hodler

12 May 2026, 09:03

Hackers Targeting Your Crypto Just Got An AI Upgrade — Google’s Report Is A Wake-Up Call

Google’s Threat Intelligence Group (GTIG) has published a major security report warning that artificial intelligence is now being weaponized by state-linked hackers and criminal threat actors at industrial scale — with autonomous malware, AI-generated zero-day exploits, and credential-targeting operations posing a direct and escalating threat to crypto users relying on standard security measures. The May 11 report, published on the Google Cloud blog by GTIG and drawing on Mandiant incident response engagements, marks a significant escalation from the group’s February 2026 findings. Where that earlier report identified AI-assisted adversarial activity as nascent and experimental, the latest assessment describes a mature transition — one where generative models are now embedded in offensive workflows at scale, not as a curiosity but as operational infrastructure. AI Writes Its First Zero-Day Exploit The most significant disclosure in the report is unprecedented. For the first time, GTIG has identified a threat actor using a zero-day exploit believed to have been developed with AI assistance. According to the report, a criminal threat actor had planned to deploy the exploit in a mass exploitation event — a scenario that GTIG’s proactive counter-discovery may have prevented. The report notes that state-linked actors associated with China and North Korea have separately demonstrated significant interest in using AI for vulnerability discovery. The implications for crypto users are direct: wallet interfaces, exchange login portals, and browser extension-based authentication tools all depend on the same underlying software layers that zero-day exploits target. Polymorphic Malware And The Limits Of 2FA For Crypto Users Beyond zero-day development, the report documents AI-accelerated development of polymorphic malware — code that rewrites its own structure to evade detection — linked to suspected Russia-nexus threat actors, per GTIG’s analysis. AI-generated decoy logic is being embedded in malware payloads to defeat signature-based security systems. The most direct threat to crypto users, however, comes through a capability GTIG calls PROMPTSPY — an AI-enabled malware that signals a shift toward autonomous attack orchestration. According to the report, PROMPTSPY interprets system states dynamically and generates commands in real time to manipulate victim environments. Applied to credential theft, this class of malware can observe and respond to authentication flows in ways that static attack tools cannot — including timing attacks against SMS-based and app-based two-factor authentication systems during live sessions. Standard 2FA, long considered a reliable security baseline for exchange and wallet access, operates on the assumption that an attacker cannot observe and respond to the authentication window in real time. Autonomous, AI-driven malware capable of interpreting system states changes that assumption materially. A Threat Environment That Has Shifted GTIG’s report frames the current moment as a dual-use inflection point — AI is simultaneously becoming a high-value target for attacks and a sophisticated engine driving them. For participants in the nascent digital asset sector, where a single compromised seed phrase or session token represents an irreversible loss, the implications are substantial. The security practices that adequately protected crypto users two years ago are increasingly insufficient against an adversarial toolkit that now includes AI-generated exploits, self-modifying malware, and autonomous credential-harvesting operations operating faster than human defenders can respond. Hardware security keys, air-gapped signing devices, and multi-signature wallet architectures represent the current frontier of meaningful protection — and the distance between those measures and standard 2FA has never been wider. Cover image from Grok, ETHUSD chart from Tradingview

12 May 2026, 08:30

Hyperliquid: 21Shares HYPE ETF debuts as whale activity surges 272%

Exchange supply increased by 123% hinting at a potential spike in selling pressure.

12 May 2026, 07:41

US Treasury Secretary Bessent Confirms Forex Coordination with Japan to Curb Excessive Volatility

BitcoinWorld US Treasury Secretary Bessent Confirms Forex Coordination with Japan to Curb Excessive Volatility United States Treasury Secretary Scott Bessent has confirmed that Washington coordinated with Japanese authorities to address excessive volatility in foreign exchange markets. The statement, made during a press briefing, underscores the growing alignment between the two largest economies in monitoring and stabilizing currency fluctuations. Coordinated Response to Currency Turbulence Secretary Bessent’s remarks come amid heightened volatility in the yen-dollar exchange rate, which has seen sharp swings in recent weeks driven by diverging monetary policies and geopolitical uncertainty. The Treasury chief noted that the coordination was aimed at preventing disorderly market conditions that could disrupt trade and financial stability. Japan’s Ministry of Finance and the Bank of Japan have historically intervened in currency markets to counter excessive yen weakness or strength. The acknowledgment of U.S. involvement signals a rare public alignment on exchange rate policy between the two nations, which have often held differing views on currency intervention. Market and Policy Implications The confirmation is significant for several reasons. First, it reinforces the G7 consensus that excessive volatility is undesirable and that coordinated action can be taken when necessary. Second, it provides a degree of predictability for traders and businesses exposed to currency risk. Analysts suggest that the coordination may reduce the likelihood of unilateral, surprise interventions by Japan, which can rattle markets. Instead, a more transparent, joint approach could stabilize expectations around key exchange rate levels. What This Means for Investors and Businesses For importers and exporters operating between the U.S. and Japan, clearer coordination reduces uncertainty around future exchange rate movements. Multinational corporations with significant yen-denominated revenues or costs may benefit from a more stable currency environment. Currency traders, however, should remain cautious. While coordination dampens extreme volatility, it does not eliminate fundamental drivers such as interest rate differentials and trade balances. Conclusion Secretary Bessent’s confirmation of coordinated forex oversight with Japan marks a notable shift toward more active, transparent policy dialogue on currency markets. While the full impact remains to be seen, the move is likely to be welcomed by market participants seeking stability. The coming weeks will reveal whether this coordination extends to other major currency pairs or remains focused on yen-dollar dynamics. FAQs Q1: What exactly did Secretary Bessent say about coordination with Japan? A1: He confirmed that the U.S. Treasury coordinated with Japanese authorities to address excessive volatility in foreign exchange markets, emphasizing the importance of orderly market conditions. Q2: Why is U.S.-Japan forex coordination significant? A2: It signals a rare public alignment on currency policy between the two nations, potentially reducing the risk of unilateral interventions and providing more stability for global currency markets. Q3: How might this affect the yen-dollar exchange rate? A3: In the near term, it may reduce extreme swings and provide a clearer policy backstop. However, long-term rate movements will still be driven by interest rate differentials and economic fundamentals. This post US Treasury Secretary Bessent Confirms Forex Coordination with Japan to Curb Excessive Volatility first appeared on BitcoinWorld .

