What MIT got wrong about AI agents: New G2 data shows they’re already driving enterprise ROI

A recent report has highlighted significant privacy risks associated with numerous free VPN applications, revealing issues like outdated code and insecure data handling practices. This matters because many users rely on these services for online security, unaware of the potential dangers lurking within these apps. The findings raise concerns about user privacy and the effectiveness of free VPNs, prompting a call for greater transparency and security in the industry.

Recent research highlights that even a small number of samples can negatively impact large language models (LLMs), raising concerns about data integrity and model reliability. This finding is significant as it underscores the importance of careful data selection and management in AI development, ensuring that LLMs remain robust and trustworthy.

In Japan's rapidly evolving power-trading market, weather forecasters are capitalizing on the demand for specialized data, providing energy firms with crucial insights to navigate one of the world's most volatile electricity markets. This trend not only highlights the importance of accurate weather predictions in energy trading but also signifies a growing intersection between technology and traditional industries, ultimately benefiting both forecasters and energy companies.

Notion has taken a bold step by completely overhauling its tech stack to support the latest version of its productivity software, which emphasizes agentic AI. This fresh start is significant because it allows Notion to enhance its capabilities and offer more sophisticated AI-driven workflows that can operate at an enterprise scale. By prioritizing this rebuild, Notion is positioning itself as a leader in the evolving landscape of AI technology, making it an exciting time for users and businesses alike.

Clearing the cache on your Windows 11 PC can significantly enhance its performance, making it run faster and more efficiently. This article provides a straightforward guide on how to locate the cache settings and clear out unnecessary data. Regularly managing your cache is essential because neglecting it can lead to sluggish performance and potential issues with your system's responsiveness.

The FCC's recent move to facilitate internet providers in charging hidden fees has raised concerns among consumers and advocacy groups. This decision could lead to increased costs for users who are already struggling with high internet bills. By allowing these additional charges, the FCC may be prioritizing the interests of providers over the needs of everyday people, making it crucial for consumers to stay informed and advocate for transparency in their internet service costs.

The article discusses the author's frustrating experience with 'vibe code', a term that seems to encapsulate the chaotic and often unproductive nature of certain online interactions. This matters because it highlights the challenges many face in digital communication, where clarity and purpose can be lost amidst noise and distraction.

The Apple AirTag 4-pack has become a favorite among readers, especially after being featured as a top buy during Amazon Prime Day. With a current discount of $35, it's the perfect time to grab these handy devices for tracking your keys, wallets, and luggage, making them an essential tool for holiday travel. This deal not only highlights the popularity of the AirTag but also emphasizes the growing need for smart tracking solutions as people prepare for their trips.

Snapchat has introduced a cap on the number of Memories users can store, prompting some to seek alternatives to avoid monthly storage fees. One user shares their experience of exporting Memories as a solution, highlighting the importance of managing digital storage effectively. This change affects many users who rely on the platform for preserving their moments, making it crucial to explore options to maintain access without incurring extra costs.

Anduril Industries CEO Brian Schimpf has highlighted the ongoing geopolitical tensions with China, emphasizing that this is now a reality for American businesses. His comments come in the wake of new tariff threats from President Donald Trump, which have caused market instability. This situation is significant as it reflects the broader implications of U.S.-China relations on the economy and the defense industry, suggesting that companies may need to adapt to a prolonged period of uncertainty.

Recent developments in weaponized AI have raised alarms as cybercriminals and nation-state actors can now dismantle software patches in just 72 hours. This rapid attack capability allows them to infiltrate networks, steal data, and deploy ransomware, leaving organizations vulnerable. Traditional patching methods are becoming obsolete, highlighting the urgent need for advanced defenses like Ivanti's kernel defense to protect against these sophisticated threats.