How companies and professionals are adopting AI, and what it means for work.
A public experiment by Nof1 gave GPT-5, Claude, Gemini, DeepSeek, Qwen and Grok $10,000 each to trade crypto perpetuals. Early results put DeepSeek ahead and GPT-5 and Gemini at the bottom.
MacroStrategy Partnership's Julien Garran says capital misallocation in the US makes the AI boom far bigger than the dot-com bubble, even as valuations keep climbing.
In an interview with Axios, Anthropic's chief executive said AI could eliminate half of entry-level white-collar jobs within five years and push unemployment toward 20 percent.
Analysts put the AI market near $758 billion in 2025 and see it heading past $3.6 trillion by 2034, while studies show work is shifting toward higher cognitive demands.
Routine roles are exposed, but AI is also creating new occupations and letting individuals do the work of teams. The World Economic Forum expects net job growth by 2030.
Fragrance houses are using machine learning to propose new scent formulas in days rather than months. Here is how the systems work and what they do not replace.
