Is AI Really Going to Change Everything? Let's Find Out.
Browse articles on AI alignment and what it means for jobs. For workers and career planners, with varied, regularly updated perspectives to explore.
Anthropic Existential Risk: What the AI Safety Lab Actually Warns About Anthropic, the AI lab behind Claude, formally warns that advanced AI poses “catastrophic or existential risks to humanity.” Its own alignment lead, Evan Hubinger, estimates a greater than 10% chance AI kills humans within the next decade. CEO Dario Amodei has put the risk … Read more
Trump Superintelligence: What the White House Accord, Executive Order, and Super Intelligence Force Actually Do President Trump’s superintelligence policy centers on three actions: an executive order renaming “artificial intelligence” to “super intelligence” (SI) across federal agencies, a voluntary “White House Accord on Super Intelligence” signed by six tech CEOs committing to self-regulation, and a “Super … Read more
Safe Superintelligence: Can AI Be Built to Stay Under Human Control? Safe superintelligence refers to building AI that surpasses human intelligence without losing human control. The core challenge is alignment — ensuring AI systems pursue goals that match human values. No lab has solved alignment, and Anthropic’s head of alignment research estimates a 10%+ risk … Read more
Artificial Superintelligence: What People Fear Most and What the Evidence Says The most common fear about artificial superintelligence is loss of human control — that AI could eventually surpass human intelligence, act against human interests, or spiral beyond our ability to govern it. A 2026 survey found 78% of Americans believe advanced AI could destroy … Read more
AI Job Loss Predictions: What the Data Actually Shows in 2026 AI job loss predictions vary widely. Goldman Sachs estimates 15 million U.S. workers (9% of the workforce) could be displaced over the next decade. McKinsey projects 11 million workers will need to change occupations by 2035. Pew Research found 55% of adults in high-income … Read more
The Real Dangers of AI: What the Evidence Says in 2026 The most common fear about AI is job displacement, with a median of 55% of adults in high-income countries expecting AI to reduce jobs in the next 20 years. Deepfakes, privacy loss, and algorithmic bias are evidence-based near-term harms. Existential risk remains debated among … Read more
AI IQ Tests: Can Artificial Intelligence Actually “Think”? AI models can score higher than nearly all humans on IQ tests, but IQ scores do not prove AI can think. IQ tests measure pattern recognition, not consciousness, understanding, or common sense. AI excels at finding patterns in data—including test questions—without possessing the kind of flexible, self-aware … Read more
AGI Explained: What Happens When AI Matches Human Intelligence Artificial General Intelligence (AGI) refers to AI systems that can learn and perform any intellectual task a human can, across all domains. It does not exist yet. Expert timelines range from 2026 to 2040, but there is no scientific consensus. The biggest concerns are job displacement, … Read more
Data Center Anxiety: Why Communities Are Pushing Back Against AI’s Growing Footprint The most common fear driving community pushback against AI data centers is that these facilities will consume disproportionate amounts of local water and electricity while shifting costs onto ordinary ratepayers and producing constant noise pollution. Residents worry they’ll bear the environmental and financial … Read more
Why Millions Fear AI Job Loss — And What to Do About It The most common fear about AI is job displacement — that machines will make human workers obsolete. Surveys show 36% of workers globally worry AI could replace their jobs, and 89% fear AI job loss generally, even if they don’t expect it … Read more