According to @AnthropicAI, AI reduces time-to-completion more for complex prompts that require higher education levels than for simpler tasks, indicating larger time savings on higher-difficulty workflows (source: Anthropic @AnthropicAI, X, Jan 15, 2026). According to @AnthropicAI, this relationship holds even after controlling for the fact that more complex tasks have lower success rates, implying the time reduction effect remains robust to task difficulty-related failures (source: Anthropic @AnthropicAI, X, Jan 15, 2026). According to @AnthropicAI, the post shares a qualitative productivity result without numerical effect sizes or asset-specific mentions, so traders in AI-related equities and AI-linked crypto themes only have a directional signal from this update at this time (source: Anthropic @AnthropicAI, X, Jan 15, 2026).