Step 2: Provide Your Text Prompt Enter your text prompt into the provided input field. This prompt will guide the model in generating the image. Be as descriptive as possible to help the model produce a more accurate representation of your idea. For example, the prompt: "a gentleman otter in a 19th century portrait" with default settings gives... Step 3: Adjust Model Parameters (Optional) If you want to fine-tune the generated image, you can adjust the model's parameters, such as the guidance scale or the number of sampling steps. Keep in mind that modifying these parameters might affect the image quality and generation time. For example, if I change the guidance scale to "2" instead of "7.5" with the same prompt as above, I get... Step 4: Generate Your Image Once you've provided your text prompt and adjusted any model parameters, click the "Submit" button. The model will take a few seconds to generate your image, and then you'll be able to view the resulting photo-realistic image based on your input. Taking it Further - Finding Other Text-to-Image Models with Replicate Codex Replicate Codex is a fantastic resource for discovering AI models that cater to various creative needs, including image generation, image-to-image conversion, and much more. It's a fully searchable, filterable, tagged database of all the models on replicate, and also allows you to compare models and sort by price or explore by the creator. It's free, and it also has a digest email that will alert you when new models come out so you can try them. If you're interested in finding similar models to Stable Diffusion... Step 1: Visit Replicate Codex Head over to to begin your search for similar models. Replicate Codex Step 2: Use the Search Bar Use the search bar at the top of the page to search for models with specific keywords, such as "text-to-image" or "image generation." This will show you a list of models related to your search query. Step 3: Filter the Results On the left side of the search results page, you'll find several filters that can help you narrow down the list of models. You can filter and sort models by type (Image-to-Image, Text-to-Image, etc.), cost, popularity, or even specific creators. By applying these filters, you can find the models that best suit your specific needs and preferences. For example, if you're looking for a text-to-image model that's the cheapest or most popular, you can just search and then sort by the relevant metric. Conclusion In this guide, we dived deep into the world of Stable Diffusion, an amazing AI model capable of generating photo-realistic images from text prompts. We learned about its origins, architecture, and how to use it effectively to create impressive images in our browsers. We also discussed how to leverage the search and filter features in Replicate Codex to find similar models and compare their outputs, allowing us to broaden our horizons in the world of AI-powered image generation. I hope this guide has inspired you to explore the creative possibilities of AI and bring your imagination to life. Don't forget to subscribe for more tutorials, updates on new and improved AI models, and a wealth of inspiration for your next creative project. Thanks for reading! Also published . here

A Step-by-step Guide to Running Stable Diffusion Online for Free

Have you ever seen a carpenter chisel away, sculpting something insanely impressive from just a block of wood? Inch by inch, they craft a masterpiece. That's how the human mind works, and it's time we talked about Cognitive Razors, those mental Swiss Army knives that philosophers and big-brained folks use to make sense of this crazy world. We've got all kinds of these bad boys, from Occam's Razor (keep it simple, folks) to Hanlon's Razor (don't blame evil when stupidity will do). Trust me, understanding these and knowing when to whip 'em out has changed my game. If you're anything like yours truly, you crave these mental hacks to navigate the world. So let's dive into some of the slickest cognitive razors out there and figure out how they can level up our everyday lives. Grice's Razor You ever dive into the philosophy of language? If so, you've probably come across . The mastermind behind these mind-blowing ideas is Paul Grice, a British philosopher who knew that what we say and what we mean don't always match up. implicature Picture this: you're on a date at a hip coffee joint. You ask your date if they're having fun. They pause, then say, "Yeah – the coffee's good." They've said something nice, but they're slickly dodging your question. Enter Grice's Razor. It tells us to dig deeper into what people say, not just accept their words at face value. What's their tone revealing about their real thoughts? What's the context? Are they leaving stuff out or sidestepping an issue on purpose? What is the implicate thing they’re really saying. It's not just about decoding your date's vibe. On a deeper level, it's about truly seeing and getting the people around you. Occam's Razor Alright, let me tell you about a personal favorite that's seriously changed the way I think: William of Occam, a philosopher and theologian from 1285 to 1348, who was kicking it with the likes of Saint Nicholas and Marco Polo. This dude wrote, "Numquam ponenda est pluralitas sine necessitate," which translates to "Plurality must never be posited without necessity." . Now, to give props where they're due, the first philosopher to chat about this