A core principle for developing successful AI products is to focus on amplifying human capabilities, not just replacing them. The vision should be to empower human teams to perform the most demanding cognitive tasks and increase their impact, which leads to better product design and user adoption.

A copywriter initially feared AI would replace her. She then realized she could train AI agents to ensure brand consistency in all company communications—from sales to support. This transformed her role from a single contributor into a scaled brand governor with far greater impact.

Instead of viewing AI with a fear-based scarcity mindset (e.g., "How will this replace me?"), adopt an abundance approach. Ask how AI can augment your skills and make you better at your job. Professionals who master using AI as a tool will become more, not less, valuable in the marketplace.

Treat advanced AI systems not as software with binary outcomes, but as a new employee with a unique persona. They can offer diverse, non-obvious insights and a different "chain of thought," sometimes finding issues even human experts miss and providing complementary perspectives.

When introducing AI automation in government, directly address job security fears. Frame AI not as a replacement, but as a partner that reduces overwhelming workloads and enables better service. Emphasize that adopting these new tools requires reskilling, shifting the focus to workforce evolution, not elimination.

Dr. Li rejects both utopian and purely fatalistic views of AI. Instead, she frames it as a humanist technology—a double-edged sword whose impact is entirely determined by human choices and responsibility. This perspective moves the conversation from technological determinism to one of societal agency and stewardship.

The most effective use of AI isn't full automation, but "hybrid intelligence." This framework ensures humans always remain central to the decision-making process, with AI serving in a complementary, supporting role to augment human intuition and strategy.

While AI offers efficiency gains, its true marketing potential is as a collaborative partner. This "designed intelligence" approach uses AI for scale and data processing, freeing humans for creativity, connection, and building empathetic customer experiences, thus amplifying human imagination rather than just automating tasks.

When AI automates a core task like content writing, don't eliminate the role. Instead, reframe it to leverage human judgment. A "content writer" can be transformed into a "content curator" who guides, edits, and validates AI-generated output. This shifts the focus from replacement to augmentation.