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31636 articles
AIBullisharXiv – CS AI · Mar 46/102
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Multimodal Multi-Agent Ransomware Analysis Using AutoGen

Researchers developed a multimodal multi-agent ransomware analysis framework using AutoGen that combines static, dynamic, and network data sources for improved ransomware detection. The system achieved 0.936 Macro-F1 score for family classification and demonstrated stable convergence over 100 epochs with a final composite score of 0.88.

AIBullisharXiv – CS AI · Mar 47/104
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Learning Contextual Runtime Monitors for Safe AI-Based Autonomy

Researchers introduce a novel framework for learning context-aware runtime monitors for AI-based control systems in autonomous vehicles. The approach uses contextual multi-armed bandits to select the best controller for current conditions rather than averaging outputs, providing theoretical safety guarantees and improved performance in simulated driving scenarios.

AIBearisharXiv – CS AI · Mar 46/103
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Contextual Drag: How Errors in the Context Affect LLM Reasoning

Researchers have identified 'contextual drag' - a phenomenon where large language models (LLMs) generate similar errors when failed attempts are present in their context. The study found 10-20% performance drops across 11 models on 8 reasoning tasks, with iterative self-refinement potentially leading to self-deterioration.

AIBearisharXiv – CS AI · Mar 47/103
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Semantic-level Backdoor Attack against Text-to-Image Diffusion Models

Researchers have developed SemBD, a new semantic-level backdoor attack against text-to-image diffusion models that achieves 100% success rate while evading current defenses. The attack uses continuous semantic regions as triggers rather than fixed textual patterns, making it significantly harder to detect and defend against.

AINeutralarXiv – CS AI · Mar 46/102
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AI-Generated Music Detection in Broadcast Monitoring

Researchers introduced AI-OpenBMAT, the first dataset designed for detecting AI-generated music in broadcast environments, revealing that existing detection models perform poorly when music appears as short excerpts or is masked by speech. The study found that state-of-the-art detection models' F1-scores dropped below 60% in challenging broadcast scenarios, highlighting significant limitations in current AI music detection technology.

AIBullisharXiv – CS AI · Mar 47/102
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MedXIAOHE: A Comprehensive Recipe for Building Medical MLLMs

Researchers have released MedXIAOHE, a new medical vision-language AI foundation model that achieves state-of-the-art performance across medical benchmarks and surpasses leading closed-source systems. The model incorporates advanced features like entity-aware pretraining, reinforcement learning for medical reasoning, and evidence-grounded report generation to improve reliability in clinical applications.

CryptoBullishCoinDesk · Mar 46/103
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Ripple expands payments platform into end-to-end stablecoin infrastructure as processed volume tops $100 billion

Ripple expanded its payments platform by adding managed custody, virtual account collections, and fiat-to-stablecoin settlement capabilities, creating an end-to-end stablecoin infrastructure. The company now positions itself as a single provider for enterprise digital asset payments across 60 markets, with processed volume exceeding $100 billion.

Ripple expands payments platform into end-to-end stablecoin infrastructure as processed volume tops $100 billion
$XRP
CryptoBullishDecrypt – AI · Mar 47/103
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Vitalik Buterin Urges Ethereum to Broaden Its Mission Beyond Finance

Ethereum co-founder Vitalik Buterin is advocating for the blockchain platform to expand its focus beyond financial applications. He is promoting the development of 'sanctuary technologies' that encompass privacy tools, social systems, and broader infrastructure use cases.

Vitalik Buterin Urges Ethereum to Broaden Its Mission Beyond Finance
$ETH
CryptoBearishBitcoinist · Mar 47/104
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Volatility Without Reward: Why Bitcoin’s MVRV Signals A High-Risk, Zero-Return Regime

Bitcoin faces heightened volatility and uncertainty due to escalating Middle East conflicts affecting global markets. The cryptocurrency's price action has become increasingly reactive to geopolitical headlines while broader liquidity conditions remain fragile, leading to weakened directional conviction and constrained risk appetite.

Volatility Without Reward: Why Bitcoin’s MVRV Signals A High-Risk, Zero-Return Regime
$BTC
CryptoBullishDecrypt – AI · Mar 47/103
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Corporates and Exchanges Rush to Stake Ethereum Instead of Selling

Large institutional investors and exchanges are increasingly choosing to stake Ethereum for yield generation rather than selling ETH during market rallies. This shift in behavior suggests growing institutional confidence in ETH's long-term value proposition and income-generating potential.

