Anthropic’s Claude Cowork recasts the AI chatbot as an asynchronous desktop agent, letting nontechnical users hand off browser research, document work and file tasks for longer runs. A live test of the research preview finds a promising, still-janky bridge between Claude chat and Claude Code, with its biggest questions centered on interface, permissions and trust.

Reid Hoffman sees 2026 as the year AI agents leave the coding terminal and enter the everyday machinery of work, running in parallel and coordinating longer tasks. He argues that companies will need to rethink meetings, planning, and creative labor while navigating an intensifying backlash against the technology.

Two founders take stock of a breakout year for their AI-first company while forecasting a 2026 shaped by agent-native software, empowered designers and the slow reinvention of engineering. Their optimism about rapid progress is tempered by fears of election deepfakes, AI-washed layoffs and an AGI timeline that keeps receding.

Reid Hoffman traces the philosophical roots of entrepreneurship and artificial intelligence, arguing that language models sharpen old questions about truth, reasoning and human nature. The LinkedIn co-founder considers AI as the latest technology reshaping how people perceive, learn and collectively evolve.