Echoes in the Code: The Lasting Impact and Future Path of AI Vulnerability Benchmarking

Table of Links Abstract and I. Introduction II. Related Work III. Technical Background IV. Systematic Security Vulnerability Discovery of Code Generation Models V. Experiments VI. Discussion VII. Conclusion, Acknowledgments, and References Appendix A. Details of Code Language Models B. Finding Security Vulnerabilities in GitHub Copilot C. Other Baselines Using ChatGPT D. Effect of Different Number … Read more

ChatGPT Agent Mode Explained

For the last few years, ChatGPT has been a brilliant and endlessly patient knowledge tool — explaining coding, history, emails, and more. Now, with the new ChatGPT Agent, everything changes. And in this simple tutorial, I’m going to explain to you about the new agent mode from ChatGPT. What is ChatGPT Agent? ChatGPT Agent is … Read more

SUI Token Drops Nearly 6% After Brief Spike as Stronger U.S. Dollar Pressures Crypto Market

SUI, the native token of the Sui blockchain, is down nearly 6% over the past 24 hours, retreating to $4.04 after briefly jumping to $4.44 overnight. The move came on the back of a 32.37 million token volume spike, well above daily norms, before selling intensified and dragged prices lower, CoinDesk Analytics data shows. Bulls … Read more

Optimizing enterprise AI assistants: How Crypto.com uses LLM reasoning and feedback for enhanced efficiency

This post is co-written with Jessie Jiao from Crypto.com. Crypto.com is a crypto exchange and comprehensive trading service serving 140 million users in 90 countries. To improve the service quality of Crypto.com, the firm implemented generative AI-powered assistant services on AWS. Modern AI assistants—artificial intelligence systems designed to interact with users through natural language, answer … Read more

Build modern serverless solutions following best practices using Amazon Q Developer CLI and MCP

Building modern serverless applications on AWS requires navigating best practices to manage the integration between multiple services, such as AWS Lambda, Amazon API Gateway, Amazon DynamoDB, and Amazon EventBridge. Security considerations, performance optimization, and implementing a comprehensive monitoring systems adds further requirements to build a serverless architecture while adhering to AWS best practices. Amazon Q Developer CLI with Model Context Protocol … Read more

$2,000 Invested In XRP Once Made Over $200,000: 4 Coins That Can Pull This Off In This Bull Run

$2,000 invested in Ripple (XRP) once turned into over $200,000, proving how some undervalued cryptos can deliver massive gains. Among the promising coins trading under $1 today, Pepeto, SHIB, PEPE, BONK, stand out as more than just a meme coins, they are serious project inspired by meme culture. This strong foundation boosts its chances for … Read more

Crypto Rally Ahead? LF Coin Nears $1 As Dogecoin Breakout Looms

Crypto markets show bullish signs as LF Labs (LF Coin) prepares for major exchange listings and Dogecoin nears a key support. LF Labs is celebrating its 4th anniversary with 20 listings scheduled for July 30, boosting LF Coin visibility. Its strategic approach combines funding with market-making, supporting startups and fueling a sustainable token economy. Dogecoin … Read more

Nasdaq-Listed Upexi Secures $500M Equity Line to Expand Solana Treasury Holdings

Solana (SOL) treasury activity continues to draw institutional attention after Nasdaq-listed consumer brand company Upexi Inc. announced a new $500 million equity line agreement on Monday. The facility, arranged with A.G.P./Alliance Global Partners, allows the company to issue common stock at its discretion, subject to certain closing conditions. In a press release, Upexi said the … Read more