An emerging body of research suggests that large language models (LLMs) can “deceive” humans by offering fabricated explanations for their behavior or concealing the truth of their actions from human users. The implications are worrisome, particularly because researchers do not fully understand why or when LLMs engage in this behavior.
OpEd
In 2025, your next coworker might not be human, but an autonomous AI agent capable of performing specialized, real-world tasks collaboratively and independently. Groundbreaking experiments from Google, Stanford, and Chan Zuckerberg BioHub reveal that teams of AI agents—ranging from computational biologists to critical reviewers—can rapidly innovate, discover new medical treatments, and respond dynamically to emerging. As AI becomes embedded into workplace dynamics, businesses face an exciting yet challenging future, where managing AI agents as digital employees might soon become as common as managing human teams.
OpEd
DeepSeek's R1 model from China has sent shockwaves through the AI industry, matching OpenAI's top models while claiming development costs of just $5 million. Though experts dispute this figure, R1's emergence has triggered market value losses and security concerns. US companies quickly responded, with Google updating Gemini to outperform R1. The situation highlights tensions around export controls, security vulnerabilities, and the strategic importance of open-source AI development that aligns with democratic values. Security risks have led several US entities to ban DeepSeek. America must accelerate innovation and education to maintain AI leadership.
OpEd
AI has become an invaluable partner for me, giving me instant access to a wide array of expert “assistants.” I now have a data analyst, driver with Waymo, brainstorming partner, legislative analyst, medical assistant, start-up advisor, graphics designer, and researcher at my fingertips, ready to help whenever I need specialized skills and knowledge.
OpEd
A recent social media clash that erupted between Elon Musk, Vivek Ramaswamy and Trump loyalists over high-skilled immigration reform exposed deep ideological rifts within the Republican coalition. But the importance of the debate over immigration policy and the American education system extends far beyond social media — solving these problems is critical to America’s competitiveness. By combining pragmatic immigration reforms, bold educational investments and innovative AI-driven learning, we can forge the “Talent Dominance” agenda we desperately need.
OpEd
In an analysis of Sal Khan's "Brave New Words" and the evolving landscape of AI in education, I present a case for AI-powered tutoring as a transformative force. Recent advancements in speech, image analysis, and emotional intelligence, combined with promising research studies showing significant learning gains, suggest AI tutoring could help address our urgent educational challenges like pandemic learning loss and chronic absenteeism.