Corporates and Exchanges Rush to Stake Ethereum Instead of Selling
$ETH
CryptoNeutralBeInCrypto · Mar 4🔥 8/103
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Iran’s Stablecoin Lifeline Survived the Bombs

Iran's cryptocurrency infrastructure, particularly stablecoins, remained operational during military airstrikes that began February 28, demonstrating the resilience of crypto systems for sanctions evasion. The US Treasury's investigation into crypto platforms helping Iranian officials bypass sanctions received a real-world stress test during the conflict.

Iran’s Stablecoin Lifeline Survived the Bombs
CryptoBullishCoinDesk · Mar 47/103
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Bitcoin rebounds toward $70,000 as ETFs pull in $1.45 billion in five days

Bitcoin is recovering toward $70,000 following strong ETF inflows of $1.45 billion over five days. Market analysis suggests traders aren't factoring in Middle East conflict outcomes, while on-chain data shows improved spot demand despite cautious derivatives positioning.

Bitcoin rebounds toward $70,000 as ETFs pull in $1.45 billion in five days
$BTC$MKR
DeFiBullishBitcoinist · Mar 47/103
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Crypto Exchange Uniswap Prevails In High-Profile Rug Pull Lawsuit

A federal judge ruled that Uniswap cannot be held liable for fraudulent tokens traded on its decentralized exchange platform, ending a four-year legal battle. This decision represents a significant legal victory for Uniswap specifically and the broader decentralized finance ecosystem.

Crypto Exchange Uniswap Prevails In High-Profile Rug Pull Lawsuit
$UNI
AI × CryptoBullishThe Block · Mar 47/107
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What is Coinbase’s x402 protocol?

Coinbase has developed the x402 protocol to address payment challenges faced by AI agents in financial operations. The protocol aims to provide autonomous bots with access to fast, cheap, high-volume transactions that traditional payment systems cannot offer, eliminating the need for human intervention in setting up payment methods.

What is Coinbase’s x402 protocol?
CryptoBullishCoinTelegraph · Mar 47/103
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Donald Trump takes swipe at banks over stalled crypto bill

Donald Trump criticized banking groups for stalling crypto legislation, specifically urging them to make a deal with the crypto industry. He called efforts to undermine the GENIUS Act 'unacceptable,' signaling potential regulatory tensions between traditional banking and cryptocurrency sectors.

Donald Trump takes swipe at banks over stalled crypto bill
CryptoBearishBeInCrypto · Mar 47/104
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Japan’s “Sanae Token” Scandal Tests Legal Limits of Political Memecoins

Japanese Prime Minister Sanae Takaichi publicly disavowed a cryptocurrency created using her name and likeness, causing the token to crash 58% within hours. Regulators have launched an investigation into the token issuer, highlighting ongoing legal challenges surrounding unauthorized political memecoins that have harmed retail investors globally.

Japan’s “Sanae Token” Scandal Tests Legal Limits of Political Memecoins
CryptoBullishBitcoinist · Mar 47/101
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Trump Presses Congress To Pass Crypto Market Structure Bill ‘ASAP’

President Trump has publicly urged Congress to pass the CLARITY Act crypto market structure bill as soon as possible, addressing the legislative delays that have prevented the bill from reaching his desk. The holdup stems from disagreements between banking industry representatives and crypto advocates, particularly concerning stablecoin reward provisions.

Trump Presses Congress To Pass Crypto Market Structure Bill ‘ASAP’
CryptoBullishDL News · Mar 47/103
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Trump sides with crypto firms in stablecoin dispute

President Trump has stated that banks are undermining his cryptocurrency agenda, taking the side of crypto firms in an ongoing stablecoin regulatory dispute. This represents a clear stance from the administration supporting the crypto industry against traditional banking interests.

Trump sides with crypto firms in stablecoin dispute
CryptoBearishBeInCrypto · Mar 47/101
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Trump Attacks Banks Over Stablecoin Yield, Clarity Act Standoff

President Trump accused US banks of threatening the GENIUS Act and holding the CLARITY Act hostage in an escalating standoff over stablecoin yield. The conflict between banking and crypto industries threatens to derail the CLARITY Act before the 2026 midterms, potentially leaving US crypto regulatory framework incomplete.

Trump Attacks Banks Over Stablecoin Yield, Clarity Act Standoff
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