12 May 2026, 07:22

Binance says AI-powered security thwarted $10B in fraud since 2025

Binance says it prevented $10.53 billion in user losses and blacklisted 36,000 malicious addresses, with AI now powering over half of its fraud controls.

12 May 2026, 07:20

Bitcoin Perpetual Futures: Long/Short Ratios on Top Exchanges Signal Slight Bearish Bias

BitcoinWorld Bitcoin Perpetual Futures: Long/Short Ratios on Top Exchanges Signal Slight Bearish Bias The balance of long and short positions in Bitcoin perpetual futures contracts offers a real-time glimpse into trader sentiment. As of the latest 24-hour window, data from the world’s three largest crypto futures exchanges by open interest reveals a market leaning slightly toward the bearish side, though the split remains remarkably close. Current Long/Short Split Across Major Exchanges The aggregate long/short ratio across Binance, OKX, and Bybit stands at 49.94% long and 50.06% short. This near-even split suggests a market in a state of equilibrium, where bullish and bearish expectations are almost perfectly balanced. A closer look at each platform, however, reveals subtle differences in trader positioning. Binance: 49.57% long, 50.43% short OKX: 48.95% long, 51.05% short Bybit: 48.66% long, 51.63% short Bybit shows the most pronounced bearish tilt, with shorts holding a nearly 3% advantage over longs. This variance could be attributed to the different user bases and trading cultures on each platform. What This Data Tells Traders Perpetual futures, or ‘perps,’ are a cornerstone of crypto derivatives trading. Unlike traditional futures, they have no expiry date, making them a popular tool for both hedging and speculation. The long/short ratio is a widely watched sentiment indicator, but it must be interpreted with caution. A high ratio of longs can signal excessive bullishness, which sometimes precedes a market correction. Conversely, a heavy skew toward shorts can indicate bearish consensus, which may be a contrarian signal for a potential upward squeeze. The current near-50/50 split does not present a clear contrarian opportunity. Instead, it suggests a market waiting for a catalyst. Traders should view this data as one piece of a larger puzzle, combining it with other indicators like open interest trends, funding rates, and spot market volume to form a complete picture. Why This Matters for the Broader Market The perpetual futures market exerts a significant influence on Bitcoin’s spot price. Large-scale liquidations on these exchanges can trigger rapid price movements. The current balanced positioning implies that neither longs nor shorts are heavily overleveraged, reducing the immediate risk of a violent liquidation cascade. This stability, however, is fragile. A sudden shift in macro sentiment or a major news event could quickly tip the scales and create the conditions for a more volatile move. Conclusion The latest 24-hour long/short data for Bitcoin perpetual futures indicates a market that is finely balanced, with a marginal preference for short positions. While this provides a snapshot of current trader sentiment, its predictive value is limited. For traders and analysts, the key takeaway is the absence of extreme positioning, which points to a market that is currently in a state of watchful waiting rather than directional conviction. FAQs Q1: What is a Bitcoin perpetual futures contract? A perpetual futures contract is a type of derivative that allows traders to speculate on the price of Bitcoin without an expiry date. It uses a funding rate mechanism to keep the contract price close to the spot price. Q2: How is the long/short ratio calculated? The ratio represents the percentage of total open positions that are long (betting on a price increase) versus short (betting on a price decrease) for a specific contract on a given exchange. It is usually calculated based on the number of accounts or the value of positions. Q3: Does a high long/short ratio mean the price will go up? Not necessarily. A very high long ratio can indicate overcrowding and excessive optimism, which often precedes a price drop as overleveraged longs are liquidated. It is often used as a contrarian indicator. This post Bitcoin Perpetual Futures: Long/Short Ratios on Top Exchanges Signal Slight Bearish Bias first appeared on BitcoinWorld .

12 May 2026, 07:07

Binance AI blocks $10.53 billion in crypto fraud by 2026

🚨 Binance AI blocked $10.53 billion in crypto fraud by March 2026. AI tools shielded 5.4 million users and stopped nearly 23 million scam attempts in early 2026. Continue Reading: Binance AI blocks $10.53 billion in crypto fraud by 2026 The post Binance AI blocks $10.53 billion in crypto fraud by 2026 appeared first on COINTURK NEWS .