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Binance Security Report: Deployed hundreds of AI models for defense system, cumulatively intercepted $10.53 billion in risky funds

Binance released its latest security report, addressing the current industry situation of rapidly spreading AI scams. The platform has deployed over 24 AI security programs and equipped more than 100 AI models to build an intelligent defense system against various types of cryptocurrency fraud.Statistics show that from early 2025 to the first quarter of 2026, Binance has protected over 5.4 million users and intercepted potential fund losses of $10.53 billion. In Q1 2026, the platform successfully intercepted 22.9 million scam and phishing attacks, protecting user funds amounting to $1.98 billion, with an average of over 9,600 real-time risk alerts pushed daily, and a total of 36,000 malicious on-chain addresses blacklisted.The report pointed out that deepfakes, voice cloning, and phishing bots have become mainstream scam tactics, with the overall scale of cryptocurrency fraud reaching $17 billion in 2025, a year-on-year increase of 30%. In terms of risk control, Binance's AI system handles 57% of fraud detection work, reducing the credit card fraud rate to 60%-70% of the industry average; it has upgraded AI anti-counterfeiting KYC reviews, with review efficiency improved by up to 100 times.The AI trading tool Binance Ai Pro uses an isolated account structure, only allowing trading permissions and prohibiting withdrawals, with the platform intercepting 12% of high-risk third-party AI plugins. Additionally, in 2025, Binance assisted in recovering $12.8 million in scammed funds, handled 48,000 cases, and collaborated with law enforcement to freeze $131 million in illegal assets.

Kraken partners with MoneyGram to launch cryptocurrency withdrawal services in over a hundred countries and reveals that the IPO process is "80% complete"; MARA Holdings' Q1 financial report is scheduled for May 11, with consensus expectations of a loss of $2.34 per share

According to BBX data, this week the outflow channels of cryptocurrency infrastructure and the forward-looking financial reports of mining companies are advancing on two fronts, with the core dynamics as follows:Kraken (parent company Payward, Inc.) and the global payment network MoneyGram announced the establishment of a global strategic partnership through PR Newswire on May 5. Kraken users can withdraw cash exchanged for cryptocurrency in hundreds of fiat currencies at nearly 500,000 MoneyGram physical locations covering over 100 countries; initially focusing on cryptocurrency outflows, with plans to expand to local bank deposits and cross-border remittance flows; Kraken is responsible for customer identity verification, while MoneyGram provides licensed remittance services and compliance frameworks. Kraken co-CEO Arjun Sethi confirmed in an interview with Fortune that the company's IPO progress is "close to 80%," having previously submitted its confidential S-1 filing to the SEC. Bloomberg estimates the current valuation at approximately $13.3 billion based on a $200 million equity investment from Deutsche Börse.MARA Holdings, Inc. (NASDAQ: $MARA) officially announced on ir.mara.com on May 4 that its Q1 2026 financial report will be released after the market closes on May 11, with a conference call scheduled for 5:00 PM (ET); analyst consensus expects an EPS of approximately -$2.34 and revenue of about $184.2 million. As of the end of 2025, the company holds 53,822 BTC, with full-year revenue for 2025 at $907 million (up 38% year-on-year) and a hash rate of 66.4 EH/s; during Q1 2026, the price of BTC fell from about $87,000 to around $68,000, putting pressure on the mining company's total costs. The market will focus on the progress of its AI/HPC data center transformation and the rollout pace of the Starwood JV, which exceeds 1 gigawatt capacity.The U.S. Department of Labor released the April non-farm employment data on May 8, showing an increase of 115,000 jobs, nearly double the market expectation; Bitcoin maintained a range of $79,000---$80,000 after the data was released, with the market interpreting this "soft landing" signal as favorable for risk assets—an unheated job market means an increased probability of the Federal Reserve maintaining current interest rates, keeping the mid-term liquidity environment for cryptocurrency stable. The monthly net inflow for Bitcoin spot ETFs in April was approximately $2.44 billion, the strongest single month data of the year; April's monthly close rose by 16%, and if May's closing price remains above $76,000, it will confirm three consecutive months of positive monthly closes for Bitcoin, which Fundstrat founder Tom Lee defines as a "bear market ending signal."

Meta cuts hundreds of employees and continues to increase investment in AI

According to the New York Post, Meta is laying off hundreds of employees in Silicon Valley while the tech giant is heavily investing in artificial intelligence and considering cutting more than 20% of its total workforce. According to the latest state government filings, the parent company of Facebook will lay off nearly 200 employees in the San Francisco Bay Area. The layoffs will affect 124 employees in Burlingame, California, and 74 employees in nearby Sunnyvale. The documents indicate that these layoffs will take effect in late May, and all affected positions will be permanently eliminated.Experts say this move indicates that Meta is undergoing a major strategic transformation—from a labor-intensive operational model to a machine-driven system. Meta's recent AI-related initiatives include plans to invest $10 billion in building data centers in El Paso, Texas.Meta is also considering larger layoffs. Senior employees have been informed to prepare for layoffs that could affect more than 20% of the company's workforce—about 15,000 employees. In response to this plan, a Meta spokesperson stated, "This is speculative reporting about a theoretical proposal."If the layoffs proceed, it would be the largest layoff at Meta since more than 20,000 employees were cut during Zuckerberg's push for the company's "year of efficiency" in 2022 and 2023. In a Meta earnings call, Zuckerberg stated that due to the application of AI tools, Meta has begun to "see projects that previously required large teams now being completed by a very talented individual."
2026-04-03

ZachXBT exposes social media account collaborations promoting cryptocurrency scam projects, with the scale of involvement reaching hundreds of thousands of dollars

On-chain detective ZachXBT disclosed today that a collaborative network consisting of at least 10 accounts is generating traffic on social platform X by creating panic-inducing content related to wars and ultimately directing it to cryptocurrency scam projects.This network acquires accounts with an existing follower base, frequently posts sensational "apocalyptic" content, and amplifies dissemination by having multiple secondary accounts retweet each other, quickly gaining millions of views and significant interactions. Investigations show that these accounts also utilize AI to generate fake personas, such as fabricating an "Asian version of Mario Nawfal" to enhance credibility. After gaining traffic, the relevant accounts promote fake airdrop events or cryptocurrency project scams, including a concentrated promotion of a pump-and-dump project named ORAMAMA on February 22, 2026, which is then no longer mentioned.On-chain data indicates that this operation has brought six-figure profits to the team behind it. Meanwhile, many genuine large accounts inadvertently engage in interactions through comments and retweets, further amplifying the content dissemination effect. ZachXBT warns that this combination model of "traffic farms + AI content + cryptocurrency scams" has become highly mature and is easily replicable. If similar mechanisms are exploited by higher-level organizations, their potential impact will far exceed the realm of financial fraud and may even evolve into a tool for public opinion manipulation.ZachXBT calls for platforms to strengthen regulation, implementing bans and legal accountability for such manipulative behaviors. He also advises users to carefully verify account histories and information sources before engaging in interactions to combat the increasingly rampant phenomenon of false content and "interaction bait."
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