logo

PayPal introduces AI-powered scam alerts

Finextra2 days ago
PayPal has launched AI-powered, dynamic scam detection for PayPal and Venmo Friends and Family payments, enhancing protection for our customers around the world.
0
This content is provided by an external author without editing by Finextra. It expresses the views and opinions of the author.
Designed to proactively alert customers to potential scams and prevent losses in real-time, the alerts intervene when it matters most – before any funds are sent. As scammers attempt to coerce people into sending payments that may not be eligible for refunds, including scams that originate on social media, we believe putting more information directly into customers' hands will empower them to help stop scams in their tracks.
As trusted leaders in efforts to prevent fraud, PayPal is proud of our initiative to combat the ever-changing tactics of scammers. We do not tolerate scams and work hard to protect our customers, including shutting down fraudulent accounts and blocking suspicious activity. Our approach to addressing fraud is multi-pronged, comprised of building innovative technologies, leveraging investigative research led by our team of experts, and refining our risk controls to help prevent bad actors from accessing our platforms. Given fraudsters frequently change their methods to try to evade detection, staying ahead of the latest trends and continually enhancing our tools are critical aspects of our efforts.
When building PayPal's dynamic alert system, we focused on both effective fraud mitigation strategies as well as enhancing the user experience. The alerts pop up when the system detects a potential scam, sharing critical and relevant information about the likelihood of fraud right at the point of payment. To help stay ahead of the curve, the alerts learn and adapt to evolving scam tactics. PayPal's system leverages continually learning AI models that quickly analyze billions of data points and update when patterns change. This means our system can help more quickly detect a potential new scam, even if we have never seen that specific scam before.
Unlike traditional, one-size-fits-all static warnings, PayPal's alerts are dynamic and tailored to be shown based on the likelihood of fraud for each transaction. The system shares messages that appropriately reflect the risk level of the payment customers are trying to make. It also sends progressively stricter alerts as its confidence that a scam exists grows and adds more friction into completing payments for higher-risk scenarios. We continue to automatically decline payments that we detect as highly risky.
The alerts are live in all global markets in which PayPal operates, and across the U.S. on Venmo.
For any questions, our PayPal and Venmo Customer Support teams are always available to help. Learn more about PayPal's fraud prevention efforts and our educational tips to spot and avoid scams on the PayPal Security Center.
Orange background

Try Our AI Features

Explore what Daily8 AI can do for you:

Comments

No comments yet...

Related Articles

How to Optimize Claude Code for Maximum Efficiency and Cost Savings
How to Optimize Claude Code for Maximum Efficiency and Cost Savings

