Stane&#x27;s company designed and manufactured a suit of powered armor, the &quot;Savage Steel&quot; battle-suit, based on technology stolen from Stark Enterprises. Different members of the Cabal all took turns wearing the suit, including Paul Trent and former members Harry Lennox, Johnny Leone, and Jimmy Zafar.

Spyne - Wikipedia

Read reviews, compare customer ratings, see screenshots, and learn more about Spyne Automotive. Download Spyne Automotive and enjoy it on your iPhone, iPad, and iPod touch.

‎Spyne Automotive on the App Store

Best AI photography and editing software for automotive dealers. Spyne AI helps car dealerships with the virtual studio, 360 spin, and inspection - Try for free

Spyne: AI Photography and Editing for Car Dealerships & Marketplaces

Spyne helps you capture breathtaking images of your car like never before! It’s the ultimate AI photography and editing app for Android. Powered by advanced AI technology, Spyne empowers you to transform your car photos into professional-grade masterpieces.

Spyne Automotive - Apps on Google Play

Spyne has 5 employees at their 1 location. See insights on Spyne including office locations, competitors, revenue, financials, executives, subsidiaries and more at Craft.

Spyne Company Profile - Office Locations, Competitors, Revenue, ...

Spyne | 46,930 followers on LinkedIn. Spyne is helping businesses create high-quality product visuals at scale with AI | One of the biggest pain points for any online seller is to showcase their products in the best possible manner to grab customer attention and increase conversions.

Spyne | LinkedIn

Spyne is a Deep Tech startup helping businesses and marketplaces create and upgrade high-quality product images and videos at scale with AI.

Spyne - Crunchbase Company Profile & Funding

Spyne - Provider of smart camera for internet cataloging. Raised a total funding of $7.75M over 3 rounds from 47 investors.

Spyne - Company Profile - Tracxn

A transport and architecture agnostic rpc library that focuses on exposing public services with a well-defined API.

spyne · PyPI

Welcome to Spyne documentation! We hope you find it useful. Please do not hesitate to get in touch with us if you think you can help us improve Spyne or its documentation one way or another. Contact information is below.

Spyne Documentation — spyne 2.11.0 documentation

Spyne

spyne

Penetration Testers’ Guide to Windows 10 Privacy & Security

Guía de los probadores de penetración para la privacidad y seguridad de Windows 10

Staking is a well-known strategy for earning yield among crypto users. In a nutshell, it is a process where you hold coins in a wallet to help the blockchain network keep it safe and running smoothly, and the best part is, you can get rewarded for it! Unfortunally, there are some limitations to staking. For example, you can’t trade or use the coins you’ve staked until the staking period ends. But what if I told you that it is possible to bypass these limitations and use the liquidity of staked coins to increase your income? This is where liquid staking derivatives (LSDs) come in. LSDs are tokens that are issued to you by the liquid staking protocol in place of your native tokens of the current network. The price of a derivative token is pegged to its underlying asset and is usually valued at around a 1:1 ratio. Once you’ve got your hands on some LSDs, you’ll start earning staking rewards every day, which will increase your wallet balance over time. But there’s more! You can also use these tokens in the DeFi market to get some yield opportunities. Examples of Liquid Staking Protocols There are many different liquid staking protocols, allowing you to stake assets on different networks and receive LSDs in return, here are a few of them: Lido is a liquid staking protocol for networks that provides staking solutions for crypto assets such as Ethereum ( ), Solana ( ), Polygon ( ), Polkadot ( ), and Kusama ( ). When staking, Lido users will receive stTokens (stETH, stMATIC, etc.) which represent their staked native assets (+ aggregated rewards). Lido Proof of Stake (PoS) ETH SOL MATIC DOT KSM Stader is a non-custodial smart contract-based multichain staking platform. It currently supports the following assets: Polygon ( ), BNB, Terra 2.0 ( ), Fantom ( ), NEAR Protocol ( ), Hedera (HBAR). After the user’s assets have been staked, Stader mints [Token]X derivatives (e.g.: BNBX, HBARX), which will be placed in the user’s wallet. Stader protocol MATIC LUNA FTM NEAR pSTAKE is another liquid staking protocol that enables you to access liquidity for your staked assets. By using pSTAKE, you can safely stake your PoS assets and receive the protocol’s staking derivatives — stkASSETs (such as stkBNB, stkATOM, and stkETH). pSTAKE Using LSDs in DeFi After depositing your assets into any of the mentioned liquid staking protocols, such as Lido, Stader, or pSTAKE, you will receive liquid staking derivatives in return, let’s explore how we can make them work for us. There are several strategies we can use. For example, we can deposit our LSDs into a lending protocol to receive constant rewards. Alternatively, we could borrow against them (by using the LSDs as collateral), allowing us to obtain more assets and continue to utilize the DeFi market. Moreover, we can borrow additional underlying assets, restake them, get LSDs, and lend them again to make a leverage staking with higher rewards. Another option is to provide our LSD tokens to the liquidity pool (LP) of a decentralized exchange (DEX) and receive incentives through trading fees. By doing so, we contribute to the liquidity of the DEX and earn rewards for facilitating swaps and get income from staking at the same time. Each of these strategies has its own pros and cons. Let’s examine them in more detail. Supply liquidity pools A liquidity pool is a collection of assets locked in a smart contract, used to provide liquidity for trading on a DEX. Usually, it’s a pair of two tokens that can be seamlessly exchanged with one another. The strategy is to supply a pair of LSD tokens and an underlying token (such as ETH and Lido’s stETH) to the pool. Why this pair? As mentioned earlier, the value of the LSD token is pegged to the value of the underlying assets, which can lead to lower impermanent losses. For Lido’s stETH/ETH pair, the most popular LP is Curve’s stETH-ETH liquidity pool that allows to simultaneously accrue trading fees, protocol incentives (CRV, LDO), as well as stETH staking reward. This yield strategy is fairly easy to execute, as it requires only a few transactions: receiving LSD tokens via staking/exchange and supplying the pair to a liquid pool. As a result, we can pay a minimum amount of network fees. However, there are some disadvantages to be aware of: Although impermanent losses are minimized compared to other conventional liquidity pools, they can still occur. Most exchanges require a 1:1 ratio of tokens to deposit them into liquidity pools. This means that you need to have almost 50% of your assets unstaked. Leveraged staking This strategy can be implemented using lending protocols. The basic idea is that lending protocols can accept LSDs as collateral, which allows users to borrow assets while still earning rewards from staking. By borrowing the underlying asset and staking it again, users can earn more LSDs. This cycle can be repeated as long as the loan health factor remains within an acceptable range. The algorithm for this strategy looks like this: Stake the underlying assets and receive LSDs. Use the received LSDs as collateral for borrowing from the lending protocol. Borrow as much of the underlying assets as the collateral factor allows. Repeat the process from step 1. By using this strategy, we can potentially earn more rewards than we normally get from staking. Why? And how can it be profitable, since we have to pay the loan (borrow interest)? Our collateralized LSDs generate rewards. Besides dividends from staking, we also receive a part of the interest paid by borrowers, and some lending protocols may incentivize users with additional rewards. Furthermore, since the value of the borrowed assets is always less than the value of collateral we put up for the loan (as the DeFi loan is always overcollateralized), and the interest on the loan is usually lower than the cumulative yield earned on the collateral, we are able to achieve a better APY in the end. Are there any pitfalls? Yes, there are a few things to keep in mind when using this strategy: Although the values of LSDs and the underlying asset are pegged to each other, liquidation is still possible, and the health factor of the loan must be constantly monitored to avoid losing the collateral. Borrow APY can suddenly rise, and in such cases, the strategy may become unprofitable. Then it may be necessary to withdraw funds and look for another profitable lending protocol or even another strategy. The implementation of this strategy involves many steps, and each step is a separate transaction for which you have to pay fees. This can be very expensive, especially when it comes to a blockchain like Ethereum, where the transaction fees can be high. Therefore, it’s important to carefully consider the fees involved and make sure they don’t eat into your profits. None of the LSDs strategies can be considered truly passive, as they require continuous monitoring of profitability dynamics, calculation of final earnings while taking into account impermanent losses and network fees, as well as keeping a close eye on the status of the protocols being used. However, there are options available to simplify this process such as protocols that support automated yield farming strategies. We also see potential in the automation of such strategies and are currently planning to add them to the Eonian protocol. More related info Want to learn more about lending protocols and leveraged yield farming? Check out “ ”. The Ultimate Guide to Leveraged Yield Farming Curious about impermanent losses and how they can impact your yield? Read our recent article, “ ”. Why do half of Uniswap v3 users lose money? Also published here.

