AI Ethics & Applications - AI is pervasive and interwoven in our lives, demanding responsible use to harness its power [1][2] - AI can assist in healthcare and finance, but also be misused in surveillance and market manipulation [3][4] - AI's decision-making raises the question of whether it should mimic humans perfectly, considering the lack of human emotions and experiences [5] - AI systems can be biased due to biased training data, leading to unfair outcomes in areas like facial recognition and hiring processes [6][7] - Addressing biases through diverse datasets and algorithms is vital to ensure AI systems are fair and just [8] Transparency, Accountability & Limitations - Transparency in AI decision-making is key to building trust, especially in areas like loan denials and judicial systems [9] - Explanability, the ability to understand how AI reaches decisions, is crucial in self-driving cars and healthcare [10][11] - Accountability is essential for ethical AI deployment, determining responsibility when AI systems make mistakes, such as in medical diagnoses or autonomous vehicle accidents [12][13] - AI operates on probabilities, not certainties, which is crucial to understand in fields like law and medicine [14][15] - AI excels at recognizing symbols but struggles with understanding semantic meaning and cultural nuances [16][17] Collaboration & Oversight - Establishing common ethical values globally is challenging, requiring collaboration among people, professionals, governments, institutions, and companies [19] - Technology evolves faster than regulation, making collaboration imperative to create a future where AI augments human capabilities [20][21] - Human oversight is crucial in AI systems, as human intuition can serve as a vital check, preventing potential catastrophes [22][23] - The goal should be to create a future where AI aids and enhances human decision-making, aligning technology with shared values [24][25]

Real users, spending real money, that goes back to token holders.Yachtzee.ether.fi (@ether_fi):Token Terminal Dashboard is live!📈 ~$80M ARR (up from ~$18M in April)🔒 Real-time TVL stats📊 Full transparency into key metrics to track business performanceTransparency has always been a top priority, and now you can explore it all directly through Token Terminal. ...

Future opportunities▪️ In addition to standardized financial and usage metrics, ether_fi and Token Terminal are excited to explore opportunities to create custom dashboards with more project-specific metrics.▪️ These dashboards would offer LPs & other stakeholders deeper insight into the platform’s features and performance.▪️ Through its partnership with Token Terminal, ether_fi turns transparency into a competitive advantage and continues to build trust with its growing community.https://t.co/BCplHAUHVz ...

Protocol Transparency - Usual Money 协议费用现在可以追踪，包括抵押品收益和 USUALx 解除质押 [1] - 这些费用通过收入分配、积累和回购返还给用户 [1] Revenue Season - 行业进入收入季 [1] - 协议正在考虑下一步增加什么功能 [1]

Market Transparency & Volatility - Proposal to reduce reporting frequency to semi-annually is viewed negatively, potentially increasing volatility due to larger information gaps [2][4][17][18] - Less frequent reports could lead to bigger surprises and market reactions, described as a "tape bomb" effect [2][17] - Reduced transparency may disadvantage retail investors and advantage insiders with access to non-public information, potentially promoting insider trading [3][23] Investor Sentiment & Preferences - Most investors are not seeking less frequent earnings reports, with institutional investors like pension funds likely to oppose the proposal due to their need for transparency [6] - Investors rely on quarterly reports and company forecasts for timely and material information, making less frequent reporting detrimental [10] - Some companies in Europe voluntarily report quarterly despite not being required, driven by investor demand and the desire to avoid large price swings [16] Reporting Frequency & Calendar Alignment - There is a preference for maintaining quarterly reports, with opinions varying on whether monthly reports would be beneficial [12][13] - A shift away from the current calendar-aligned fiscal year reporting is not widely desired by investors [22] - Maintaining the current calendar fiscal year is preferred for ease of alignment and digestion of information [20]

RT Nym (@nym)Transparency for the ones in powerPrivacy for everyone else ...

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While President Trump calls it a quote dead issue, lawmakers and survivors are still pushing for the release of all the Epstein files. A bipartisan discharge petition that would force a vote to release the documents is inching closer to having all the 218 signatures it needs. This after a newly sworn in Democratic congressman James Walkenshaw won his special election in Virginia last week and signed onto the petition, bringing the total number of signatures to 217.And now Congress is preparing to get new in ...

News to contradict the Trump administration's mortgage fraud allegations rather against Fed Governor Lisa Cook. NBC News looked over Cook's bank records this past week and found no evidence of corruption. President Trump attempted to remove her from her position this summer, but so far she is refusing to leave.Well, joining me now, we have former federal prosecutor Barrett Burgerer. Welcome, Barrett. So, President Trump, as you know, tried to fire Lisa Cook.That happened back in August. It is the first time ...