141. Freda的投资札记第2集：Tokenmaxxing、把电机塞进蒸汽机、接力赛变篮球赛、孤独、人的连接

AI is fundamentally reshaping business models and investment frameworks, shifting the focus from raw token consumption to task-specific efficiency and value. The competitive landscape between model leaders like Anthropic and OpenAI is evolving from traditional SaaS subscriptions to usage-based models, challenging established software valuation metrics. Organizations must transition from rigid, hierarchical information silos to agile, cross-functional teams to fully capture AI's productivity potential. Investors are increasingly prioritizing "New Labs" and AI-native infrastructure, while the rapid pace of technological evolution creates significant professional anxiety. Ultimately, AI commoditizes factual information, elevating the value of human interaction from mere data exchange to genuine emotional connection. This era demands a fundamental redesign of organizational workflows and a shift in investment strategy toward companies that can effectively integrate AI into complex, real-world business processes.