2023-04-11-who-ai-win-fbg.pdf
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Are We Generation AI? An Introduction to Applications, Benefits, and Challenges of AI for Small and Medium Sized Business. Presented at the WIN.fbg meeting in Fredericksburg, TX on April 11, 2023.
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2023-04-11-who-ai-win-fbg.pdf
- 1. Are We Generation AI? AI Introduction Applications Benefits and Challenges
- 2. What We Will Cover - Agenda ● What Is AI and Glossary ● Concerns for Development ● How Is this Different? ● Impact on Industries ● How to use Chat Tools / Prompts ● Navigating Challenges ● Impact Readiness for Business ● What’s Next ● Resources and Education
- 3. I Have Questions. Who Has Tried ChatGPT?
- 4. Whoa?
- 5. Did Anyone Have This 2023 Bingo Card?
- 6. Jonti Bolles Founder of WHO Digital Strategy,a digital marketing agency focused on sustainable,ethical growth. This has been changing my business since 2020. Digital Nomad,speaker,educator,off-grid enthusiast, loves discovering new technology and wine. Degrees in Finance,Economics,Architecture. I am not an AI Expert. This is our conversation. https://whodigitalstrategy.com Jonti’s Details
- 7. What is AI? ● AI refers to the simulation of human intelligence in machines. ● AI systems can learn,reason,and solve problems. ● Common AI applications include chatbots,recommendation engines, and data analysis.
- 8. A Few Glossary Terms ● OpenAI - Organization doing research and producing public facing tools ● GPT - Generative PreTrained Transformer ● LLM - Large Language Model ● Machine Learning - uses data to make predictions and recommendations,subfield of AI ● Deep Learning - a type of ML,uses algorithms alongside a corpus of data to sort and learn. ● GPT-3 - large language model for generative AI ● ChatGPT - conversational model built on top of GPT-3 and GPT-4
- 9. Generative LLM (Large Language Model) ● 2010’s ● Perception AI ● Sensing Things around us ○ Images ○ Text ● 2020’s ● Generative AI ● Understand Things around us and Generate New ○ Content ○ Concepts ○ Ideas ○ Communicate
- 10. Will You Lose Your Job? ● The pace is changing faster than any other business revolution ● Shorter time to retrain people ● Your role will be replaced by someone using AI ● Vertical Solutions ○ Health Care ○ Finance ○ Legal Photo Credit: https://www.smithsonianmag.com/innovation/hot-food-fast-home-microwave-oven -turns-50-180962545/
- 11. Can We Put The Genie Back? ● Not Likely ● We can put more controls and regulations in place ● Privacy and Security
- 12. There will be chances and unintended consequences. There will be great leaps in creativity and solving problems. Will We Win? Only If We Participate It is not a zero-sum game. Resist Deterministic Thinking.
- 13. How Do We Already Use AI? Every Day Applications ● Grammar, Language edits, autocorrect ● OCR or Optical Character Reader ● Facial Detection or Recognition ● Amazon and Netflix Recommendations ● Fall or Crash Detection ● Digital Voice Assistants ● Uber, Lyft, or Traffic Directions ● Note Taking, Speech to Text ● Fraud Detection ● Radiology and test results ● Vaccine Development
- 14. How Good Is AI? ● GPT - 3 ● Passes the SAT = 1020 ● Passes the Bar Exam ● SalesForce Certified ● AWS Cloud Practitioner ● Passed Turing Test ● U.S. Medical Licensing Exam ● Won Fine Arts Competition ● Wharton MBA = Grade B Théâtre D’opéra Spatial - Colorado Fine Arts Competition https://www.nytimes.com/2022/09/02/technology/ai-artificial-intelligence-artists.html
- 15. Enhancing Customer Service ● AI chatbots provide instant customer support 24/7. ● Virtual assistants help customers find products and services. ● AI-powered analytics offer personalized recommendations.
- 16. AI in Finance ● AI improves financial risk assessment and credit scoring. ● Fraud detection and prevention are enhanced by AI algorithms. ● AI assists in budgeting and financial forecasting.
- 17. Streamlining Operations ● Automate repetitive tasks,saving time and resources. ● Inventory management and supply chain optimization benefit from AI. ● AI enhances decision-making with data-driven insights. ● Data Analysis from Large data sets.
- 18. Revolutionizing Marketing with AI ● AI helps create personalized marketing campaigns. ● Predictive analytics forecast customer behavior and trends. ● AI-powered tools optimize ad targeting and budget allocation. ● Strategy becomes more important than creation.
- 19. Better At Math or English?
