How SAFE Performs Compared to Human Annotations

Table of Links Abstract and 1 Introduction 2 LongFact: Using LLMs to generate a multi-topic benchmark for long-form factuality 3 Safe:LLM agents as factuality autoraters 4 LLMs agents can be better factuality annotators than humans 5 F1@k: Extending F1 with recall from human-preferred length 6 Larger LLMs are more factual 7 Related Work 8 Limitations … Read more

NFT Marketplace Magic Eden Buys Trading App Slingshot

Non-fungible token (NFT) marketplace Magic Eden has acquired Slingshot, a trading app that allows users to see their crypto balance across multiple protocols. Slingshot allows users to trade tokens from a single universal USDC balance, removing hurdles like wallet setup, bridging assets across chains, and juggling gas fees, thus expanding Magic Eden well past Solana … Read more

OpenSea urges SEC to exclude NFT marketplaces from regulator’s remit

Non-fungible token marketplace OpenSea has urged the US Securities and Exchange Commission to exclude NFT marketplaces from regulation under federal securities laws. The SEC needs to “clearly state that NFT marketplaces like OpenSea do not qualify as exchanges under federal securities laws,” OpenSea general counsel Adele Faure and deputy general counsel Laura Brookover said in … Read more

So Are Vapes Making a Comeback Under the Trump Administration?

The direction of federal vapor product regulation in the United States hangs in the balance following leadership changes within the U.S. Department of Health and Human Services. While many vapers and industry advocates welcome the departure of certain vocal anti-vaping officials, a sense of uncertainty prevails. Meaningful policy reform is still needed to translate President … Read more

81.6% of XRP supply is in profit, but traders in Korea are turning bearish — Here is why

XRP has struggled to find sustained bullish momentum since reaching its cycle peak at $3.40 on Jan. 16, 2025. XRP (XRP) dropped as much as 46% over the past three months, but despite its recent drawdown, Glassnode data indicates that 81.6% of XRP’s current circulating supply remains in profit. While the profit supply percentage is … Read more

Edge AI Agents Are Apparently a Thing Now

While generative AI and LLMs dominate today’s headlines, a quieter but equally profound transformation is unfolding at the network’s edge. Edge AI agents—autonomous systems operating directly on endpoint devices—are fundamentally reshaping how we deploy intelligence. The implications for developers and architects are immediate and far-reaching. What Are Edge AI Agents? Simply put, Edge AI agents … Read more

QR Code Payment Methods: How Businesses Can Simplify Transactions and Cut Costs with Open Banking

In an increasingly cashless world, QR code payments have emerged as one of the most versatile and accessible methods for both businesses and consumers. With 94% of UK residents aged 16+ now owning a smartphone, QR payments are fast becoming a mainstream way to pay — whether you’re at a pop-up market, settling a restaurant … Read more

Bitwise doubles down on $200K Bitcoin price prediction amid trade tension

Institutional crypto investment firm Bitwise has doubled down on its big Bitcoin price prediction for this year despite escalating global trade tensions. “In December, Bitwise predicted that Bitcoin would end the year at $200,000. I still think that’s in play,” Bitwise chief investment officer Matt Hougan said in an April 9 blog post.  He suggested … Read more

Bitcoin Eyes $87K After Double Bottom Breakout; Dogecoin, XRP Bulls Look to Establish Control

The news cycle has turned chaotic for crypto traders, courtesy of President Donald Trump’s back-and-forth tariffs announcement. In such situations, traders tend to ignore the noise and follow the tape – monitor the price chart, identify the path of least resistance and follow the same. In case of bitcoin (BTC), the tape has turned bullish, … Read more

Ever Wanted to Run a Data Engine on Kubernetes? SeaTunnel Just Made It Weirdly Simple

SeaTunnel provides a method to run the Zeta engine in cluster mode, allowing Kubernetes to locally deploy the Zeta engine for more efficient application deployment and management. In this guide, we will explore more about running the Zeta engine in cluster mode with SeaTunnel on Kubernetes and understand how to leverage the advantages of the … Read more

This One Data Company Abandoned DataX, Upgraded to SeaTunnel, and Turbocharged Its Workflows

With the continual evolution of big data technologies, the role of data synchronization tools in enterprises has become increasingly crucial. To meet the complex and varied business demands, finding an efficient and flexible data synchronization tool is paramount. In this article, we’ll share insights from Li Hongjun, the R&D manager at JoyaData Communications, on why … Read more

3 reasons why Ethereum price keeps falling

Ether’s (ETH) most recent sell-off saw it lose the crucial $1,500 support level, and a number of technical indicators suggest that ETH may witness a deeper correction before embarking on a sustained recovery. Data shows Ether’s price dropped below its realized price — an onchain metric that recalculates the market value of a cryptocurrency based … Read more