Part of acquiring facility using AI means going both deep in a few specific spaces and wide in others to develop a broad-based generalism and an ability to see patterns across very different environments.
I’m narrowing my field of focus over time to four distinct “domains” of art, knowledge, science, etc.
I’ve essentially narrowed one of those domain “slots” down to self-direction.
In the agentic AI era I find myself living and working in, self-direction involves turning abstract ideas into tangible, physical realities that drive human evolution.
I asked Claude AI for concrete, actionable guidance on ways to engage and improve that skill.
Here’s part of what it said:
🔍 Look for Areas That Benefit from an Innovative Approach
Audit your frustrations. Keep a “friction log” — whenever something feels clunky, slow, or unnecessarily hard, write it down.
Use the “How Might We” framing. Reframe any problem as “How might we…?”
Benchmark outside your field. Look at how completely different industries solve analogous problems. Pick a problem you have and ask: who else has solved something like this?
Schedule a monthly “pre-mortem.” Imagine a project or process has failed 12 months from now. Work backward to identify the weak points — those are exactly the places where innovation is most needed.
🤝 Spend Time with Imaginative People
Build a “personal board of advisors.” Identify 4–6 people across different disciplines whose thinking challenges yours. Reach out deliberately — not just when you need help, but on a regular cadence (monthly coffee, a shared Slack channel, a standing call).
Join cross-disciplinary communities. Seek out groups where creative collision is built in: design thinking workshops, startup accelerator events, improv comedy classes, hackathons, and/or local maker spaces.
Adopt “yes, and…” as a conversational rule. In discussions, resist the urge to immediately critique. Build on others’ ideas first before evaluating them.
Facilitate idea sessions with clear constraints. Run 30-minute sessions with a specific prompt + a time limit. Constraints force originality and make it easier for imaginative people to engage.
💡 Think Up New Possibilities (Alone & In Groups)
Solo: Use “random input” prompts. Open a dictionary or Wikipedia to a random page, pick a word or concept, and force a connection to your current challenge. Even absurd links often unlock real ideas.
Solo: Mind-map without judgment. Set a timer for 10 minutes and dump every idea connected to a problem — no filtering, no editing. Evaluation comes after generation, never during.
In groups: Try “brainwriting” instead of brainstorming. Each person silently writes 3 ideas in 5 minutes, then passes their sheet to the next person, who builds on those ideas. This avoids groupthink and gives introverts an equal voice.
In groups: Assign a “Devil’s Advocate” and an “Optimist” role explicitly. Rotate them. This structures tension productively and stops one personality from dominating the ideation.
Use the “10x thinking” prompt. Ask yourself or your group: What would we do if we had to achieve 10 times the result with the same resources? It forces abandonment of incremental thinking.
🔗 Find Connections & Generating Insights When Things Don’t Make Sense
Sit with ambiguity on purpose. When something doesn’t make sense, resist the reflex to resolve it immediately. Write the contradiction down and sleep on it. Many breakthrough insights emerge when the unconscious mind works on unresolved tensions.
Draw it out. If you can’t understand something conceptually, try drawing it as a system map or flow diagram. Visual representation forces you to make relationships explicit and often reveals where your mental model has a gap.
Apply “first principles thinking.” Strip the confusing area back to its most basic truths. Ask: what do I know for certain here, and what am I assuming? Separate those two lists. Confusion often hides inside an unexamined assumption.
Seek the “adjacent expert.” Find someone who works near the area you’re confused about but from a different angle — a finance person looking at a marketing problem, or an engineer looking at a design challenge. Their naive questions often cut right to the real issue.
Use analogical reasoning deliberately. When stuck, ask: what is this situation most like? Then ask: how was it solved there? Metaphor is one of the most powerful tools for generating insight across domains.
The thread connecting all four areas: build habits around exposure to novelty, protect space for reflection, and deliberately create friction between different ways of thinking. Innovation is less a talent and more a practice.
I asked which one to start with, and here’s Claude’s suggestion:
Start with: Spending time with imaginative people discussing and refining your ideas.
Other people accelerate everything else. Imaginative conversations expose you to new problem areas worth innovating, naturally generate possibilities you wouldn’t reach alone, and surface unexpected connections when things don’t make sense. Human creative energy is the fastest catalyst — build that network first, and the other three practices gain momentum immediately.