The Curious Case of Code-Generating AI Leading to ‘Package Hallucinations’
In a startling revelation, researchers at the University of Texas at San Antonio (UTSA) uncovered an issue with code-generating language models (LLMs) that they termed ‘package hallucinations.’ Their study, which also involved the University of Oklahoma and Virginia Tech, showed that these LLMs occasionally recommend third-party software packages that don’t actually exist. When examining 16 different LLMs, they found a significant proportion—5.2% for commercial and 21.7% for open-source models—of generated Python and JavaScript code samples included such hallucinations. What’s more concerning is the tendency of these models to repeat the same erroneous package suggestions, casting doubts on the reliability of LLMs for code generation without thorough human oversight.
Chris Krebs Parts Ways with SentinelOne Amid White House Investigations
Former CISA Director Chris Krebs, who served during the Trump administration, announced his resignation from cybersecurity firm SentinelOne. This development occurred after President Donald Trump ordered the Justice Department to investigate Krebs and Miles Taylor, both of whom were critical of the president post-2020 election. Krebs, known for his candid dismissal of fraud claims during the election, communicated his exit in an email, stating that the associated White House executive order named him directly and referenced SentinelOne, and hence he chose to step down to distance the company from his personal battles.
AI: A Driving Force in the New Industrial Revolution
As Snyk CEO Peter McKay notes, artificial intelligence (AI) is changing the game for the tech industry, prompting a faster pace of innovation and decision-making than ever before. McKay, who witnessed the fluctuations of the dot-com era, sees parallels but also significant differences, with AI showing more promise and revolutionizing everything from manufacturing to cybersecurity. AI investments continue to grow, seen in the commitment of leading companies and the car manufacturing industry’s prioritization of AI as a key technology. This marks an exciting era where AI’s role in business cannot be underestimated.
Navigating the World of WeWork Office Solutions
For businesses facing changes in their size or market presence, WeWork remains a steadfast ally, offering flexible office solutions. With over 600 global locations, WeWork positions itself as the go-to for companies needing anything from a private office to a full-floor headquarters, now presenting special offers with discounts to cater to the evolving needs of businesses.
Addressing the Cost of Home Internet and the Challenge of Rare Earths
Recent data reflects a worrying trend for U.S. adults, who are reportedly paying an average of $195 more for home internet this year, as per a CNET survey. Meanwhile, the debate around U.S. dependencies on China for “heavy rare earths” continues, with NioCorp CEO Mark Smith warning of the leverage China holds in this critical sector that underpins modern electronics—stressing the necessity for the U.S. to establish self-sufficiency in these resources.
From AI Action Figures to Securing Uncommon Apps
Going beyond the serious implications of AI, enthusiasts can now turn themselves into action figures, thanks to this technology’s creative utilization. Meanwhile, YeshID provides a solution for businesses juggling a range of applications, even the less common ones, by streamlining onboarding, security policies, and access reviews, highlighting the integral role of comprehensive identity management platforms in today’s corporate environment.
Sharing Knowledge and Swag with IT Brew
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