AINeutralarXiv – CS AI · Apr 146/10
🧠Researchers introduce AI Integrity, a new governance framework that verifies the reasoning processes of AI systems rather than just evaluating outcomes. The approach defines an Authority Stack—a four-layer model of values, epistemological standards, source preferences, and data criteria—and proposes the PRISM framework to measure integrity through six core metrics, addressing a critical gap in existing AI Ethics, Safety, and Alignment paradigms.
AINeutralarXiv – CS AI · Apr 146/10
🧠Researchers have developed a framework to assess how well existing explainable AI (XAI) methods comply with the EU AI Act's transparency requirements. The study bridges the gap between current XAI techniques and regulatory mandates by proposing a scoring system that translates expert qualitative assessments into quantitative compliance metrics, helping practitioners navigate AI regulation in European markets.
CryptoBearishProtos · Apr 136/10
⛓️Justin Sun has publicly challenged World Liberty Financial, a Trump-linked cryptocurrency firm, over alleged token scandals, prompting the company to threaten legal action and demand Sun unmask the anonymous X account administrator. The dispute highlights tensions within the crypto industry over governance transparency and accountability.
DeFiBearishcrypto.news · Apr 127/10
💎Justin Sun has publicly accused WLFI of concealing token freeze functionality within its smart contracts, raising serious governance and transparency concerns. The allegation emerges as WLFI faces mounting pressure from loan obligations, liquidity constraints, and sustained price declines.
CryptoNeutralU.Today · Mar 276/10
⛓️Ripple CTO Emeritus David Schwartz publicly denied social media rumors alleging that Ripple had secretly pre-allocated most of its XRP escrow to hidden institutional players. The denial addresses concerns about transparency in Ripple's XRP distribution and escrow management practices.
$XRP
CryptoBearishCoinTelegraph · Mar 266/10
⛓️Blockchain philanthropy initiatives in Africa are failing to create sustainable, long-term impact despite promises of transparency and efficiency. The article argues that crypto-based aid programs create dependency rather than empowering local communities with ownership and maintenance capabilities.
AI × CryptoBearishWired – AI · Mar 266/10
🤖Senators Elizabeth Warren and Josh Hawley have sent a letter to the Energy Information Agency demanding mandatory annual electricity disclosure requirements for data centers. This bipartisan effort seeks to increase transparency around the significant energy consumption of data center operations.
AIBullisharXiv – CS AI · Mar 266/10
🧠Researchers introduce Distance Explainer, a new method for explaining how AI models make decisions in embedded vector spaces by identifying which features contribute to similarity between data points. The technique adapts existing explainability methods to work with complex multi-modal embeddings like image-caption pairs, addressing a critical gap in AI interpretability research.
CryptoBearishProtos · Mar 176/10
⛓️Reform UK is processing cryptocurrency donations through Radom's Poland-based entity, which allows them to avoid regulatory oversight from UK financial authorities. This arrangement enables the political party to accept crypto donations without sharing wallet information with UK regulators.
AINeutralarXiv – CS AI · Mar 176/10
🧠Researchers developed a framework to assess public summaries of AI training data required by EU's AI Act Article 53(1)(d), evaluating transparency and usefulness for stakeholder rights enforcement. The study analyzed 5 public summaries from GPAI model providers as of January 2026, creating guidelines for compliance and a public resource website.
AINeutralarXiv – CS AI · Mar 176/10
🧠Researchers have developed a new AI framework that uses citation-enforced retrieval-augmented generation (RAG) specifically for analyzing tax and fiscal documents. The system prioritizes transparency and explainability for tax authorities, showing improved citation accuracy and reduced AI hallucinations when tested on real IRS documents.
CryptoNeutralCoinTelegraph · Mar 146/10
⛓️The article argues that blockchain technology's inherent transparency makes it more effective at tracking illicit financial flows compared to traditional fiat systems. It advocates for industry-wide information sharing and unified anti-money laundering (AML) regulations to combat financial crimes without restricting individual financial freedom.