Exploring Liquid Staking Derivatives: Introduction, Benefits, and Strategies

Quantum Computing and AI: A Revolution in Technological Synergy

The Synergy of AI and Blockchain: How DeepBrain Chain Globally Democratizes GPU AI Infrastructure

Digital Synergy: How the Merger of AI and Blockchain Will Play Out

ডিজিটাল সিনার্জি: এআই এবং ব্লকচেইনের একত্রীকরণ কীভাবে কার্যকর হবে

Digitale Synergie: Wie sich die Fusion von KI und Blockchain auswirken wird

Sinergia digital: cómo se desarrollará la fusión de IA y Blockchain

Synergie numérique : comment se déroulera la fusion de l'IA et de la blockchain

डिजिटल तालमेल: एआई और ब्लॉकचेन का विलय कैसे होगा

デジタルシナジー：AIとブロックチェーンの融合がもたらす効果

디지털 시너지: AI와 블록체인의 합병이 어떻게 진행될 것인가

Sinergia digital: como será a fusão entre IA e Blockchain

Цифровая синергия: как будет развиваться слияние искусственного интеллекта и блокчейна

Dijital Sinerji: Yapay Zeka ve Blockchain'in Birleşmesi Nasıl Sonuçlanacak?

Sức mạnh tổng hợp kỹ thuật số: Sự hợp nhất giữa AI và Blockchain sẽ diễn ra như thế nào

