Emmanuel Abbey

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If you run a healthcare practice where are you putting your AI investment? a) Diagnostics that's the future b) Operations already seeing ROI c) Not using AI yet Drop your answer below 👇 and repost if this made you think differently about where AI is actually changing

Diagnostic AI → Still 5–10 years from mainstream. Complex regulation. Massive liability. Operational AI → Live today. Low risk. Proven ROI. Works while your staff sleeps. The practices ignoring operations while waiting for "AI diagnosis" are leaving real money on the table

AI in healthcare gets a lot of hype. Most of it is about diagnosis and drug discovery. But the REAL transformation happening right now? It's not in the lab. It's in the waiting room. 🧵

4/ If your “AI” doesn’t actually complete workflows… …it’s just a fancy FAQ.

3/ See the difference? One informs. One executes.

Most people confuse chatbots with AI automation. Here’s the difference 🧵

#6: The Shift You Need To Make Stop treating AI like a search engine where you type questions and hope for good answers. Start treating it like a system you're programming with specific constraints, reasoning requirements, and structured outputs. These aren't tips or tricks.

#5: System Prompt Separation Engineers separate instructions from content to prevent the AI from getting confused or ignoring constraints. Structure it like this: SYSTEM: "You are X. Your rules: [specific constraints and behaviors]" USER: "Here's my actual task: [what you need

#2: Chain-of-Thought Forcing Don't ask for reasoning. FORCE the AI to show its work first before giving you an answer. Add this line to your prompts: "Before answering, write your step-by-step reasoning inside <thinking> tags." OpenAI engineers use this internally for complex

1. Constitutional AI Prompting Tell the AI what NOT to do instead of what TO do. Bad prompt: "Write professionally." Good prompt: "Never use jargon. Never write sentences over 20 words. Never assume technical knowledge."

4 Ways To Write Better AI Prompts (For Beginners)👇 Read Thread