The interpretation of human-level explanations by humans complicates the computation of AI systems in ML
The study of human cognition at its most fundamental level, known as basic cognitive processing, is called cognitive science. Psychology, neurology, and cognitive neuroscience are the main fields of study for cognitive science. Many of their discoveries have significant applications to AI, namely the discipline of machine learning. Interestingly, research in neurophysiology and micro-mapping supports the notion that complex mental operations can be explained at the system level. AI systems operate in many ways like simplified versions of our brains.
Every day, AI becomes more intelligent. AI will be liable to the same restrictions as people if it attains a level of intelligence similar to that of humans. The interpretation and formation of human-level explanations by humans complicate the computation of AI systems in ML. Principles of intuition and brain research suggest that people have particular preferences for interpreting facts even before they express them. But if we rely on AI too much, we risk underestimating the importance of human behavior. Furthermore, even while AI systems are improving in a myriad of ways, we still do not fully understand how humans accomplish similar but more difficult tasks in these fields. Even when we attempt to define what is “human,” the distinctions become increasingly hazy.
The availability heuristic, which asserts that people typically depend more on data that confirms their present ideas, is a notable cognitive bias when it relates to AI choices. We frequently gravitate toward the most relevant or logical interpretation of the given evidence when faced with conflicting or ambiguous data. This tactic may work in certain circumstances, but in many, it can lead to an unbreakable unending loop of failure. Memory leakages, which happen when algorithms depend heavily on heuristics for decision-making and end up depending on irrelevant or outdated information, are a classic example.
Humans prefer to use heuristics while making decisions, which is easy to observe (or so we believe), but these biases are automatic and unconscious, making them challenging to identify. There is every reason to think that humans have been utilizing biases in daily life since the days of the hunter-gatherer culture for a very long time. Many of the skills that humans possess today, such as language and math, have already been acquired with the aid of various learning strategies, such as mirroring. Learning information is not difficult. Our brain can swiftly decode it.
To assert that bias still plays a small role in human decision-making would be incorrect. Even though improved filtering methods are constantly being developed, there is currently no single solution for AI advancement. We are aware that AI and human minds are both still susceptible to error. This implies that no AI system will ever completely replace a person in any of its computations, regardless of how proficient neural networks evolve at anticipating the next course of action.
Since cognitive biases are rooted in human nature and are unlikely to disappear, AI systems will need to consider them. An AI system that is perfect cannot be made. The methods currently in use can only be enhanced, optimized, and refined while providing every other part of the system a human-like quality. The more you are aware of cognitive bias, the more effectively you can use ML and AI.
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PrivaCrip to Power a Blockchain Network That Could Follow Cardano & XRP
When the first decentralised blockchain was popularised in 2008 by Satoshi Nakamoto, the door was open for people across the globe to transact more securely and seamlessly. Many blockchain networks have been built and powered by native crypto tokens, including PrivaCrip (PRCR).
Native tokens exist for several reasons. Aside from acting as digital currencies, they perform various functions. Helping blockchains improve data traceability, security, transparency, and trustworthiness shared throughout the network. They also assist in reducing costs through their ever-evolving efficient methods.
Cardano (ADA) and Ripple (XRP) are among the best blockchain-based cryptos that this article will discuss. We will also look at how PrivaCrip (PRCR) will power a blockchain network set to launch into the crypto space.
Top Tier Crypto Makes its Mark – Cardano (ADA)
Cardano (ADA) has been around in the crypto space since 2017. The Proof-of-Stake (PoS), Ouroborous Cardano (ADA), was established using a research-based methodology.
Research is the backbone of Cardano (ADA) and is integral to its success in the cryptocurrency market. Cardano (ADA) uses an evidence-driven mechanism and peer-reviewed research to run its ecosystem to drive its evolution.
Among many things, Cardano (ADA) helps establish DeFi products and provides a suite of financial solutions. Crypto enthusiasts can stake Cardano (ADA) for a chance to earn rewards for their holdings.
With 2022 providing challenges in cryptocurrencies across the globe, Cardano (ADA) is one of the few cryptos to see a surge in on-chain trading volume this year. CoinMarketCap lists Cardano (ADA) as the 7th largest crypto by market capitalization at the time of writing.
Making Waves – Ripple (XRP)
Launched in 2012, Ripple (XRP) is a leading provider of crypto solutions for businesses. Ripple (XRP) provides developers with a solid open-source foundation for executing demanding projects. It is fast, energy-efficient, cost-effective, and reliable.
The solutions provided by Ripple (XRP) enable developers to solve inefficiencies, including asset tokenization and remittance. Therefore, individuals and businesses may apply Ripple (XRP) for DeFi, payments, tokenization, and more.
Crypto enthusiasts with a long-term focus may find Ripple (XRP) a valuable investing tool. Token holders can use Ripple (XRP) for staking its mainnet platform for a chance to grow their earnings and maximise profit.