数字协同：人工智能与区块链的融合将如何发挥作用

In the evolving landscape of finance, cryptocurrencies and open banking have marked significant milestones as paradigms of innovation. Both domains extensively harness technological advancements and champion data transparency, setting the stage for a synergistic interplay. This exploration delves into the integration of open banking within the cryptocurrency sector, showcases tangible instances of their convergence, and forecasts emerging trends. Understanding Open Banking Open banking revolutionizes traditional financial paradigms by obligating banks to share customer-permitted data with authorized fintech entities. This practice, mandated under Europe's PSD2 regulation since 2018, dismantles previous data monopolies held by banks, facilitating the creation of tailored, user-centric financial products. Enhanced payment experiences and unified financial account management are prime examples of open banking’s capabilities. Deciphering Cryptocurrency Cryptocurrency stands as a form of digital, decentralized currency, distinguished from conventional online transactions by its foundational technology—Distributed Ledger Technology (DLT), particularly blockchain. This technology ensures transparency and operates independently of central regulatory authorities. Bitcoin, Ethereum, Ripple, and Litecoin are among the prominent cryptocurrencies adopted for investments, remittances, and transactions. Shared Principles: Data Transparency The ethos of blockchain and open banking is rooted in maximizing data accessibility and transparency. While open banking leverages Application Programming Interfaces (APIs) for secure data exchanges between banks and fintechs, cryptocurrency employs blockchain to maintain a tamper-evident transaction ledger across a distributed network. Cryptocurrency Utilizing Open Banking Open banking amplifies the cryptocurrency ecosystem by enhancing user experiences and fostering innovation through features like: Crypto Account Deposits: Facilitates seamless fund transfers to crypto exchanges via rapid and secure channels, minimizing the need for manual data entry through Payment Initiation Service Providers (PISP).
Cryptocurrency Lending: Improves lending platforms by using financial data aggregators to expedite credit assessments, making the process more efficient than traditional methods.
AML & KYC Compliance: Streamlines anti-money laundering processes and Know Your Customer protocols by providing comprehensive transaction histories, which aids in verifying user identities and assessing transaction risks.
Decentralized Finance (DeFi): Mirrors the principles of open banking; it integrates with DeFi platforms to blend the reliability of traditional finance with innovative, decentralized models. Real-world Integration Examples Coinbase and Open Banking: In 2022, Coinbase enabled UK customers to link their bank accounts directly to their cryptocurrency accounts, enhancing transaction security and speed.
Revolut's Seamless Transition: As a digital bank, Revolut uses open banking to bridge traditional and digital currencies effortlessly.
Gemini: This crypto exchange simplified cryptocurrency transactions in 2022 by incorporating open banking, allowing direct bank account connections. Future Directions in Crypto and Open Banking The trajectory of open banking and cryptocurrency integration is poised for expansive growth, driven by regulatory developments and increasing consumer adoption. Projected to burgeon from $57 billion in 2023 to $330 billion by 2027, open banking transactions are set to soar . Concurrently, the cryptocurrency market is expected to escalate from $910.3 million in 2021 to $1.9 billion by 2028. Upcoming Regulatory Landscapes Europe's PSD3 and Crypto Regulations: Scheduled for 2024, these regulations aim to enhance API quality and heighten security measures, while the MiCA framework will standardise operational protocols for cryptocurrency businesses. Michael Bystrov, Chief Revenue Officer at Noda said "Elevate your business with Noda’s comprehensive open banking solutions. Our platform is engineered with advanced AI and machine-learning technologies to streamline your payment processes and expand your operational capabilities. At Noda, we prioritize your transactional efficiency and growth." This exploration underscores the mutual benefits and vast potential of integrating open banking with cryptocurrency practices, highlighting a future rich with opportunities for innovation and enhanced financial inclusivity. In the evolving landscape of finance, cryptocurrencies and open banking have marked significant milestones as paradigms of innovation. Both domains extensively harness technological advancements and champion data transparency, setting the stage for a synergistic interplay. This exploration delves into the integration of open banking within the cryptocurrency sector, showcases tangible instances of their convergence, and forecasts emerging trends. Understanding Open Banking Open banking revolutionizes traditional financial paradigms by obligating banks to share customer-permitted data with authorized fintech entities. This practice, mandated under Europe's PSD2 regulation since 2018, dismantles previous data monopolies held by banks, facilitating the creation of tailored, user-centric financial products. Enhanced payment experiences and unified financial account management are prime examples of open banking’s capabilities. Deciphering Cryptocurrency Cryptocurrency stands as a form of digital, decentralized currency, distinguished from conventional online transactions by its foundational technology—Distributed Ledger Technology (DLT), particularly blockchain. This technology ensures transparency and operates independently of central regulatory authorities. Bitcoin, Ethereum, Ripple, and Litecoin are among the prominent cryptocurrencies adopted for investments, remittances, and transactions. Shared Principles: Data Transparency The ethos of blockchain and open banking is rooted in maximizing data accessibility and transparency. While open banking leverages Application Programming Interfaces (APIs) for secure data exchanges between banks and fintechs, cryptocurrency employs blockchain to maintain a tamper-evident transaction ledger across a distributed network. Cryptocurrency Utilizing Open Banking Open banking amplifies the cryptocurrency ecosystem by enhancing user experiences and fostering innovation through features like: Crypto Account Deposits: Facilitates seamless fund transfers to crypto exchanges via rapid and secure channels, minimizing the need for manual data entry through Payment Initiation Service Providers (PISP). Cryptocurrency Lending: Improves lending platforms by using financial data aggregators to expedite credit assessments, making the process more efficient than traditional methods. AML & KYC Compliance: Streamlines anti-money laundering processes and Know Your Customer protocols by providing comprehensive transaction histories, which aids in verifying user identities and assessing transaction risks. Decentralized Finance (DeFi): Mirrors the principles of open banking; it integrates with DeFi platforms to blend the reliability of traditional finance with innovative, decentralized models. Crypto Account Deposits: Facilitates seamless fund transfers to crypto exchanges via rapid and secure channels, minimizing the need for manual data entry through Payment Initiation Service Providers (PISP). Cryptocurrency Lending: Improves lending platforms by using financial data aggregators to expedite credit assessments, making the process more efficient than traditional methods. AML & KYC Compliance: Streamlines anti-money laundering processes and Know Your Customer protocols by providing comprehensive transaction histories, which aids in verifying user identities and assessing transaction risks. Decentralized Finance (DeFi): Mirrors the principles of open banking; it integrates with DeFi platforms to blend the reliability of traditional finance with innovative, decentralized models. Real-world Integration Examples Coinbase and Open Banking: In 2022, Coinbase enabled UK customers to link their bank accounts directly to their cryptocurrency accounts, enhancing transaction security and speed. Revolut's Seamless Transition: As a digital bank, Revolut uses open banking to bridge traditional and digital currencies effortlessly. Gemini: This crypto exchange simplified cryptocurrency transactions in 2022 by incorporating open banking, allowing direct bank account connections. Coinbase and Open Banking: In 2022, Coinbase enabled UK customers to link their bank accounts directly to their cryptocurrency accounts, enhancing transaction security and speed. Coinbase enabled UK customers Coinbase enabled UK customers Revolut's Seamless Transition: As a digital bank, Revolut uses open banking to bridge traditional and digital currencies effortlessly. Revolut uses open banking Revolut uses open banking Gemini: This crypto exchange simplified cryptocurrency transactions in 2022 by incorporating open banking, allowing direct bank account connections. transactions in 2022 transactions in 2022 Future Directions in Crypto and Open Banking The trajectory of open banking and cryptocurrency integration is poised for expansive growth, driven by regulatory developments and increasing consumer adoption. Projected to burgeon from $57 billion in 2023 to $330 billion by 2027, open banking transactions are set to soar . Concurrently, the cryptocurrency market is expected to escalate from $910.3 million in 2021 to $1.9 billion by 2028. $57 billion in 2023 $57 billion in 2023 Upcoming Regulatory Landscapes Europe's PSD3 and Crypto Regulations: Scheduled for 2024, these regulations aim to enhance API quality and heighten security measures, while the MiCA framework will standardise operational protocols for cryptocurrency businesses. Europe's PSD3 and Crypto Regulations: Scheduled for 2024 , these regulations aim to enhance API quality and heighten security measures, while the MiCA framework will standardise operational protocols for cryptocurrency businesses. Scheduled for 2024 Scheduled for 2024 Michael Bystrov, Chief Revenue Officer at Noda said "Elevate your business with Noda’s comprehensive open banking solutions. Our platform is engineered with advanced AI and machine-learning technologies to streamline your payment processes and expand your operational capabilities. At Noda, we prioritize your transactional efficiency and growth." Michael Bystrov, Chief Revenue Officer at Noda said "Elevate your business with Noda’s comprehensive open banking solutions. Our platform is engineered with advanced AI and machine-learning technologies to streamline your payment processes and expand your operational capabilities. At Noda , we prioritize your transactional efficiency and growth." Noda Noda This exploration underscores the mutual benefits and vast potential of integrating open banking with cryptocurrency practices, highlighting a future rich with opportunities for innovation and enhanced financial inclusivity.