CryptoNeutralDecrypt – AI · Mar 106/10
⛓️The UK government's new fraud strategy identifies cryptocurrency as a 'growing risk' in the financial landscape. However, blockchain analysis firm Chainalysis counters this narrative by arguing that crypto's inherent transparency actually creates a 'powerful flywheel' for disrupting and preventing fraud.
CryptoBullishCoinTelegraph · Mar 96/10
⛓️The United Nations Development Programme has released a report detailing how blockchain technology can be utilized to support and improve public infrastructure systems. The report highlights blockchain's potential applications in enhancing transparency, efficiency, and accessibility of government services.
AINeutralTechCrunch – AI · Mar 45/101
🧠Apple Music is reportedly planning to add transparency tags to distinguish AI-generated music on its platform. The effectiveness of this initiative remains questionable since labels and distributors must voluntarily opt-in to tag their music as AI-generated.
AIBearisharXiv – CS AI · Mar 37/108
🧠A research paper reveals that generative AI systems deployed in 2025 have significantly higher environmental costs than previous AI generations, while current global regulations inadequately address these impacts. The authors propose mandatory model-level transparency, user opt-out rights, and international coordination to address environmental concerns in AI deployment.
CryptoBearishDecrypt · Mar 27/104
⛓️A former Labour minister has called for the UK to ban cryptocurrency political donations, arguing that foreign adversaries are exploiting crypto donations to interfere with British democratic processes. The concern centers on the potential for anonymous or difficult-to-trace cryptocurrency contributions to undermine political transparency.
CryptoBullishThe Block · Mar 26/106
⛓️Anchorage has released the first attestation for Tether's USAT stablecoin, revealing $17.6 million in reserves backing the US dollar-pegged token. USAT CEO Bo Hines suggests Tether could become a top 10 buyer of U.S. Treasury bills this year due to growing stablecoin demand.
CryptoBearishCoinTelegraph · Mar 26/1021
⛓️X (formerly Twitter) will introduce labels for paid promotions to increase transparency while encouraging business growth on the platform. However, the platform will prohibit cryptocurrency-related promotional content in the EU and UK regions.
CryptoBearishBeInCrypto · Feb 286/107
⛓️A Trump family-linked stablecoin USD1 launched a live reserve tracker following a de-pegging incident. However, analysts warn that the transparency dashboard doesn't address the protocol's fundamental operational security issues or ensure asset liquidity during market stress.
GeneralNeutralSEC Press Releases · Feb 276/103
📰The SEC adopted final rules implementing the Holding Foreign Insiders Accountable Act (HFIA), which increases transparency requirements for holdings and transactions involving foreign entities. This regulatory change aims to enhance oversight and accountability for foreign market participants in U.S. securities markets.
AINeutralOpenAI News · Jan 125/106
🧠OpenAI has published its Raising Concerns Policy, establishing formal protections for employees who make protected disclosures. This policy represents the company's effort to create safe channels for internal whistleblowing and transparency amid growing scrutiny of AI companies.
AINeutralGoogle DeepMind Blog · Dec 166/105
🧠Google has released Gemma Scope 2, providing open interpretability tools for understanding the behavior of language models across the entire Gemma 3 family. These tools are designed to help the AI safety community analyze and interpret complex language model behaviors.
AIBullishOpenAI News · Dec 36/105
🧠OpenAI researchers are developing a 'confessions' method to train AI language models to acknowledge their mistakes and undesirable behavior. This approach aims to enhance AI honesty, transparency, and overall trustworthiness in model outputs.
AINeutralOpenAI News · Nov 256/104
🧠OpenAI is outlining its approach to handling mental health-related litigation cases involving ChatGPT. The company emphasizes handling sensitive cases with care, transparency, and respect while working to strengthen safety and support features in their AI platform.
