Session
Effective Use of AI: Before, During, After
Artificial Intelligence isn't a replacement for critical thinking, it’s an amplifier of it. Yet, too many teams treat AI as an answer engine rather than a thought partner, outsourcing their strategy to a prompt box and expecting magic. The result? Generic outputs, unnoticed hallucinations, and wasted potential.
To unlock genuine leverage from AI, we must shift our focus from prompting to process.
In this talk, we break down the end-to-end blueprint for working alongside AI without surrendering human agency:
- Before (Intent & Strategy): Why the hardest work happens before you open your agent. How to define your intent, map your problem space, select the right model for the job, and establish clear criteria for success.
- During (Collaboration & Context): Shifting from "asking" to "directing." How to use your strategic groundwork to guide models, iterate dynamically, and maintain the steering wheel while AI does the heavy lifting.
- After (Verification & Human Expertise): Output is a starting line, not a finish line. Strategies for critical evaluation, refining for tone and accuracy, and knowing precisely when to bring in domain experts to validate and elevate the result.
Key Takeaways:
✅ A repeatable framework to ensure AI enhances human intellect rather than replacing it.
✅ Practical criteria for choosing models and tools based on task requirements.
✅ A post-processing checklist to catch silent errors and maintain uncompromising quality.
Along the way, I'll provide real world examples. So whether you're writing code, typing documents, or just trying to craft the perfect email, this framework will be useful for all your AI needs.
Michelle "MishManners" Duke
DevRel 🥑 | Hackathon Queen®™ | Founder | Esports Queen
Melbourne, Australia
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