Crypto and Open Banking: Synergies, Real-world Applications, and Future Prospects 

ক্রিপ্টো এবং ওপেন ব্যাঙ্কিং: সিনার্জি, রিয়েল-ওয়ার্ল্ড অ্যাপ্লিকেশন, এবং ভবিষ্যত সম্ভাবনা 

Krypto und Open Banking: Synergien, reale Anwendungen und Zukunftsaussichten

Cripto y banca abierta: sinergias, aplicaciones del mundo real y perspectivas futuras 

Crypto et banque ouverte : synergies, applications concrètes et perspectives d'avenir 

क्रिप्टो और ओपन बैंकिंग: तालमेल, वास्तविक दुनिया के अनुप्रयोग और भविष्य की संभावनाएं

暗号通貨とオープンバンキング：相乗効果、実世界での応用、そして将来の展望

암호화폐 및 오픈 뱅킹: 시너지 효과, 실제 적용 및 미래 전망 

Criptomoedas e Open Banking: Sinergias, Aplicações no Mundo Real e Perspectivas Futuras 

Криптовалюта и открытый банкинг: синергия, реальные приложения и перспективы на будущее 

Kripto ve Açık Bankacılık: Sinerjiler, Gerçek Dünya Uygulamaları ve Gelecek Beklentileri 

Tiền điện tử và ngân hàng mở: Sự phối hợp, ứng dụng trong thế giới thực và triển vọng trong tương lai 

加密货币与开放银行：协同作用、实际应用和未来前景

When James Cameron first teased Terminator 2 back in the day, it was through a 90-second teaser that showed an automated robot factory pumping out endless rows of robots, ending with a shot of Arnold as the build process completed. Pure pulp fiction. Or was it? Fast forward to 2024, and we are now entering the era of the hyperfactory, where the main body of cars is autonomously assembled every 76 seconds. No, that’s not a mistype because Xaoimi, the smartphone OEM, has entered the electric vehicle arena with the SU7 and with it, a factory setup that is 91% automated with 400 robots armed with HD cameras and can operate in the dark. It reminds me of the time I spent on stage at the Big Data Expo in China with the chairman of Foxconn, and we debated the merits of running a smartphone factory with the lights off — because who needs lights when it’s just the robots running the show? The factory of the future will have only two employees, a man and a dog. The man will be there to feed the dog. The dog will be there to keep the man from touching the equipment.
— Warren Bennis Watching the keynote reveal is an eye-opening vision of the future of manufacturing but not in the way you think. “We have 269 welding machines to achieve 100% automated production and have the 36 robots to achieve 0.5 millimeters of assembly precision” “…industry leading seven axis coating robots with 70,000 RPM, it can make the paint coverage extremely fine balanced. This produces a natural flat and smooth finish..” “AMR robots that can replace forklifts/internal transport around the factory…” The best part is that the cars can then drive themselves off the factory line with the autopilot software that the company has introduced. In all, it’s a fascinating look at the future of car manufacturing. But there’s something else to consider. We are looking at the precursor of mass-produced, highly automated robot and drone production, something that I can’t help but compare to that dystopian movie. Because, let’s face it, everything is starting to point towards it. We have major AI players all rushing to give their hyperbolic algorithms some form of physical embodiment to contextually understand the world around them in a new dimension. The idea that military, DARPA, or even startup funding won’t find its way to a hyperfactory of this kind is ludicrous because they’ll be eyeing this up as a way to mass-produce killer drones and robotic tech in the blink of an eye if it means flooding the market with robotic slaves. One of the best (read: accurate) dystopian movies of the future to this day is Elysium by Neill Blomkamp, but even then, his vision of a robotic factory is forcing human labor to manufacture the military machines that take the piss on a daily basis. It just won’t be like that. It’s time to pay close attention to other industries for clues as to how stuff like Terminator or The Matrix could feasibly come true — our hubris in automating the human out of every job role and process will ultimately lead us to a path where automation can be easily retooled and reprogrammed to manufacture something else. And it won’t be a Roomba. When James Cameron first teased Terminator 2 back in the day, it was through a 90-second teaser that showed an automated robot factory pumping out endless rows of robots, ending with a shot of Arnold as the build process completed. Pure pulp fiction. Or was it? Fast forward to 2024, and we are now entering the era of the hyperfactory, where the main body of cars is autonomously assembled every 76 seconds. Fast forward to 2024, and we are now entering the era of the hyperfactory , where the main body of cars is autonomously assembled every 76 seconds. hyperfactory No, that’s not a mistype because Xaoimi, the smartphone OEM, has entered the electric vehicle arena with the SU7 and with it, a factory setup that is 91% automated with 400 robots armed with HD cameras and can operate in the dark. It reminds me of the time I spent on stage at the Big Data Expo in China with the chairman of Foxconn, and we debated the merits of running a smartphone factory with the lights off — because who needs lights when it’s just the robots running the show? It reminds me of the time I spent on stage at the Big Data Expo in China with the chairman of Foxconn, The factory of the future will have only two employees, a man and a dog. The man will be there to feed the dog. The dog will be there to keep the man from touching the equipment. — Warren Bennis The factory of the future will have only two employees, a man and a dog. The man will be there to feed the dog. The dog will be there to keep the man from touching the equipment. The factory of the future will have only two employees, a man and a dog. The man will be there to feed the dog. The dog will be there to keep the man from touching the equipment. — Warren Bennis — Warren Bennis Watching the keynote reveal is an eye-opening vision of the future of manufacturing but not in the way you think. keynote reveal keynote reveal “We have 269 welding machines to achieve 100% automated production and have the 36 robots to achieve 0.5 millimeters of assembly precision” “…industry leading seven axis coating robots with 70,000 RPM, it can make the paint coverage extremely fine balanced. This produces a natural flat and smooth finish..” “AMR robots that can replace forklifts/internal transport around the factory…” The best part is that the cars can then drive themselves off the factory line with the autopilot software that the company has introduced. In all, it’s a fascinating look at the future of car manufacturing. But there’s something else to consider. We are looking at the precursor of mass-produced, highly automated robot and drone production, something that I can’t help but compare to that dystopian movie. We are looking at the precursor of mass-produced, highly automated robot and drone production, something that I can’t help but compare to that dystopian movie. that dystopian movie. Because, let’s face it, everything is starting to point towards it. We have major AI players all rushing to give their hyperbolic algorithms some form of physical embodiment to contextually understand the world around them in a new dimension. The idea that military, DARPA, or even startup funding won’t find its way to a hyperfactory of this kind is ludicrous because they’ll be eyeing this up as a way to mass-produce killer drones and robotic tech in the blink of an eye if it means flooding the market with robotic slaves. The idea that military, DARPA, or even startup funding won’t find its way to a hyperfactory of this kind is ludicrous because they’ll be eyeing this up as a way to mass-produce killer drones and robotic tech in the blink of an eye if it means flooding the market with robotic slaves. One of the best ( read: accurate ) dystopian movies of the future to this day is Elysium by Neill Blomkamp, but even then, his vision of a robotic factory is forcing human labor to manufacture the military machines that take the piss on a daily basis. It just won’t be like that. read: accurate It’s time to pay close attention to other industries for clues as to how stuff like Terminator or The Matrix could feasibly come true — our hubris in automating the human out of every job role and process will ultimately lead us to a path where automation can be easily retooled and reprogrammed to manufacture something else. And it won’t be a Roomba.

