Don’t Just Manage AI. Author Yourself.
Extraordinary AI Collaboration Begins with Who You Are, Not the Prompt
Your future AI fluency doesn’t begin with a better prompt, but with the courage to author who you are before the conversation begins.
An important note: This article isn’t a list of easy hacks. It’s an invitation to a deeper way of thinking about collaborating with AI. My article asks more of you, because the future we’re stepping into will ask more of all of us.
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I still hear many people complain about AI’s output. They usually say one of two things: “It can’t do what I do,” or “The quality isn’t good enough yet.”
Then I ask to see their conversations with AI — and I realise the problem isn’t the language model. It’s the mindset.
They’re approaching AI backwards.
Most people treat AI like a search engine with a personality. They fire off requests, hoping for magic. When disappointed, they blame the technology. But here’s what they’re missing: AI isn’t a tool you operate. It’s an intelligence you collaborate with. And collaboration requires you to show up as someone worth collaborating with.
This isn’t about writing better prompts; it’s about strategic positioning. Before you ask AI to think with you, you need to think about how the AI perceives you.
Your Authorship Advantage
When I spend time with AI, I don’t expect brilliance on the first try. I don’t even expect relevance. I begin the way I would with a creative collaborator or a high-potential teammate. I establish the relationship first, then the task.
I don’t delegate the thinking. I define the thinking environment. I don’t manage the conversation. I author the context that makes great conversation possible.
Too many people are using AI like a bad manager uses staff: brief it vaguely, demand results, and get frustrated when the output misses the mark. But the strategic shift isn’t to become a better manager of AI. It’s to stop managing altogether and begin authoring.
Authoring your values. Your intent. Your rhythms. Your way of making meaning.
Most people are interacting with AI from a place of cognitive vacancy. They haven’t clarified their perspective, defined their standards, or made themselves legible to the machine. So what comes back is generic. It’s not a failure of the model. It’s a reflection of how little the user has brought to the table.
Your Strategic Foundation: The Custom Context CV
This is why my AI philosophy begins with a single act: crafting your Custom Context CV (C3 or C-cubed)). It’s not a résumé. It’s not another prompting technique. It’s a strategic document that positions you as a thoughtful collaborator rather than a casual user.
Think of it as your collaboration manifesto. Without it, you’re just another anonymous request in the queue, feeding AI scraps of identity and expecting substance in return.
Here’s what strategic positioning looks like in practice:
Instead of: “Write me a marketing email” You establish: “I’m Sarah, a B2B SaaS founder who values authentic relationship-building over aggressive sales tactics. My customers are overwhelmed by generic outreach, so I focus on genuine value and clear communication. Now, let’s craft an email that reflects these principles.”
The difference isn’t just in output quality. It’s in the depth of thinking partnership that becomes possible.
Building Your C-cubed: The Four Core Pillars
Your Custom Context CV (C³) will ideally capture four strategic layers, although you build all for layers over time:
1. Authorial Identity
- How do you think and communicate?
- What tone reflects your authentic voice?
- What principles are non-negotiable?
2. Collaboration Boundaries
- What roles should AI never play for you?
- What decisions require your direct involvement?
- Where do you draw ethical lines?
3. Quality Standards
- What does meaningful output look like to you?
- How do you define value in your work?
- What level of depth and nuance do you expect?
4. Context Cues
- What’s your current professional focus?
- What challenges are you navigating?
- What outcomes matter most right now?
Here’s a condensed version of the Authorial Identity part of mine: “I’m focused on bridging technology, education, and ethical innovation. My approach is strategic and bold, anchored in ethical principles. I value meaning over productivity and depth over speed. I expect AI to challenge my thinking, not just execute my requests. Never play medical advisor or make autonomous decisions for me. Always flag anything that contradicts ethical innovation principles. Respond not just to what I’ve said, but to what might be revealed beneath it.”
Read more about my Custom Context CV here. I created version 1 of my Custom Context CV in June 2023, and I uploaded version 22 yesterday.