The New Face Of Privacy – PrivaCrip (PRCR)
The soon-to-launch PrivaCrip (PRCR) is a cryptocurrency built for Web3 data privacy. It will allow users to develop and use permissionless and privacy-preserving applications. This unique feature of PrivaCrip (PRCR) secures apps, protects users, and fosters the creation of many new Web3 uses.
PrivaCrip (PRCR) will drive a blockchain that creates a more empowering and inclusive internet. It will enable developers to build secure dApps using private contracts based on original privacy research (OPR) to revolutionise Web3.
PrivaCrip (PRCR) will begin pre-sale soon and has an initial token price of 0.10 USD. According to the whitepaper, there will be a total supply of 190 million tokens, of which 40% of the total supply will go to the pre-sale.
Crypto enthusiasts who purchase PrivaCrip (PRCR) during the pre-sale will receive the most significant long-term rewards and bonuses. Those who buy with Bitcoin (BTC) will receive a 10% bonus. Also, those using Ethereum (ETH) to purchase will receive 15% of the total PrivaCrip (PRCR) they purchase as a bonus.
10% of PrivaCrip’s (PRCR) total supply is up for distribution as staking rewards, meaning that token holders who stake will receive rewards for their contribution to the crypto’s advancement.
Blockchain networks are continuously evolving, and so are the crypto tokens that power them. Cardano (ADA) and Ripple (XRP) have contributed tremendously to the success of their blockchain networks, gathering mass appeal.
PrivaCrip (PRCR), for its part, will drive a security-enabled blockchain and scalability in private DeFi, empower data tokenization, and bring together a fast-growing community. Acting on its promise, it has the potential to become the next big mover in cryptocurrency.
For more on PrivaCrip (PRCR), check below:
Cardano (ADA) Withdrawal Fees Waved by Bitrue Exchange
Singapore-based cryptocurrency exchange made Cardano one of its base trading pairs earlier this year
Singapore-based cryptocurrency exchange Bitrue announced that it had temporarily waived withdrawal fees for the Cardano (ADA) cryptocurrency.
The trading platform says that the move is meant to celebrate the support it received from the community behind the cryptocurrency.
Users will be able to withdraw ADA without paying any fees until mid-September.
Bitrue has stressed that it wants users to have “as much choice as possible” when it comes to custody options. Those who want to hold their ADA tokens will not be able to do so without paying an additional commission.
At the same time, Bitrue has touted its “Power Piggy” yield-farm investment program for those who want to earn passive income with ADA.
As reported by U.Today, Bitrue introduced the token as its base currency back in February.
In June 2021, it also became the first cryptocurrency trading platform to add support for Cardano-based native tokens.
Last month, Bitrue also announced a staking initiative with the ADA cryptocurrency. It decided to contribute a million tokens to some of the top Cardano staking pools in an effort to boost the level of decentralization.
Earlier this year, SundaeSwap (SUNDAE), the native token of the SundaeSwap exchange, also became available on Bitrue.
WingRiders Losses 59% Of Its Total Value Locked, Plunges Cardano TVL Below $100M
Popular Cardano-based decentralized exchange WingRiders has lost its position as the most valuable DEX on Cardano.
WingRiders slumped from the first position to third after losing more than 59% of the total value locked (TVL) on the platform in the past 30 days.
At the time of writing this line, WingRiders is now the third-largest DEX by total value locked, with a TVL of $19.66 million. It is noteworthy that WingRiders maintained the top spot for more than two months, claiming 42% of TVL On Cardano. However, the DEX has fallen from glory ever since.
Minswap Is Now Cardano’s Most Valuable DEX
The development also affected the total value locked on Cardano. The total value locked on Cardano has fallen below $100 million in the last 30 days after the WingRiders TVL slumped.
Interestingly, Minswap has taken the lead to become the most valuable decentralized exchange on Cardano after the massive decline of WingRiders’ TVL.
At press time, Minswap is leading, with a $49.09 million total value locked on the platform. The DEX hit the milestone after recording a massive growth of 30.9% in its TVL in the past 30 days. Minswap accounts for 51.82% of the total value locked on Cardano.
SundaeSwap, the first decentralized exchange on Cardano, is now the second most valuable DEX in the ecosystem. SundaeSwap is second in the ranking, with $19.72 million in TVL.
Like WingRiders, SundaeSwap has also lost a significant amount of its TVL over the past 30 days. In the past month, SundaeSwap has lost nearly 10% of the funds locked on the platform.
Commenting on the development, Cardano Daily, a platform that shares new developments about Cardano, said:
“After the major decline of @wingriderscom, the TVL scenario of the Cardano ecosystem has stabilized back to normal as we have seen in the past few weeks. @MinswapDEX still led the ecosystem with $51M TVL, contributing 50% of the ecosystem.”
CARDANO TVL STATUS
After the major decline of @wingriderscom, the TVL scenario of the @Cardano ecosystem has stabilized back to normal as we have seen in the past few weeks. @MinswapDEX still led the ecosystem with $51M TVL, contributing 50% of the ecosystem#tvl #cardano $ADA pic.twitter.com/xjZ6cHo8jX
— Cardano Daily (@cardano_daily) August 9, 2022
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