Skynet Is Not the One You Should Be Fearing - Fear Your Favourite Car Manufacturer Instead

As global talent contends with increasingly rigid immigration policies, the landscape for EB1A visa applicants, especially those of Indian origin, has witnessed significant fluctuations in recent months. Spynn, a PR firm that helps applicants for the EB-1A Visa demonstrate extraordinary ability, faces new challenges in navigating these changes. In July 2023, the priority date for Indian applicants was February 2022 for final action and June 2022 for filing, presenting a backlog of just over a year. However, August 2023 brought an unexpected retrogression, moving the priority date back to January 2012, a drastic ten-year leap. This change, attributed to oversubscription in the Indian category, left the immigration community in disarray​​​​. September 2023 saw no improvement, as the retrogression to January 2012 persisted, underscoring oversubscription. With the start of fiscal year 2024 in October, there were high expectations for significant advancements. Contrary to expectations, the dates only advanced five years to January 2017, showing a significant six-year backlog​​​​. Furthermore, the November Visa Bulletin revealed no movement in any category for India, with EB-1 halting on January 1, 2017. This stagnation further emphasizes the challenges faced by Indian EB-1A applicants​​. In response to these complexities, U.S. Citizenship and Immigration Services (USCIS) issued new policy guidance on September 12, 2023, to clarify the types of evidence evaluated for EB1 eligibility, particularly those in science, technology, engineering, or mathematics (STEM) fields. This update is designed to provide more clarity and transparency, assisting petitioners in submitting appropriate evidence to establish the beneficiary’s eligibility​​. Establishing Extraordinary Ability Spynn, amidst these changes, offers a unique approach to meeting the stringent requirements set by the USCIS, navigating the evolving immigration system for their clients with extraordinary abilities. "Strategic visibility is paramount," asserts Matteo Ferretti, the driving force behind Spynn. With a rich background in public relations, Ferretti has steered the firm towards a niche focus: aligning PR efforts with the EB1A Visa's exacting publicity criteria. "Our service transcends traditional PR. We craft narratives that resonate with USCIS's definition of extraordinary ability," he emphasizes. This strategy stems from a deep understanding of U.S. immigration nuances. "The EB1A is more than meeting criteria; it's about weaving a compelling story that showcases unparalleled expertise," Ferretti notes. Data and Future Trends The demand for EB1A Visas in India has escalated by 20% in 2023 compared to the previous year. Despite the application surge, the approval rate remains steady at around 40%, reflecting the visa's stringent criteria. "The figures are telling. The EB1A is designed for individuals of exceptional ability, and demonstrating this is quite a challenge," remarks an industry insider, raising questions about the efficacy of PR tactics in securing the visa. Spynn, however, challenges this viewpoint with its impressive track record. "95% of our Indian clients have successfully obtained their EB1A Visas," declares Ferretti from the firm. Their approach encompasses a comprehensive strategy that extends beyond mere publicity. "We customize our strategies to highlight the distinct strengths and accomplishments of each applicant," he elaborates. Ferretti anticipates a 25% rise in applications from India over the next five years, signaling an increasing reliance on their specialized services in navigating the complexities of the EB1A visa process. Global Operations and Customized Strategies Spynn's services extend beyond U.S. borders. "Talent is universal, but opportunities are not always equally accessible. We aim to bridge this gap," Ferretti says. The company serves clients from diverse regions and professional backgrounds, offering effective strategies tailored to local needs. However, some critics argue that a one-size-fits-all approach may not be practical for a U.S.-specific program like the EB1A Visa. Ferretti acknowledges this but emphasizes the company's flexibility. "Each client receives a customized strategy that considers both USCIS criteria and their unique contributions to their field," he explains. Spynn's Adaptability and Vision As countries become more selective in their immigration policies, only the most qualified individuals will succeed in crossing borders. Spynn aims to guide these talents. "We're more than a company; we're part of a larger movement to make the world accessible for extraordinary talents," Ferretti concludes. His vision is grounded in a practical understanding of immigration trends."The rules are changing, and we're prepared to adapt our strategies to meet these new challenges," he adds. In a world that's becoming increasingly insular, Spynn offers a glimmer of hope. Their unique approach to the EB1A Visa application process is not just a business strategy; it's a practical necessity in today's competitive global environment. This piece was published as part of HackerNoon’s Business Blogging Program. For more details, please click here. As global talent contends with increasingly rigid immigration policies, the landscape for EB1A visa applicants, especially those of Indian origin, has witnessed significant fluctuations in recent months. Spynn, a PR firm that helps applicants for the EB-1A Visa demonstrate extraordinary ability, faces new challenges in navigating these changes. EB-1A Visa EB-1A Visa In July 2023, the priority date for Indian applicants was February 2022 for final action and June 2022 for filing, presenting a backlog of just over a year. However, August 2023 brought an unexpected retrogression, moving the priority date