Is AI Really Going to Change Everything? Let's Find Out.
Browse articles on large language models and how they may affect jobs. For workers and career planners, with varied, regularly updated perspectives to explore.
Is Your Personal Data Being Used to Train AI Without Your Permission? Yes, in many cases your personal data has been used to train AI models without your explicit permission. Companies like Meta, OpenAI, and Google have trained AI systems on public posts, photos, and chat conversations by default, relying on “legitimate interest” or broad … Read more
Why Does AI Feel Like It’s Changing Everything So Fast? AI feels fast because it is fast — faster than any technology in modern history. Generative AI reached 53% population adoption in three years, compared with electricity’s four decades. Frontier models gained 30 percentage points on PhD-level benchmarks in a single year. But human brains … Read more
Can You Trust AI-Generated News and Information? You cannot fully trust AI-generated news and information, but the risk varies by platform and use case. The largest study of its kind found AI assistants misrepresent news content 45% of the time. NewsGuard audits show chatbots repeat false claims 15% of the time for typical users. Regulation … Read more
Could AI Ever Get “Out of Control”? What Experts Really Say Yes, according to many leading AI researchers, AI could get out of control — but the risk is concentrated in future superintelligent systems, not current chatbots. A 2026 MIT-led survey of 272 experts found 18 of 24 AI risk categories carry a greater than … Read more
Are AI Chatbots Listening to Everything You Say? AI chatbots are not constantly recording everything you say, but the reality is more complicated than a simple no. Voice assistants like Alexa, Siri, and Google Assistant use always-on microphones that listen for wake words locally. Once activated, audio is sent to cloud servers. Major lawsuits have … Read more
Is the Fear of AI Taking Jobs Overblown or Justified? The fear of AI taking jobs is partially justified but largely overblown in the near term. Forrester projects only 6% of US jobs will be automated by 2030, and the Atlanta Fed finds little evidence of aggregate employment declines. However, entry-level hiring in AI-exposed fields … Read more
What Should You Do If You Think AI Will Replace Your Role? If you believe AI will replace your role, do not panic — and do not wait. Start by auditing which of your tasks AI can actually do versus which require human judgment. Then build AI fluency, document your human-intensive contributions, and explore retraining … Read more
Can You Really Compete With AI at Work? Yes, you can compete with AI at work — but not by trying to match it on speed, memory, or volume. The workers who are winning are those who combine AI fluency with distinctly human capabilities: judgment, creativity, leadership, and relationship-building. Workers with AI skills earn a … Read more
Is Your Job Safe From AI, or Just Safe for Now? The most common fear about AI is job displacement, especially for white-collar and entry-level workers. The evidence is mixed: AI has been linked to over 180,000 corporate job losses since 2023, yet economists find little evidence of widespread aggregate unemployment so far. The bigger … Read more
Is AI Really Going to Take Your Job? What the Data Actually Shows AI is not causing widespread job loss. Stanford payroll data shows no economy-wide displacement, though young workers in AI-exposed occupations face a 19% employment gap. MIT estimates AI can technically replace 11.7% of U.S. workers. Goldman Sachs projects just 0.6 percentage point … Read more