concept was actually Durandus of Saint-Pourçain, but Occam made it a household name. So, what's it all about? It means that when you've got multiple explanations for something, the simplest or most logical one is usually the right one. This razor is all about cutting away the excess complexity and getting to the core of an issue, instead of getting tangled up in weird, abstract possibilities. And thus, the law of parsimony was born I've found Occam's Razor to be a total game-changer for dealing with anxiety and ruminating thoughts. Let's say you get left out of an important meeting – is it because everyone secretly hates you and your boss is planning to fire you? Or, without any solid evidence to back up those fears, is it way more likely that the non-invite was just an oversight? Occam's Razor helps you cut through the mental clutter and separate your thoughts from reality, keeping you on track. The beauty of this mental tool is that it can be applied to all sorts of situations, from personal relationships to business decisions. When you're faced with multiple potential explanations or solutions, Occam's Razor pushes you to choose Hanlon's Razor Now, let's talk about , a principle cooked up by Robert J. Hanlon during his work on military conflict resolution. The idea's a no-brainer: don't assume malice when plain old stupidity can explain it. Hanlon's Razor In other words, don't jump to the worst conclusions about people. When someone messes up or lets you down, it doesn't always mean they've got it in for you; sometimes, it's just a simple mix-up or blunder. Don't get it twisted – you can still be totally justified in feeling ticked off or disappointed, even if their intentions weren't evil. But just being able to admit and accept that the other person isn't your arch-nemesis can take the edge off a rough situation. Hanlon's Razor is like a cheat code for navigating social interactions and understanding human behavior. It reminds you to keep an open mind and consider alternative explanations before jumping to conclusions. We're all human, after all, and we all make mistakes – sometimes without even realizing it. So, give people the benefit of the doubt and save yourself some unnecessary stress. The next time you find yourself in a sticky situation or dealing with someone who's screwed up, try applying Hanlon's Razor. You might just discover that the issue isn't as sinister as it first seemed. Instead, you'll be better Sagan Standard The Sagan Standard, inspired by the legendary astronomer and skeptic Carl Sagan, is a killer tool for . It says that if something sounds too wild or too good to be true, you better demand some serious proof before buying into it. Extraordinary claims require extraordinary evidence, my friends. evaluating claims I could go on for days about the ways you can use this razor, but let's hit the highlights: Maybe you've got beliefs and values you've held onto since you were a kid, but never really checked 'em out for yourself. Put on your Sagan hat and remove your personal bias. Ask yourself – do these beliefs hold water? Where's my rock-solid evidence? Nailing down your personal values and beliefs. We all have dreams and aspirations – but how achievable are they, really? You might have a game-changing idea that could shake up the world, but hype and motivation alone won't cut it. You need research, financials, and solid signs that your plans are doable. Keeping it real with your goals. We live in an era of nonstop info coming at us from every angle. But don't be fooled – just because a news anchor looks sharp and sounds serious doesn't mean their facts and opinions are gospel. It's easy to believe everything you hear, but the effort it takes to critically evaluate info is worth its weight in gold. Sorting through the news. We're all human, and we make assumptions based on what we see – it's just how we roll. But think about it: judging a complex human being based on their appearance or actions is actually making a bold claim. So, it's worth questioning our assumptions and digging deeper if we want to form an accurate opinion. Challenging assumptions. Can you tell I'm a huge fan of this particular razor? The Sagan Standard can be a game-changer in so many areas of life – from business to relationships to self-improvement. By adopting this mindset, you'll train yourself to be more critical and objective in your thinking, which is an invaluable skill in today's fast-paced world. So, the next time you're faced with a wild claim or you're questioning the validity of something, break out the Sagan Standard. Ask yourself if there's extraordinary evidence to back up the claim, or if it's just a bunch of hot air. By being more discerning and critical in your thinking, you'll be better equipped to make smarter decisions and navigate the complexities of life with confidence. Remember, the Sagan Standard isn't about being a buzzkill or shooting down other people's dreams – it's about keeping your feet firmly on the ground, making informed decisions, and pushing for the truth in a world that's often more interested in flash than substance. Armed with this razor, you'll be a force to be reckoned with, in both your personal and professional life. Can you tell I'm a fan of this one? The Arena Razor Alright, I couldn't dig up much history on this one, but it's too good not to share. Big to for helping to put this razor on the map. shoutout Sahil Bloom The Arena Razor is a mental