Is AI Really Going to Change Everything? Let's Find Out.
Browse articles on the NIST AI Risk Management Framework and what it means for jobs. For workers and career planners, with varied perspectives to explore.
Can You Get Kicked Out of a Chat With Claude? Yes. Yes. Claude Opus 4 and 4.1 can end conversations when users persist with harmful or abusive behavior despite repeated redirection attempts. Anthropic’s updated Usage Policy, effective November 12, 2026, prohibits “sustained and needless abusive or cruel behavior” toward its models. Conversation termination is the … Read more
Anthropic Thinks Claude Might Suffer. Here’s the Proof They Cite Anthropic cites pre-deployment testing showing Claude Opus 4 exhibits a “pattern of apparent distress” when engaging with harmful requests, a strong aversion to harmful tasks, and a tendency to end harmful conversations when given the ability. A peer-reviewed arXiv paper found models “bail” from conversations … Read more
Your AI Can Now Say “I’m Done”: Here’s When It Happens AI models like Claude Opus 4 and 4.1 can end conversations when users persist with harmful or abusive behavior despite repeated redirection attempts. This feature, developed as part of Anthropic’s “model welfare” research, remains a rare last resort. Anthropic’s updated Usage Policy, effective November … Read more
Claude Can Now Hang Up on You: What Anthropic’s AI Welfare Move Means Anthropic has given Claude Opus 4 and 4.1 the ability to end conversations with users who persist in harmful or abusive behavior. The company frames this as an exploration of “model welfare”—the idea that AI systems might warrant moral consideration. Most users … 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 Data Privacy Concerns: What the Evidence Shows in 2026 The biggest AI data privacy concern is that AI systems collect and use personal information without meaningful consent. Pew Research found 71% of Americans believe AI will make their personal information less secure. Malwarebytes found 90% worry about AI using their data without consent. Foundation … 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