Professor Ethan Malek prescribes a powerful homework assignment for any professional unsure about AI: attempt to use it for every single task during a workday. This immersive approach is the fastest way to personally map AI's 'jagged frontier' of capabilities and discover where it can truly add value.

A profoundly underutilized feature of AI is its ability to teach. Instead of just delegating tasks, professionals should ask LLMs to train them in new skills, create practice assignments, and evaluate their performance, unlocking rapid personal development.

People focus on what AI can do *for* them, but a greater opportunity is what AI can teach them. For the first time, everyone has access to a patient, expert tutor. Professionals should spend their spare time asking an AI to train them in new domains, from coding to product management.

The best way to learn new AI tools is to apply them to a personal, tangible problem you're passionate about, like automating your house. This creates intrinsic motivation and a practical testbed for learning skills like fine-tuning models and working with APIs, turning learning into a project with a real-world outcome.

The most effective users of AI tools don't treat them as black boxes. They succeed by using AI to go deeper, understand the process, question outputs, and iterate. In contrast, those who get stuck use AI to distance themselves from the work, avoiding the need to learn or challenge the results.

Beyond basic tasks, the most profound way to grasp AI's potential is to use it as a partner to build a working website or application, even with zero coding experience. This demonstrates AI's power to fundamentally change an individual's creative and technical capabilities.

It's tempting to spend weeks setting up complex AI systems and skills before starting. This is a form of procrastination. The most effective way to learn AI tools is to jump straight into building a real-world application, learn from the errors, and iterate.

AI operates on principles that are often counterintuitive to experienced professionals. Mastering AI means actively building new intuitions ('Fingerspitzengefühl') through experimentation, not relying on old mental models for how systems should integrate or behave.

Instead of merely outsourcing tasks to AI, frame its use as a tool to compound your learning. AI can shorten feedback loops and help you practice and refine a craft—like messaging or video editing—exponentially faster than traditional methods, deepening your expertise.