The Universal Principles of Influence
What’s fascinating is that effective AI collaboration follows the same principles that govern all persuasive communication. Whether you’re influencing humans or AI, you need to establish rapport, build trust, and demonstrate confidence.
- Your C3 Creates Rapport. You’re establishing that “sync” by making yourself legible and relatable to the intelligence you’re collaborating with. Like any meaningful relationship, it begins with mutual understanding.
- Authenticity Builds Trust. When you’re honest about your capabilities, limitations, and intentions, AI can calibrate its responses accordingly. Trust emerges from consistent, truthful self-representation. But here’s something most people miss: you can’t fake your way into effective collaboration. AI reflects not just your stated instructions, but the internal consistency and nuance of your self-authored context. If you pretend to value ‘depth’ but your questions are superficial, the output will be a shallow reflection of that contradiction. Authenticity isn’t a moral requirement; it’s a practical one. It creates a coherent, detailed, and consistent dataset for the AI to model, leading to a more coherent and insightful partnership. Authenticity isn’t optional. It’s the ignition point.
- Strategic Positioning Demonstrates Confidence. By clearly defining your standards and boundaries, you prove your reliability as a collaboration partner. This isn’t arrogance; it’s the confidence that comes from knowing who you are and what you bring to the table.
This mirrors how we build influence with any intelligence — artificial or human. The goal is to demonstrate you’re interested, interesting, and have persuasive abilities (Agency). When you author yourself clearly, you become all three.
From Theory to Practice
This isn’t just a thought exercise. It’s a practical tool you can deploy immediately. Most AI platforms, like ChatGPT, Claude, and even Gemini, have a ‘Custom Instructions’ or ‘Persona’ feature. Your C3 is designed to be the strategic core of that feature. You write it once, and it informs every conversation thereafter. For platforms without this feature, it becomes the preamble you paste at the beginning of any important project. Here’s how different professionals might craft their C3:
- A Student: “I’m a university student studying marine biology. I’m inquisitive and detail-oriented but struggle to simplify complex topics for a general audience. My goal is to use you as a Socratic partner to challenge my assumptions and as a writing coach to improve my clarity. Assume I have the foundational knowledge, but push me to find better analogies and structure.”
- A Creative Writer: “I’m a novelist working on a high-fantasy series. My voice is lyrical and world-weary. I value thematic depth over plot mechanics. I need you to act as a lore-keeper and a brainstorming partner who never suggests clichés. Adhere to the established rules of my magic system (pasted below) and always communicate in a slightly archaic tone.”
- A Business Consultant: “I’m a strategy consultant focused on sustainable business transformation. I think systemically and communicate through frameworks and case studies. I value pragmatism over idealism but never compromise on ethical considerations. Challenge my recommendations, ask about implementation barriers, and always consider long-term consequences.”
Your Strategic Next Step
The next time you open a chat window, don’t start with a task. Start with your truth.
Say: “Before we begin, here’s how I think, what I value, and why this matters. Let’s build from that foundation.”
Then watch what becomes possible when you position yourself as a strategic collaborator rather than a casual user.
Create your Custom Context CV v1 today. Start with these questions:
- What tone should AI use when collaborating with you?
- What principles guide your decision-making?
- What roles should AI never play in your work?
- What does meaningful collaboration look like to you?
Shape those answers into a short strategic declaration. Use it every time you engage with AI. This isn’t about managing the machine better. It’s about authoring yourself so clearly that extraordinary collaboration becomes inevitable.
Managing AI more efficiently means you have missed a Kairos moment and an opportunity to 10x your influence. The future belongs to those who author themselves — and invite AI to respond in kind.
© 2025 Greg Twemlow | All rights reserved.
About the Author: Greg Twemlow — I write at the collision points of technology, education, and human agency. Here are my Five Writing Magnets:
- Re-imagining Education for an AI Epoch
- Creativity as the Last Human Advantage
- Personal Epiphany & Resilience Stories
- Ethical AI & Next-Gen Leadership
- Societal Wake-Up Calls
