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AI can Track Unsafe Food by Surveying Customer Reviews

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The researchers from Boston University developed a new AI, called BERT, that detects unsafe food. This AI uses Amazon customer reviews to tell which food is safe and which isn’t. Its accuracy is about 74% which isn’t too bad to begin with.

It detects any food that’s contaminated with chemicals, toxins, pathogens. After eating unsafe food, many of the people become ill, this AI prevents that from happening. Taking into consideration the global health program, the researchers arrived at this AI Program that uses world’s largest online retailer to help detect unsafe food items.

It follows an elaborate process. The developers of the AI linked the Amazon.com food reviews with the AI BERT(Bidirectional Encode Representation from Transformations). The 1,297,156 reviews from Amazon.com linked with the food products made it easy for the users.

Dr. Elaine Nsoesie, the assistant professor of global health at BUSPH informed that- “Health departments in the US are already using data from twitter, yelp and Google for monitoring foodborne diseases.”

The unsafe food products are a global food threat. And BERT is an intelligent way to deal with it. The WHO reports that about 600 million people suffered from illness because of contaminated food. BERT helps to track the unsafe food products and help generate food recalls.

Now the developers want to take the AI up a notch by adding not just reviews from Amazon, but product reviews from other websites and social media as well, like Twitter, Facebook. This way any product labelled foul or rotten , or anything bad gets the unsafe tag.

It isn’t the first time researchers used social media platforms for reviews. Many health organisations monitor food products by referring to the social media as well. Surveillance of food products is important and BERT is in the game to do play its role. The researchers said that BERT will stop any foodborne disease outbreaks and prevent illness and deaths.

From television to the internet platform, Jonathan switched his journey in digital media with Bigtime Daily. He served as a journalist for popular news channels and currently contributes his experience for Bigtime Daily by writing about the tech domain.

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The Evolution and Impact of Crypto Swapping in the Financial Landscape

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Introduction

The rise of cryptocurrencies has revolutionized how we think about money and how we handle financial transactions. Among these innovations, the ability to swap crypto is a significant development, enabling a more fluid exchange of digital assets. This method allows for directly swapping one cryptocurrency for another without the need for traditional financial intermediaries, such as banks or conventional exchanges. Specifically, swap crypto platforms help these transactions through decentralized systems that enhance user autonomy and security. This article delves into the intricacies of crypto swapping, exploring its mechanisms, advantages, challenges, and potential to reshape the financial ecosystem. By examining how swap crypto functions within the broader context of digital finance, we gain insights into its transformative impact on personal and commercial financial practices.

Understanding Crypto Swapping

Crypto swapping refers to the exchange of one cryptocurrency for another. This can happen on various platforms, including centralized exchanges (CEXs) and decentralized exchanges (DEXs). However, the unique aspect of crypto swapping often refers to its operation on DEXs, which use smart contracts on blockchains like Ethereum to help peer-to-peer exchanges without the need for a central authority. These smart contracts automate the transaction process, ensuring that the terms of the swap are enforced transparently and without bias. The decentralized nature of DEXs enhances security by reducing the risk of hacks associated with centralized repositories and increases privacy, as transactions do not need personal information to be disclosed. Furthermore, DEXs often provide more diverse trading pairs and can help direct swaps across different blockchain networks, expanding the versatility and reach of crypto swapping. This method significantly contributes to the fluidity and interoperability of the cryptocurrency market, promoting greater integration and utility across various blockchain ecosystems.

The Mechanics of Crypto Swapping

The technology behind crypto swapping depends on using smart contracts. These are self-executing contracts with the terms of the agreement directly written into lines of code. In the context of DEXs, intelligent contracts automate the transfer of cryptocurrencies between parties once predetermined conditions are met, ensuring trust and eliminating the need for intermediaries. Platforms like Uniswap, Sushiswap, and PancakeSwap have popularized this model by offering liquidity pools. These pools are funded by users who deposit pairs of tokens, which are then available for others to trade against. When a user initiates a swap, the intelligent contract adjusts the prices based on the pool’s supply and demand dynamics, executing the trade instantly. This method simplifies the trading process and enhances efficiency by minimizing the time lag often encountered in traditional trading environments. Additionally, it democratizes access to financial markets by allowing virtually anyone to become a liquidity provider, potentially earning transaction fees. This dynamic fosters a more inclusive financial ecosystem and underscores the transformative potential of blockchain technology in reshaping traditional economic structures.

Advantages of Crypto Swapping

  1. Increased Accessibility: Crypto swapping democratizes access to financial markets. Anyone with an internet connection can swap tokens without approval from traditional gatekeepers like banks.
  2. Enhanced Security: By decentralizing the exchange process, crypto swapping reduces the risk of hacks and security breaches that can plague centralized platforms.
  3. Lower Costs: Without the overhead associated with traditional financial institutions, crypto swapping can significantly reduce transaction fees.
  4. Immediate Settlement: Transactions on DEXs can be settled almost instantly, unlike traditional banking transactions, which can take days.

Real-Life Impact

Example 1: Emerging Markets In countries with unstable currencies or restrictive financial systems, crypto swapping provides a viable alternative for individuals to obtain more stable, internationally-recognized currencies like Bitcoin or Ethereum. For instance, Venezuelans have turned to cryptocurrencies amidst economic turmoil to preserve their savings and engage in commerce.

Example 2: Entrepreneurial Ventures Startups increasingly use crypto swapping to manage their finances more efficiently. By leveraging DEXs, these companies can avoid the hefty fees and bureaucratic hurdles associated with cross-border transactions, fostering a more global approach to business operations.

Challenges Facing Crypto Swapping

  1. Regulatory Hurdles: The lack of clear regulations around cryptocurrencies and DEXs poses challenges, including potential future restrictions that could affect the accessibility of crypto swapping.
  2. Market Volatility: The prices of cryptocurrencies can be highly volatile. Rapid price fluctuations can lead to market instability and affect the reliability of executing swaps at desired prices.
  3. Technical Barriers: Using DEXs and understanding blockchain technology need a certain level of technical knowledge, which can be a barrier for the average user.
  4. Liquidity Issues: Some less popular tokens may face liquidity issues on DEXs, making it difficult to execute large orders without impacting the market price.

The Future of Crypto Swapping

As blockchain technology evolves and more users become comfortable with digital currencies, the scope of crypto swapping will likely expand. Innovations like cross-chain swapping and integration with traditional financial systems could further enhance usability and appeal. Moreover, with increasing attention from regulators worldwide, more precise guidelines could lead to more widespread adoption and integration of crypto swapping into mainstream financial practices.

Conclusion

Crypto swapping is more than a technological novelty; it represents a fundamental shift in how individuals and businesses interact with the global financial system. By offering a secure, efficient, and accessible means of exchanging value, crypto swapping has the potential to contribute significantly to the democratization of finance. This shift could empower individuals by giving them direct control over their financial transactions, thereby reducing dependency on traditional banking institutions and systems that often impose cumbersome processes and high fees. Moreover, businesses could leverage this technology to streamline operations, cut transaction costs, and expand into global markets with fewer barriers. However, navigating the associated challenges and ensuring a favorable regulatory environment will be crucial for realizing its full potential. As such, ongoing dialogue between innovators, regulators, and stakeholders is essential to forge regulatory frameworks that safeguard participants while fostering innovation. In this evolving landscape, crypto swapping stands not as a disruption but as a transformative force with the power to redefine financial engagement on a global scale.

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