back to January 2012, a drastic ten-year leap. This change, attributed to oversubscription in the Indian category, left the immigration community in disarray​​​​. September 2023 saw no improvement, as the retrogression to January 2012 persisted, underscoring oversubscription. With the start of fiscal year 2024 in October, there were high expectations for significant advancements. Contrary to expectations, the dates only advanced five years to January 2017, showing a significant six-year backlog​​​​. Furthermore, the November Visa Bulletin revealed no movement in any category for India, with EB-1 halting on January 1, 2017. This stagnation further emphasizes the challenges faced by Indian EB-1A applicants​​. In response to these complexities, U.S. Citizenship and Immigration Services (USCIS) issued new policy guidance on September 12, 2023, to clarify the types of evidence evaluated for EB1 eligibility, particularly those in science, technology, engineering, or mathematics (STEM) fields. This update is designed to provide more clarity and transparency, assisting petitioners in submitting appropriate evidence to establish the beneficiary’s eligibility​​. Establishing Extraordinary Ability Establishing Extraordinary Ability Spynn, amidst these changes, offers a unique approach to meeting the stringent requirements set by the USCIS, navigating the evolving immigration system for their clients with extraordinary abilities. "Strategic visibility is paramount," asserts Matteo Ferretti, the driving force behind Spynn. With a rich background in public relations, Ferretti has steered the firm towards a niche focus: aligning PR efforts with the EB1A Visa's exacting publicity criteria. "Our service transcends traditional PR. We craft narratives that resonate with USCIS's definition of extraordinary ability," he emphasizes. "Strategic visibility is paramount," "Our service transcends traditional PR. We craft narratives that resonate with USCIS's definition of extraordinary ability," This strategy stems from a deep understanding of U.S. immigration nuances. "The EB1A is more than meeting criteria; it's about weaving a compelling story that showcases unparalleled expertise," Ferretti notes. "The EB1A is more than meeting criteria; it's about weaving a compelling story that showcases unparalleled expertise," Data and Future Trends Data and Future Trends The demand for EB1A Visas in India has escalated by 20% in 2023 compared to the previous year. Despite the application surge, the approval rate remains steady at around 40%, reflecting the visa's stringent criteria. " The figures are telling. The EB1A is designed for individuals of exceptional ability, and demonstrating this is quite a challenge ," remarks an industry insider, raising questions about the efficacy of PR tactics in securing the visa. The figures are telling. The EB1A is designed for individuals of exceptional ability, and demonstrating this is quite a challenge Spynn, however, challenges this viewpoint with its impressive track record. "95% of our Indian clients have successfully obtained their EB1A Visas ," declares Ferretti from the firm. Their approach encompasses a comprehensive strategy that extends beyond mere publicity. " We customize our strategies to highlight the distinct strengths and accomplishments of each applicant ," he elaborates. Ferretti anticipates a 25% rise in applications from India over the next five years, signaling an increasing reliance on their specialized services in navigating the complexities of the EB1A visa process. "95% of our Indian clients have successfully obtained their EB1A Visas We customize our strategies to highlight the distinct strengths and accomplishments of each applicant Global Operations and Customized Strategies Global Operations and Customized Strategies Spynn's services extend beyond U.S. borders. "Talent is universal, but opportunities are not always equally accessible. We aim to bridge this gap," Ferretti says. The company serves clients from diverse regions and professional backgrounds, offering effective strategies tailored to local needs. "Talent is universal, but opportunities are not always equally accessible. We aim to bridge this gap," However, some critics argue that a one-size-fits-all approach may not be practical for a U.S.-specific program like the EB1A Visa. Ferretti acknowledges this but emphasizes the company's flexibility. "Each client receives a customized strategy that considers both USCIS criteria and their unique contributions to their field," he explains. "Each client receives a customized strategy that considers both USCIS criteria and their unique contributions to their field," Spynn's Adaptability and Vision Spynn's Adaptability and Vision As countries become more selective in their immigration policies, only the most qualified individuals will succeed in crossing borders. Spynn aims to guide these talents. "We're more than a company; we're part of a larger movement to make the world accessible for extraordinary talents," Ferretti concludes. "We're more than a company; we're part of a larger movement to make the world accessible for extraordinary talents," His vision is grounded in a practical understanding of immigration trends. "The rules are changing, and we're prepared to adapt our strategies to meet these new challenges," he adds. In a world that's becoming increasingly insular, Spynn offers a glimmer of hope. Their unique approach to the EB1A Visa application process is not just a business strategy; it's a practical necessity in today's competitive global environment. "The rules are changing, and we're prepared to adapt our strategies to meet these new challenges," This piece was published as part of HackerNoon’s Business Blogging Program. For more details, please click here. This piece was published as part of HackerNoon’s Business Blogging Program. For more details, please click here . here

