Finding transformative AI use cases requires more than strategic planning; it needs unstructured, creative "play." Just as a musician learns by jamming, teams build intuition and discover novel applications by experimenting with AI tools without a predefined outcome, letting their minds make new connections.

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.

To avoid generic brainstorming outcomes, use AI as a filter for mediocrity. Ask a tool like ChatGPT for the top 10 ideas on a topic, and then explicitly remove those common suggestions from consideration. This forces the team to bypass the obvious and engage in more original, innovative thinking.

Don't limit an AI agent to tasks you can already imagine. After providing full context on your work, ask it open-ended questions like, “How can you make my life easier?” This strategy of “hunting the unknown unknowns” allows the AI to suggest novel, high-value workflows you wouldn't have thought to request.

The tendency for AI models to "make things up," often criticized as hallucination, is functionally the same as creativity. This trait makes computers valuable partners for the first time in domains like art, brainstorming, and entertainment, which were previously inaccessible to hyper-literal machines.

The most effective way to use AI in creative fields is not as an automaton to generate final products, but as a tireless, hyper-knowledgeable writing partner. The human provides taste and direction, guiding the AI through back-and-forth exchanges to refine ideas and overcome creative blocks.

The tendency for generative AI to "hallucinate" or invent information, typically a major flaw, is beneficial during ideation. It produces unexpected and creative concepts that human teams, constrained by their own biases and experiences, might never consider, thus expanding the solution space.

To maximize an AI agent's impact, don't just automate your current process. Push your creativity by asking what you would do with more time or infinite resources (e.g., "three interns"). This reframing helps you identify the next 10-15 valuable actions an agent could take, moving beyond simple task replication.

Go beyond using AI for simple efficiency gains. Engage with advanced reasoning models as if they were expert business consultants. Ask them deep, strategic questions to fundamentally innovate and reimagine your business, not just incrementally optimize current operations.