Mark Runyon

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Mark Runyon

Mark Runyon

@aspprogrammer

AI Strategist & Enablement Architect | Helping teams turn AI into everyday impact. Culture change, productivity, and responsible adoption.

Atlanta, GA 参加日 Haziran 2009
11.7K フォロー中14.2K フォロワー
Mark Runyon
Mark Runyon@aspprogrammer·
97% of tech execs say autonomous AI is essential, but 45% had a data breach last year from unauthorized AI tools. We're building fast and governing slow. The gap between adoption and oversight is now a real business risk. #AIGovernance #AIAdoption ey.com/en_us/newsroom…
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Mark Runyon
Mark Runyon@aspprogrammer·
Execs think employees are excited about AI. Data says otherwise. 96% of execs feel positive about AI. For individual contributors, that drops to 63%. The gap isn’t technical. It’s emotional. Solve it with transparency, co-design, and real upskilling. hbr.org/2025/11/leader…
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Mark Runyon
Mark Runyon@aspprogrammer·
AI adoption is exploding (93%), but real AI governance? Just 7%. If you’re scaling AI without clear guardrails, you’re not innovating; you’re gambling. Responsible AI needs to be a business capability, not an afterthought. #AIGovernance #ResponsibleAI #DigitalTransformation
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Mark Runyon
Mark Runyon@aspprogrammer·
Most AI rollouts fail because nobody defines what “good usage” looks like at the role level. Without clarity, employees default to doing nothing. #AIAdoption #FutureOfWork
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Mark Runyon
Mark Runyon@aspprogrammer·
GenAI isn’t magic. It’s just extremely good at a few things: Summarizing & synthesizing information Drafting & structuring content Explaining complex ideas in plain language Automating repetitive thinking work Start here before you chase exotic use cases. #GenAI #AIUseCases
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Mark Runyon
Mark Runyon@aspprogrammer·
Want to level up your prompt engineering skills? Vanderbilt’s Prompt Engineering for ChatGPT course on Coursera can be audited for free. No paywall to access this quality content. Great way to sharpen your GenAI fundamentals coursera.org/learn/prompt-e…
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Mark Runyon
Mark Runyon@aspprogrammer·
Don’t treat AI’s first answer as “the answer.” Treat it as draft 0. Iterate: – “Rewrite more concisely.” – “Make the tone friendlier.” – “Show your sources or say ‘I don’t know.’” Iteration + healthy skepticism = your best defense against hallucinations. #ResponsibleAI
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Mark Runyon
Mark Runyon@aspprogrammer·
Two power moves when prompting AI: Give it a role. “Act as a communication specialist for a non-technical audience.” Ask it to ask you questions “Before answering, ask any questions necessary to clarify my goal.” You’ll get fewer generic answers and more on-target ones.
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Mark Runyon
Mark Runyon@aspprogrammer·
One of the easiest AI upgrades: be picky about the output. Try prompts like: – “Summarize as 5 bullet points with bolded action items.” – “Give me a 1-paragraph summary + 3 risks + 3 next steps.” Format ≈ free structure #GenerativeAI #PromptDesign #WorkSmarter
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Mark Runyon
Mark Runyon@aspprogrammer·
Most AI fails are really prompting fails. Before you ask for help, set the scene: – Who are you? (role) – What are you doing? (task) – Who is it for? (audience) Example: You’re a project manager. Help me summarize these meeting notes for execs. #PromptEngineering #Productivity
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Mark Runyon
Mark Runyon@aspprogrammer·
AI as Thought Partner, Not Replacement Bad framing: “Will AI replace me?” Better framing: “What parts of my workflow should AI augment?” AI should: Expand your thinking Speed up drafts Automate repetitive mental work You still own the decisions. #AIAdoption #WorkSmarter
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Mark Runyon
Mark Runyon@aspprogrammer·
With AI, your role doesn’t shrink. It sharpens. You are the thought leader AI is the thought partner Let AI do the heavy lifting so you can focus on judgment, nuance, and strategy. Ask yourself: “How can AI help me do this?” #AILeadership #KnowledgeWork #FutureOfWork
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