Proving Extraordinary Ability for the EB-1A Visa, According to Spynn

Hey there, digital creators! Let's talk about something exciting and a bit mind-blowing - AI’s role in web development. Now, before you imagine robots stealing our jobs, that's not our focus here. We're diving into how AI is shaking things up in the best way possible. Think about it: isn’t it cool when tedious tasks get handled by smart tools, or when you get insights that make your design just ? That’s the kind of stuff AI is bringing to the table. But it’s not all sunshine and rainbows. We’ve got to tackle the tough parts too, like what it means for our online privacy or the skills we need to keep up with the AI wave. pop So, stick around! We’re about to take a rollercoaster ride through the ups and downs of AI in our world. And who knows? You might get the itch to give these AI tools a whirl in your next project. Current State of AI in Web Development Alright, let’s get down to business and talk about where we’re at with AI in web development. It's not just sci-fi stuff anymore; AI is here, and it’s making some noise. First off, we've got AI making our lives easier with things like code completion. You know when you're typing, and the perfect piece of code just pops up like it read your mind? That’s all thanks to AI’s language processing, learning from tons of code it’s analyzed. It’s like having a buddy who’s seen it all and gives you insider tips. Then there are the design assistants. These aren't your typical “clippy” helpers; they're advanced tools that suggest design elements, layouts, and even color schemes. Imagine getting real-time feedback about your design choices, almost like a co-designer who’s really into data and trends. But wait, there's more! AI is also our sidekick for testing and debugging. It can automatically spot bugs, and point out what’s off, and some tools can even fix issues on the fly. So, those long nights squinting at lines of code? They might just be a thing of the past. And we can't forget the chatbots. AI-powered chatbots on websites are getting so smart that sometimes it’s hard to tell you’re not chatting with a real person. They’re handling customer questions, guiding users through sites, and providing help 24/7. So, that’s the snapshot of our AI world right now. It’s like having a new set of superpowers, but instead of a cape, we’ve got algorithms and machine learning. And this is just the beginning — there’s a lot more on the horizon! Benefits of Integrating AI Into Web Development Now, let's chat about the good stuff — the real cherry-on-top moments that AI brings to our web development game. We’re not just talking about making things faster or easier (though, there’s plenty of that); it’s about upping the ante across the board. : Remember the days of repetitive coding tasks that felt like a never-ending loop? AI’s cutting that down in a big way. With smart automation, we’re freeing up loads of time. That means we can focus on the cool stuff, like innovation and creativity. It’s like having a personal assistant who handles the grunt work while we brainstorm the next big thing. Saving Time Like a Pro : AI lets us give users the VIP treatment with ultra-personalized experiences. Based on user behavior and preferences, AI tweaks websites in real-time to resonate with visitors. It’s like being a mind reader who can tailor your site to what users want, sometimes even before they know it! Hello, Personalization! : Ever been on a website and felt like it just ? That’s AI at work. Smart recommendations, intuitive navigation, and interactive elements make users feel at home. It’s about crafting experiences that are not just user-friendly but user-adoring. Making Websites Smarter gets you : With AI, we’re not just making sites for some; we’re making them for everyone. AI tools can automatically adjust your website for visually impaired users, translate languages on the fly, and much more. It’s about knocking down barriers and rolling out the red carpet for all. Ace Accessibility : In a world where online threats are like plot twists in a spy movie, AI is our secret weapon. It monitors patterns, fights off hacking attempts, and keeps data locked down tight. Think of it as your website’s personal bodyguard. Boosting Security : AI doesn’t just go with its gut; it’s all about the data. It helps analyze how your site’s doing, providing insights and reports that are gold for making improvements. It’s like having a coach who gives you play-by-play feedback on your game. Analyzing Performance So, there you have it. Integrating AI isn’t a nice-to-have; it’s a game-changer. It’s like your website is cruising on a highway, and AI is the turbo boost taking it to new speeds. And the best part? We’re just scratching the surface! Challenges and Considerations Alright, friends, it's time to get real. Integrating AI into web development isn't a walk in the park. It's more like a hike — super rewarding but with some uphill battles. Let's unpack the not-so-pretty side of our AI journey. : Here’s the deal: AI is fantastic for automation, but can it be creative? Sure, it can suggest designs based on data, but what about that human touch, that spark of genius? There’s a fine line between helpful suggestions and stifling creativity. We’ve got to find the balance. Creativity vs. Automation : Getting on the AI train isn’t so simple. There’s a bunch to learn, and guess what? AI is always evolving. It’s like trying to catch a moving train sometimes. So, we’ve got to invest time in learning and keeping up-to-date, which can be pretty daunting. The Learning Curve : With great data comes great responsibility. AI needs heaps of data to function, but handling that data? Big challenge! We’re talking about security risks, privacy concerns, and ethical dilemmas. It’s a whole thing, and we’ve got to navigate it carefully. Data Privacy : Let’s talk cash. Implementing AI can mean fancy tools and new resources. It’s not always cheap, and for many, budget is a big deal. Weighing the costs versus the benefits is a must-do exercise. Cost Implications : Here’s a tricky one. AI tools are super helpful, but leaning on them too much? Risky business. We might get comfy and stop pushing the boundaries, or worse, lose our problem-solving edge. Keeping our skills sharp while embracing AI is the tightrope we walk. Overdependence : AI’s not just about tech; it’s about people. Creating echo chambers, influencing decisions, cultural sensitivity in design — there’s a lot of power here, and wielding it wisely is non-negotiable. We’re not just developers; we’re guardians of ethical web space. Ethical Quandaries Phew! That’s a lot, right? But knowing the challenges means we’re prepared, and being prepared is half the battle won. It’s about embracing AI but staying woke — understanding the risks, asking the tough questions, and keeping it real. Onward, trailblazers! Case Studies/Real-World Applications Let's take a break from the hypothetical and dive into the real world where AI isn't just a concept; it's a practical tool reshaping how we build the web. We're not naming specific companies (they're out there, and you've probably encountered a few!), but here are some scenarios where AI made a noticeable difference. AI-Powered Personalization in E-Commerce: Imagine an online shopping experience that feels like everything was picked just for you. That's AI working behind the scenes, analyzing user behavior, and making real-time suggestions. It's not just about showing you more of what you like, but also surprising you with things you love but haven't discovered yet. For e-commerce, this means happier customers and, of course, better sales. Automated Quality Assurance Saves the Day: Here's a toast to the end of sleepless nights before a product launch! With AI-driven testing tools, identifying and fixing bugs doesn't have to be a manual marathon anymore. These tools are like an extra pair of eyes that never get tired, scanning every nook and cranny of the code, ensuring everything's in top shape for the big day. Breaking Language Barriers: Expanding your website's reach globally? AI's got your back, offering smart translation that goes beyond words and dives into cultural context. It's not just "Hello" and "Hola"; it's about making every user feel like the content speaks directly to them, no matter where they are. Championing Web Accessibility: AI isn't just about business; it's also about making the web a place for everyone. With smart accessibility features, websites can now be more usable for people with disabilities. Think of dynamic font size adjustments, color contrast settings, and screen reader optimizations. It's the web saying, "Welcome, this place is for you too." The Unsung Heroes of Cybersecurity: In the ongoing battle against cyber threats, AI is the silent guardian watching over websites. It learns from patterns, anticipates risks, and takes action before threats materialize. For website owners, it's peace of mind; for users, it's a promise of safety. These aren't just success stories; they're proof that AI is here, making a difference. It's exciting, it's evolving, and it's very much real. So, the next time you're impressed by a website feature, there might just be AI magic working behind the curtain! Preparing for an AI-Driven Future As we ride this wave of digital evolution, one thing's clear: AI isn't just a fleeting trend; it's the future knocking on our door. So, how do we, as web developers, prep for this AI-driven scene? It's all about adaptability, continuous learning, and a dash of curiosity. : AI’s changing the game, folks. We’ve got to keep our skills fresh and our knowledge up-to-date. Dive into AI-related resources, join webinars, take courses, or even tinker with AI tools on your projects. Stay curious, stay hungry. Never Stop Learning : Let’s face it, stepping out of our comfort zones can be daunting, but that’s where growth happens. Don’t shy away from projects that push you into the AI realm. Be the one who’s eager to experiment and adapt. Embrace the Change : With great power comes great responsibility, right? As we wield AI’s capabilities, it’s crucial to keep the ethical implications in mind. That means respecting user data, valuing privacy, and ensuring transparency. It’s not just about what we can do, but what we should do. Ethics Matter : No one’s alone in this. Being part of a community means sharing insights, learning from others, and maybe even collaborating on projects. Let’s not forget, even with AI, the human touch is what makes the difference. Community and Collaboration Preparing for an AI-driven future isn’t about predicting it perfectly; it’s about being ready to ride the wave, adapt, and make the most of it when it comes. Conclusion: So, there we have it! We’ve journeyed through the AI landscape in web development, uncovered its potential, and even peered into the future. What’s apparent is that AI is more than just code; it’s a tool that amplifies our human capabilities. It’s not here to take over but to elevate. As we embrace AI, we’re not just coding websites; we’re crafting experiences, solving real-world problems, and maybe, just maybe, making the world a little better. So, to all the web developers out there: let’s welcome AI into our toolkit, explore with gusto, create with empathy, and above all, let’s pioneer responsibly into this exciting digital frontier! Remember, the future isn’t written in stone; it’s coded one line at a time. And with AI in our corner, who knows what incredible chapters we’ll pen next?