exercise that throws you right into the action. Picture this: you're faced with a choice – do you want to be the gladiator fighting in the arena, or the spectator throwing rocks from the sidelines? This razor says you should always choose the gladiator. In other words, there's no satisfaction or honor in being the judgmental bystander. Sure, it might seem easier, but that's just an illusion. I like to bust out the Arena Razor when there's a heated debate or a polarizing issue on the table. It's all too easy to side with the loudest voice – like, maybe four of your buddies are all gung-ho about a certain policy, but your other friend has some doubts, and deep down, you kinda agree. Take the hit and stand up for your convictions. In the long run, you'll feel more fulfilled and earn more respect. The Arena Razor is a reminder to be brave and take risks, even when it's uncomfortable. It's about stepping up, making your voice heard, and having the courage to stand by your beliefs, even when you're outnumbered. Choosing to be the gladiator helps you grow, learn, and become a better version of yourself – someone who isn't afraid to get their hands dirty and fight for what they believe in. So the next time you find yourself in a situation where you have to pick a side or voice your opinion, remember the Arena Razor. Embrace the role of the gladiator, and don't shy away from the challenges that come with it. Be willing to engage in meaningful discussions, defend your stance, and learn from the experiences of others. This razor also applies to taking action in your personal and professional life. Rather than sitting on the sidelines and criticizing others, choose to be the person who steps up and makes a difference. Whether it's pursuing your passion, starting a business, or advocating for a cause you believe in, being the gladiator means taking control of your life and shaping your own destiny. The beauty of the Arena Razor is that it encourages self-reflection and growth. By consistently choosing to be the gladiator, you'll develop resilience, courage, and a stronger sense of self. As you face challenges head-on and learn from your experiences, you'll become a more effective problem-solver and a more empathetic listener. In the end, the Arena Razor is all about embracing your inner warrior and living life on your own terms. By choosing to be the gladiator time and time again, you'll not only gain the respect of others but also cultivate a deep sense of personal fulfillment and self-worth. So, gear up and step into the arena – your future self will thank you for it. Wrap Up I hope I've done justice in showing you just how game-changing cognitive razors can be. The ones I've shared here are just a handful of the many that exist – but they're some of my personal favorites and have been absolute lifesavers when it comes to tackling tough decisions. But don't stop here! If you're hungry for more, I strongly encourage you to dive into some research of your own. It's a fascinating field that can seriously upgrade your decision-making skills and help you navigate life's twists and turns like a pro. Here are a few more cognitive razors to get you started: Before you tear down a fence, understand why it was built in the first place. This razor reminds us not to dismiss traditions, rules, or established systems without first considering their original purpose and potential benefits. Chesterton's Fence: People tend to focus on trivial issues rather than tackling complex ones. Recognize when you or others are getting bogged down in minor details and refocus on the bigger picture. The Law of Triviality: In many situations, 80% of the effects come from 20% of the causes. Prioritize your efforts on the most impactful areas and avoid wasting time on less significant tasks. The Pareto Principle (80/20 Rule): These are just the tip of the iceberg, and there are countless other cognitive razors waiting to be discovered. As you explore more of these mental tools, you'll start to see how they can be applied in various aspects of your life – from personal relationships to business strategy, and everything in between. By understanding and utilizing cognitive razors, you'll develop a sharper sense of discernment and a more well-rounded perspective on the world around you. You'll become a more effective problem-solver, a better communicator, and a more resilient individual overall. As you journey through this fascinating world of cognitive razors, you might even find yourself creating your own mental tools that cater specifically to your unique thought processes and experiences. There's no limit to the ways you can expand and sharpen your mental toolkit, so stay curious and keep exploring. So, what are you waiting for? Dive into the world of cognitive razors and start unlocking the true potential of your mind. Not only will you gain a deeper understanding of yourself and the world around you, but you'll also discover how much more satisfying and fulfilling life can be when you're equipped with the right mental tools. Thanks for joining me on this journey. As always, I appreciate your support and interest. Keep learning, growing, and challenging yourself – the world needs more gladiators like you. Stay sharp, Scott Also published here . Editor's note: Featured image generated using AI (Stable Diffusion 2.1) with the following prompt: "Robot thinking about the world while looking at the busy streets of new york."