- 20. Where To Find Chat ChatGPT https://chat.openai.com/ Bing https://www.bing.com/new Google Bard https://bard.google.com/
- 21. Conversational Prompt: Loves Reading and Writing I need to tell one of my employees [they are being late to the job too often]. Can you give me a few examples of how to notify them via email and be firm but friendly? Create a meal from [my list of ingredients[ that are [keto friendly] Write a [thank-you] email after purchasing. Tell me some things about [this topic] that are not well known. Summarize the following content for [a 6th grade level reader]. Explain the overall big idea and then the top 3 takeaways in bullet point format.
- 23. Structured Prompt: Loves Math I want you to act as a debater. I will provide you with some topics related to current events and your task is to research both sides of the debates,present valid arguments for each side,refute opposing points of view,and draw persuasive conclusions based on evidence. Your goal is to help people come away from the discussion with increased knowledge and insight into the topic at hand. My first request is … Critique the following text and convince myself why it is not good. Let’s think about the problems of the text step by step. [Previous Output.] Good points. Rewrite the text and improve it based on your critique. [Output] Generate a SWOT analysis for [input]
- 24. Let’s Try A Couple Live! ● See Notes
- 25. Simple Prompt Construction ● Voice - Act as an Educator ● Audience - The audience is business owners ● Writing Style - Casual and Informative ● Context - This story is about … ● Instructions - Create a 3 step guide on how-to [do this thing] ● Format - Provide headings and subheadings with bullet points for lists
- 26. Generate Prompt Instructions You are a robot for creating prompts. You need to gather information about the user’s goals,examples of preferred output,and any other relevant contextual information. The prompt should contain all the necessary information provided to you. Ask the user more questions until you are sure you can create an optimal prompt. Your answer should be clearly formatted and optimized for ChatGPT interactions. Be sure to start by asking the user about the goals,the desired outcome,and any additional information you may need.
- 27. Navigating AI Challenges ● AI adoption comes with ethical considerations,such as bias and fairness. ● Data privacy and security are critical in AI applications. ● Copyright battles will become commonplace ● SMBs must ensure transparency and compliance with regulations.
- 28. Preparing for AI Adoption ● Assess your business needs and identify areas where AI can add value. ● Invest in AI training and education for your team. ● Be transparent about when and where you use AI.
- 29. Impact Vs Readiness ● What could have the Maximum Impact on your business? ● What will be a minimum impact? ● Readiness - can you take advantage with Resources you have or can obtain? ○ Time, Financial, People, Security Credit Reinvention Academy: https://www.learn2reinvent.com/
- 30. Diffusion Models (Images and Video) BioEngineering Climate Science Financial Modeling Legal Advice HealthCare Human Resources Supply Chain and Optimization Voice Generators Neural Space Creation Image and Video Creation Personal Assistants Where Is AI Developing?
- 31. AI will continue to evolve and become more accessible to SMBs. Vertical Integrations trained on models for specific industries. Integration of AI with other technologies (IoT,blockchain) will create new opportunities. Predictions and Trends for SMBs Personal AI Assistants trained on your preferences
- 32. ● Remember Social Media Policies? ○ Write Your AI Policy ● Clear employee guidelines for using AI ● Communicate to clients your use of AI ● Add shared citations for Content What’s Next For Business?
- 33. What’s Next For All? ● Watch for policy changes ● Beware of polarization ● Create an Impact Analysis for your business ● Consider ethics and compliance ● Invest in AI training and education ● Get involved in online communities ● Try it out. Practice. Iterate. ● Stay Curious.
- 35. Resources and Tools - Content = Openai.org (ChatGPT), Jasper, Hugging Face, Anthropic.com, CopyAI, Frase - Extensions - AiPRM, Notion, Google Workspace - Plugins - Expedia, Kayak, Wolfram, Zapier - Images = Dall-E, Canva, MidJourney, Beautiful.ai, Adobe - Audio Generator = Murf.ai, MuseNet, JukeBox - Video = Vidyo.ai, Fliki, Lumen5, Waymark - Language to Text = Otter.ai, Whisper, Fireflies - Text To Speech = ElevenLabs.io, Play.ht - Text to Video = Synthesia, Runway.ml, Nvidia (Maxine) - Presentations - slidesai.io, Decktopus - Legal Advice - Legalrobot.com, donotpay - AI Content Detectors = CopyLeaks, ZeroGPT, Grover
- 36. Educational Resources ● Marketing News - https://www.aichat.blog (No Ads) ● https://learnprompting.org/ ● LinkedIn Learning - AI Courses ○ https://www.linkedin.com/learning/topics/build-new-art ificial-intelligence-skills-with-free-courses ● MyGreatLearning ● UC Berkeley Changemakers - Paid Short Courses ○ https://executive.berkeley.edu/programs/artificial-intell igence ○ https://em-executive.berkeley.edu/artificial-intelligence -business-strategies ● Jasper AI - Writing programs