Fairness
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X @Ansem
Ansem 🧸💸· 2025-11-01 02:48
RT Mikli (@CryptoMikli)Tunez explains how Hyperliquid inspired the Monad airdrop allocation system“Part of the reason why I’m a fan of how Hyperliquid launched is that it felt fair. The number one thing you want to optimize for when launching a token is fairness. The idea that everyone on Crypto Twitter gets an airdrop feels fair to me" ...
X @Polkadot
Polkadot· 2025-10-26 10:56
The internet was meant to set us free.Instead, it turned us into the product.Nearly 2,000 participants of The Polkadot Builder Party Hackathon are reclaiming the web.They're creating open, privacy-preserving apps that defend freedom and fairness. ...
X @THE HUNTER ✴️
GEM HUNTER 💎· 2025-10-20 09:42
RT THE HUNTER ✴️ (@TrueGemHunter)‼️ Did you know why @wallchain_xyz is growing rapidly?Their X page incerase by almost 30k followers in a week is just WOW.Here are my top 3 ressons 👇1. Community, no matter big or small content creators are making millions of posts every week and yes they get rewarded.2. Great team work, lots of great projects listed for you to earn some allo. ( idOS, Klout, Limitless and more)3. Wallchain is fair for everyone. Quaility, hard work and consistentcy is rewarded, small accounts ...
X @THE HUNTER ✴️
GEM HUNTER 💎· 2025-10-19 22:31
RT THE HUNTER ✴️ (@TrueGemHunter)‼️ Did you know why @wallchain_xyz is growing rapidly?Their X page incerase by almost 30k followers in a week is just WOW.Here are my top 3 ressons 👇1. Community, no matter big or small content creators are making millions of posts every week and yes they get rewarded.2. Great team work, lots of great projects listed for you to earn some allo. ( idOS, Klout, Limitless and more)3. Wallchain is fair for everyone. Quaility, hard work and consistentcy is rewarded, small accounts ...
X @THE HUNTER ✴️
GEM HUNTER 💎· 2025-10-19 21:51
RT THE HUNTER ✴️ (@TrueGemHunter)‼️ Did you know why @wallchain_xyz is growing rapidly?Their X page incerase by almost 30k followers in a week is just WOW.Here are my top 3 ressons 👇1. Community, no matter big or small content creators are making millions of posts every week and yes they get rewarded.2. Great team work, lots of great projects listed for you to earn some allo. ( idOS, Klout, Limitless and more)3. Wallchain is fair for everyone. Quaility, hard work and consistentcy is rewarded, small accounts ...
X @THE HUNTER ✴️
GEM HUNTER 💎· 2025-10-19 21:24
‼️ Did you know why @wallchain_xyz is growing rapidly?Their X page incerase by almost 30k followers in a week is just WOW.Here are my top 3 ressons 👇1. Community, no matter big or small content creators are making millions of posts every week and yes they get rewarded.2. Great team work, lots of great projects listed for you to earn some allo. ( idOS, Klout, Limitless and more)3. Wallchain is fair for everyone. Quaility, hard work and consistentcy is rewarded, small accounts have a chanche.They can detect b ...
Rep. James Clyburn on GOP attacks over No Kings: 'America was born out of protest'
MSNBC· 2025-10-17 01:46
Government Shutdown & Protests - The report highlights the Republican party's criticism of protests against the administration, labeling protesters as Marxists and pro-Hamas [1][6] - The report emphasizes the importance of protest as a fundamental right in the US, citing historical examples like the Boston Tea Party and Rosa Parks [4] - The report suggests that the administration is perceived as anti-protest, especially when directed at them [3] - The report indicates a potential connection between the protests and the government shutdown, with Republicans offering a vote on Obamacare subsidies in exchange for ending the protests [7] Healthcare & Policy - The report mentions concerns about cuts to Medicaid, threats to Medicare, and the lack of tax credits associated with the Affordable Care Act [9] - The report cites an example of a couple in South Carolina whose healthcare premiums could increase from around $50 per month to over $2,000 if changes are implemented [17] Political Landscape in South Carolina - The report references a call to eliminate Congressman Clyburn's district in South Carolina [18] - The report states that Democrats in South Carolina hold approximately 45% of the vote in every election, but only have 14% representation in the congressional delegation [19] - The report suggests a perception that fairness is lacking in the political process in South Carolina [15][20]
Building Truestworthy AI for the Real World | Sivakumar Mahalingam | TEDxMRIIRS
TEDx Talks· 2025-10-14 15:55
AI Trustworthiness Framework - The industry emphasizes the importance of a three-pillar framework for trustworthy AI systems: fairness, explainability, and accountability [5] - Fairness in AI systems means operating without bias or preference, requiring data de-biasing to avoid skewed outcomes [6][8] - Explainability is crucial, as AI systems should provide reasons for their actions to ensure user understanding and prevent unintended consequences [9][10] - Accountability is necessary, meaning a person or entity must be responsible for the AI's actions, especially in critical applications like self-driving cars [13][14] AI Implementation Risks - AI systems can exhibit biases based on the data they are trained on, leading to unfair or discriminatory outcomes, as seen in Amazon's hiring AI example [7][8] - Lack of explainability can result in AI systems making decisions based on flawed logic, such as mistaking snow for wolves [11][12] - Without accountability, AI systems can cause significant financial losses, as illustrated by the friend's stock trading AI example [16][17] Building Trustworthy AI - Building trustworthy AI requires a team effort, involving students, startups, and industry experts working together [20] - Continuous testing and refinement are essential to ensure the AI system behaves as intended and avoids unintended consequences [18][19] - The industry should avoid treating AI as a "magical oracle" and instead focus on building systems that are transparent and accountable [21]
X @Elon Musk
Elon Musk· 2025-10-12 07:17
Standards should be applied consistently and fairlyJohn Carter (@martianwyrdlord):>Maori show up in New Zealand in 14th century"We are the indigenous people, this country does not belong to anyone else, whites go home.">English have been in England since the 5th century"England belongs to everyone!" ...