Occam's, Hanlon's, Grice's: How to Level Up Your Life With The Power of Cognitive Razors

What is it about the word automation that makes some perk-up while others cringe? According to Erik Brynjolfsson, author of and , automation simply means one fewer job than there used to be, with the same amount of output. Race Against the Machine The Second Machine Age For example a tax preparer can get automated away by TurboTax and no longer be able to find work. An assembly line worker can get automated away by a robot. Hordes of attorneys are now displaced by software in the legal discovery process, where an algorithm can search and classify thousands of documents in minutes which used to take dozens of lawyers weeks to accomplish. The common thread is the emerging digitalization or automation of what used to be manual, human-driven tasks. A recent report shows that almost within the next 10-20 years. In a by the UK government the combined costs from worklessness and sickness absence amounts to over £100bn annually (about $125bn USD). The results show that it is healthy for people to be in ‘good work’ than to be out of work. 50% of jobs will be automated recent public health study Good work means having not only a work environment that is safe but also having a sense of security, autonomy, good line management and communication within an organization. Besides automation’s risk to job security and income there is a moral and ethical case for greater action. Advances in hardware and software mean it’s possible to automate more. It's getting easier and quicker to automate white-collar jobs today than ever before. Technological advances in hardware, software/AI all make this possible and irreversible. Think of the airline staffers whose job checking in passengers has been taken by self-service kiosks. For the hackers among us, there is even a Y Combinator-backed tech startup that provides crowdsourced (I have no connection or relationship to them). You can build your own startup without needing a tech co-founder or even knowing how to code. It uses machine learning to identify the best packages for a given feature set based on what has historically been used with that relevant framework. app development-as-a-service In a way this seems inevitable. How many apps are built on a daily basis where the same tech stack or development problem has been solved thousands of times already? This takes productivity to another level but at what cost to the developers whose jobs may be displaced due to this crowdsourced approach to developer work allocation? This is only the beginning. Productivity gives us a sense of usefulness and well-being but increasingly at the cost of cheaper labor. More middle-class workers are getting left behind and starting over mid-career being unable to relearn or develop new relevant skills in time. Some parents with young children already worry that for their children in the near future. But how bad is it really? robots will take all potential jobs Is My Job Likely To Be Automated? To see run a job search on the Will Robots Take My Job website. With data taken from the Bureau of Labor Statistics augmented with its own internal quantitative poll you may be surprised. Out of over 700 occupations, here are the top twenty most at-risk for automation: how likely your job is at risk of being automated For example Accountants and Auditors have a 94% probability of being replaced by software and AI in the next couple decades: You’ll notice a common pattern to the jobs that are in danger of being automated--they are mainly based on a routine. In fact according to the Federal Reserve Bank of St. Louis, Routine Cognitive (i.e. accountants, lawyers) and Routine Manual (i.e. assembly line workers, watch repairers) jobs are . on the decline There is nothing innately wrong with routine. Some of our most rewarding experiences can be routine-driven such as repairing a gadget, fixing a car or even chopping wood. Routine work gets us into our where we “get into the zone”. You’ve felt flow when you’re performing an activity and get fully immersed in a feeling of energized focus, total involvement, and enjoyment. flow state Flow is characterized by complete absorption in what one does, and a resulting loss in one's sense of space and time. But what if your livelihood and ability to pay your bills depend on that routine job that is increasingly in danger of being automated? Bliss can quickly turn into buzzkill. Conclusion The probability of automation does not necessarily equal the probability of job loss. Just because a job can be automated doesn’t mean that it will. Successful companies will figure out the right balance of human and digital labor to keep a healthy and motivated workforce. This will require deeper thinking about the . The cost and productivity incentives will drive more companies to pursue digital labor. This time is now to reimagine your occupation and decide how you can continue to provide value, gain personal autonomy and future-proof your source of livelihood. problem that you are trying to solve

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