Geeky Gadgets

time24 minutes ago

  • Geeky Gadgets

How to Optimize Claude Code for Maximum Efficiency and Cost Savings

What if the key to unlocking the full potential of your AI-powered workflows lies not in adding more tools but in optimizing the ones you already have? For developers and teams using Claude Code, the challenge isn't just about harnessing its capabilities—it's about making sure it operates with peak efficiency and precision. From cluttered context windows that bog down performance to excessive token usage inflating costs, even the most advanced systems can fall prey to inefficiencies. But here's the good news: with the right strategies, you can transform these bottlenecks into opportunities for streamlined, cost-effective, and highly accurate operations. The secret? Thoughtful optimization techniques that align Claude Code's performance with your goals. In this excellent guide AI Labs, provide actionable insights and proven techniques to elevate your Claude Code performance. Whether it's using semantic search tools to eliminate irrelevant data, mastering context management for cleaner workflows, or integrating powerful resources like Serena MCP, this guide is packed with strategies designed to help you achieve more with less. Along the way, you'll also discover how to monitor usage effectively, reduce unnecessary expenses, and tailor setups to your unique projects. By the end, you'll not only understand how to optimize Claude Code but also gain a deeper appreciation for its untapped potential. After all, sometimes the most profound improvements come from refining what's already in your hands. Claude Code Optimization Guide Key Challenges in Claude Code Performance Claude Code, while highly capable, can face performance bottlenecks that limit its effectiveness. These challenges often stem from: Cluttered Context Windows: Processing irrelevant files or code introduces noise, reducing accuracy and slowing down operations. Processing irrelevant files or code introduces noise, reducing accuracy and slowing down operations. Excessive Token Usage: Redundant data processing inflates costs and decreases overall efficiency. These issues highlight the need for targeted optimization techniques to ensure Claude Code operates at its full potential. Effective Optimization Techniques To address these challenges, several proven strategies can be implemented to enhance Claude Code's performance: Semantic Search: Use semantic search tools to retrieve only the most relevant information. This reduces noise, accelerates processing, and improves accuracy. Use semantic search tools to retrieve only the most relevant information. This reduces noise, accelerates processing, and improves accuracy. Context Management: Employ tools like Serena MCP to manage context windows effectively, making sure Claude focuses on pertinent data and avoids irrelevant information. Employ tools like Serena MCP to manage context windows effectively, making sure Claude focuses on pertinent data and avoids irrelevant information. Structured Indexing: Index your projects to provide Claude with a structured and organized context, minimizing redundant searches and enhancing overall performance. These techniques not only improve Claude Code's efficiency but also contribute to a more streamlined and cost-effective workflow. Claude Code Optimization Techniques Watch this video on YouTube. Here is a selection of other guides from our extensive library of content you may find of interest on Claude Code. Serena MCP: A Key Optimization Tool Serena MCP is a versatile and powerful resource for optimizing Claude Code. Its features are designed to enhance performance and simplify workflows: Semantic Search: Assists precise data retrieval, making sure Claude processes only relevant and necessary information. Assists precise data retrieval, making sure Claude processes only relevant and necessary information. Compatibility: Supports multiple MCP clients, including Cursor and Windsurf, making it adaptable to a variety of workflows and environments. Supports multiple MCP clients, including Cursor and Windsurf, making it adaptable to a variety of workflows and environments. Dashboard Tools: Provides real-time monitoring of logs, server operations, and performance metrics, offering valuable insights for ongoing optimization. By integrating Serena MCP into your workflow, you can significantly improve Claude Code's functionality and ensure it operates efficiently. Monitoring Usage for Efficiency Tracking usage is a critical component of maintaining efficiency and controlling costs. Tools like the Claude Code usage monitor offer several advantages: Track token consumption and message usage in real time. Monitor overall expenses to ensure cost-effective operations. Adjust workflows proactively to stay within usage limits and optimize resource allocation. Regularly monitoring usage metrics allows you to identify inefficiencies and make informed adjustments to improve performance and reduce unnecessary expenses. Installation and Setup Best Practices Proper installation and setup are foundational to achieving optimal performance with Claude Code. Follow these best practices to ensure a smooth setup process: Install and initialize tools like Serena MCP and usage monitors using detailed, step-by-step instructions. Customize installations to align with your specific projects and programming languages, making sure compatibility and seamless integration. Index your projects during the setup phase to provide Claude with a structured and organized context, enhancing its efficiency from the outset. Investing time in a thorough and tailored setup process will establish a strong foundation for improved performance and accuracy. Benefits of Optimizing Claude Code Implementing these optimization strategies offers a range of significant benefits: Improved Accuracy: By reducing clutter and focusing on relevant data, Claude delivers faster and more precise responses. By reducing clutter and focusing on relevant data, Claude delivers faster and more precise responses. Lower Costs: Streamlined workflows minimize unnecessary token consumption, leading to reduced expenses. Streamlined workflows minimize unnecessary token consumption, leading to reduced expenses. Enhanced User Experience: Optimized operations result in smoother workflows and better overall performance. These benefits not only enhance Claude Code's functionality but also improve your overall experience with the tool, making it a more reliable and effective resource for your projects. Additional Tips for Success To maximize the effectiveness of these strategies and tools, consider the following additional tips: Provide clear and concise instructions to Claude to minimize errors and improve the tool's overall performance. Ensure compatibility with your programming languages and project types to avoid integration issues and maintain seamless workflows. Regularly review and refine your optimization strategies to adapt to evolving project requirements and technological advancements. By addressing inefficiencies and using tools like semantic search and Serena MCP, you can unlock the full potential of Claude Code. These strategies not only improve performance and accuracy but also make Claude a more effective and dependable tool for achieving your project goals. Media Credit: AI LABS Filed Under: AI, Guides Latest Geeky Gadgets Deals Disclosure: Some of our articles include affiliate links. If you buy something through one of these links, Geeky Gadgets may earn an affiliate commission. Learn about our Disclosure Policy.

