Relating AI Construct to a Non-Techie…
Joseph Tieu
Product Management Leader | Product Marketing | Cloud | SaaS | Platforms | Writer | Maker
I had a friend ask me to explain "AI."?? As I started to explain Ingestion, Training, Inference, LLMs, etc… I received the thousand-yard stare.?? So, I figured I would try again without all the industry jargon first, then relate the concepts and terms once there was an established baseline. I thought I'd share.
Here goes…
There are 3 primary phases to the AI Construct.
I'm going to use the self-driving car example.
Ok, now that we have a basic understanding of the three phases. We'll map it back to some of the terminology used in AI.??
You'll hear a term like "Hallucinations," what is that, and why? With insufficient, incorrect, or old intel, the AI Models may respond with weird and wildly incorrect answers. This is often called "Hallucinations."? You might think, "This AI Model must be crazy if it thinks this is the answer…"? This is why new learnings (from Step 3/Inference) and new data must be used to re-train? AI Models to avoid this AI drift known as "Hallucination."
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If you found this helpful, please let me know…? I'll create more.?
Disclaimer: The statements, views, or opinions expressed in my LinkedIn profile and related articles represent my own views and not those of my employer or LinkedIn.?? Though users of this post experience less side effects than with other shared posts, side effects may still include dry mouth, blurry vision, itchiness, temporary confusion, temporary euphoria, and temporary increase in anxiety while the body normalizes the LinkedIn Posts.? If lasting for more than 4 hours, please consult a technical expert.
Glean Guy in Austin, TX
4 个月Great insights, Joe! Making AI concepts accessible to non-techies is crucial for broader adoption!
Joseph Tieu, great read! How did your friend react to your simplified AI explanation?
GenAI Pioneer
1 年Great post! As Einstein said “smart?people simplify things." Here's a blog from my colleague David Liu, MBA showcasing how GenAI for business can be simplified and augmented further with Generative Integration and RAG: https://www.snaplogic.com/blog/february-2024-release
President {C-level Executive Management / Leadership / Vision / Creativity / Entrepreneurship / Innovation / Growth / Responsiveness / Talent Appreciation / Teamwork / Quality / Profit / Enthusiasm}
1 年Joseph Tieu, awesome read! What's the most common misconception your friends had about AI concepts?
Global Sales and Business Development Executive | Customer Focused | Inclusive Leadership | Coach-Mentor | Revenue Growth | Multi-Channel Go-to-Market | Strategic Planning & Analysis | Process Improvements
1 年Awesome explanation Joe