Embracing the Future: The Unexplored Synergy of AI in Web Development

Machine learning models that can understand and generate both images and text have seen rapid progress recently. But how can we get these "multimodal" models to synergize and mutually boost their abilities in comprehending and creating visual and textual content? That's the key question tackled in an interesting from Anthropic, Tsinghua University, Xi'an Jiaotong University, and MEGVII Technology. new paper Why This Matters Multimodal models could be transformative for how we interact with AI systems. Imagine asking your personal assistant to not just describe a concept but also generate or edit an image to illustrate it. Or searching for media on the internet by describing it instead of keywords. Enabling fluid joint understanding and generation of vision and language is a stepping stone toward more natural and intuitive human-AI interaction. The Technical Stuff The authors propose , a novel framework for training large multimodal language models (MLLMs) that can both understand and generate images and text. DREAMLLM Here are the key elements: Uses for image generation, which creates images by gradually refining random noise into the desired output. This avoids compressing images into discrete tokens that lose details. diffusion models Images are generated by - getting a pretrained diffusion model like Stable Diffusion to guide the training instead of trying to reproduce its internal representations. This prevents information loss. score distillation Trains the model to generate with both text and images, modeling all possible combinations of conditioned outputs. This unified approach allows full learning synergy. free-form interleaved documents Introduces " " - learnable embeddings that extract multimodal semantics from the MLLM to condition image generation, avoiding tampering with its core output space. dream queries Experiments show SOTA results on common multimodal benchmarks, significantly outperforming other MLLMs. DREAMLLM also demonstrates promising zero-shot capabilities in conditional image generation, compositional image editing, and generating coherent interleaved content from prompts. The Significance in Plain English This work moves us closer to AI assistants who can truly understand and generate both visual and textual information. Key takeaways: By training on free-form documents, DREAMLLM learns real-world patterns of interleaving text and images. This helps it develop a joint understanding of vision and language. Modeling images as pixels instead of discrete tokens preserves visual details. The dream queries act as an interpreter between modalities. Not forcing the model to match CLIP's image representations avoids bottlenecks and allows full knowledge transfer between modalities. Strong zero-shot performance shows the model develops a robust general intelligence spanning both images and text. Capabilities like conditional image editing hint at future applications in quickly generating customized visual content. Of course, we're still far from human-level intelligence. There are concerns about bias, safety, and misuse of generative models. But frameworks like DREAMLLM point the way towards more capable and cooperative AI assistants in the future. The key insight is that jointly training generative abilities in both images and text leads to superior understanding and creativity overall. As AI continues crossing modalities, finding synergies between perception, reasoning, and creation will pave the path ahead. Also published . here

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