More people than ever are using ChatGPT
More people than ever are using ChatGPT

The Independent

time25 minutes ago

  • The Independent

More people than ever are using ChatGPT

OpenAI's ChatGPT now processes approximately 2.5 billion user prompts daily, with 330 million originating from the US. This figure represents a significant increase from the 1 billion daily queries reported in December, highlighting the chatbot's rapid growth. Despite this surge, ChatGPT's daily prompt volume remains lower than Google 's estimated 8 to 13 billion daily searches. The AI chatbot has become the world's fifth-most-visited website, transforming internet usage and showing capabilities in summarising, reasoning, and answering complex questions. Studies indicate a shift in user behaviour, with Google's global visits declining while ChatGPT's visits have risen by 160 per cent in the past year, particularly among Gen Z.

More mega deals in the offing, says JPMorgan's global M&A head Aiyengar
More mega deals in the offing, says JPMorgan's global M&A head Aiyengar

Reuters

timean hour ago

  • Reuters

More mega deals in the offing, says JPMorgan's global M&A head Aiyengar

NEW YORK, July 23 (Reuters) - Companies worldwide are pursuing bigger deals in the second half of this year as executives get increasingly comfortable with volatile markets and unpredictable world politics, dealmakers at JPMorgan Chase (JPM.N), opens new tab forecast. Mergers and acquisitions have been regaining momentum after U.S. President Donald Trump's trade war brought the market to a grinding halt in April. Global M&A volumes jumped 27% in the first half to $2.2 trillion versus a year earlier, driven by a 57% surge in the number of mega deals valued above $10 billion, according to data from JPMorgan, the biggest U.S. bank and second-biggest dealmaker in the world. 'There was a sentiment shift from waiting for certainty to dealing with uncertainty, because you can't just keep waiting," Anu Aiyengar, JPMorgan's global head of advisory, mergers and acquisitions, said in an interview to discuss the bank's mid-year M&A outlook report. 'Boards are encouraging management teams to think big, think bold and act as opposed to waiting for certainty," she said. Between volatile markets and multiple wars, C-suites are looking for truly transformative deals, mega deals generally worth $10 billion or more, to help secure supply chains and bolster technology in an unsure world. Cross-border activity has persisted despite increased regulatory risks, JPMorgan's investment bankers wrote. That is because the need for scale has become crucially important, especially for large multinational corporations that face heightened political protectionism on multiple continents, volatile markets and swift and dramatic changes in technological needs, they said. Keeping up with the latest AI innovations is expensive and growing fast and will drive a lot of dealmaking in the second half of this year. The artificial intelligence market is expected to grow to $1.8 trillion by 2030 from $60 billion in 2022, the bank estimates. The number of American businesses that buy AI tools today stands at 40%, double the market from last year. Tech companies are expected to spend $1 trillion on data centers alone over the next five years. The market is rewarding deals that deliver scale, Aiyengar said. A $500 million deal is just not large enough to have a big impact on solving operational problems or improving shareholder value, she added. 'Because the problems you need to solve are big, dipping your toe into it doesn't work. You need to do something meaningful," Aiyengar said. The hottest sectors for the rest of the year, she said, are tech, industrials and energy. Deal activity in Asia almost doubled in the first half of the year from the same time last year, and that does not show any signs of slowing down for the rest of the year, JPMorgan said. But the hottest and probably most expensive market in the world to buy into right now is America, Aiyengar said. 'The market here is bigger. The consumer here is more resilient. The ability of companies to react to things is faster. Generally, agility and nimbleness are higher, and for those reasons, in a volatile environment, this becomes an even more attractive market," she said.

DOWNLOAD THE APP

Get Started Now: Download the App

Ready to dive into a world of global content with local flavor? Download Daily8 app today from your preferred app store and start exploring.
app-storeplay-store