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A valuable resource for mission oriented practitioners." - Paige Fullman, Host of "Current Affairs Unfiltered" What you’ll learn: The fundamentals of AI that matter for your work (no experience or tech savvy required) How to develop an AI strategy aligned with your mission Critical ethical considerations including sustainability, equity and justice, privacy, intellectual property, workforce impacts, and more Real-world case studies from organizations that got it right and others that learned the hard way Practical frameworks for evaluating AI vendors and implementations A step-by-step implementation guide to build organizational AI competency and protect your mission and trust https://drkarenboyd.com/blog/taking-a-stance-on-values-in-ai monthly 0.5 2026-02-16 https://drkarenboyd.com/blog/what-a-deepfake-did-to-a-school-and-what-we-can-learn monthly 0.5 2025-11-10 https://drkarenboyd.com/blog/ethics-and-llms-justice monthly 0.5 2025-10-29 https://drkarenboyd.com/blog/the-three-types-of-authenticity-your-mission-driven-organization-needs-to-consider-when-using-ai monthly 0.5 2025-10-20 https://drkarenboyd.com/blog/celebrating-a-completed-draft monthly 0.5 2025-10-07 https://drkarenboyd.com/blog/one-step-at-a-time monthly 0.5 2025-09-29 https://drkarenboyd.com/blog/skilling-up-how-to-use-an-llm-for-instant-custom-training monthly 0.5 2025-09-23 https://images.squarespace-cdn.com/content/v1/6642cf30fad51805330711c7/79a9b72f-2a98-4573-a278-cd4bac81d8d1/sankey+examples.png AI in Mission-Driven Work - Skilling up: How to use an LLM for instant, custom training - Make it stand out Examples of Sankey diagrams https://drkarenboyd.com/blog/the-hidden-bias-loop-how-your-prompts-shape-ai-outputs monthly 0.5 2025-09-16 https://drkarenboyd.com/blog/carving-construction-and-curation-three-paths-to-better-ai-prompts monthly 0.5 2025-09-04 https://images.squarespace-cdn.com/content/v1/6642cf30fad51805330711c7/d4e656ca-22e4-4b9d-9379-879a6a90597d/Curation.png AI in Mission-Driven Work - Carving, Construction, Curation and Scaffolding: Four Workflows for Advanced Prompting Think of curation like being a museum curator. You generate multiple outputs and then carefully select, edit, and polish the best ones. https://images.squarespace-cdn.com/content/v1/6642cf30fad51805330711c7/9a3a0f07-4e6b-422a-b188-0fed72627d59/carving.png AI in Mission-Driven Work - Carving, Construction, Curation and Scaffolding: Four Workflows for Advanced Prompting Carving is like sculpting from marble—you already have a block of text or ideas, and you’re refining it step by step. (I know this image is ridiculous— I gave up after three prompts attempts. You get the idea!! Check the LLM disclosure at the bottom to see what happened here.) https://images.squarespace-cdn.com/content/v1/6642cf30fad51805330711c7/71444743-7f2d-4949-b957-cbcb875cbb2a/construction.png AI in Mission-Driven Work - Carving, Construction, Curation and Scaffolding: Four Workflows for Advanced Prompting Finally, construction is the architectural approach—you’re building a complex output piece by piece, ensuring each layer is solid before moving on. https://drkarenboyd.com/blog/simple-prompt-templates-for-better-llm-results-today monthly 0.5 2025-08-26 https://drkarenboyd.com/blog/is-your-organization-ready-for-ai monthly 0.5 2025-08-14 https://drkarenboyd.com/blog/gpt-5-is-out-what-makes-it-different monthly 0.5 2025-08-08 https://images.squarespace-cdn.com/content/v1/6642cf30fad51805330711c7/6be0321a-d4d4-4332-8c69-c4c0d6c9bf50/Screenshot+of+model+options+before+they+were+replaced+by+ChatGPT AI in Mission-Driven Work - GPT-5 is out! What makes it different? - Make it stand out Previously, we had lots of model options, described with a perhaps less than helpful naming convention. https://images.squarespace-cdn.com/content/v1/6642cf30fad51805330711c7/3b06e243-24ec-4551-9697-3bd7352aea44/gpt5+only.webp AI in Mission-Driven Work - GPT-5 is out! What makes it different? - Make it stand out I had to borrow this image because mine STILL hasn’t updated! https://drkarenboyd.com/blog/when-ai-tells-you-what-you-want-to-hear-how-rlhf-creates-echo-chambers-in-mission-driven-work monthly 0.5 2025-07-29 https://drkarenboyd.com/blog/key-terminology-advanced-features-and-applications monthly 0.5 2025-07-22 https://drkarenboyd.com/blog/intellectual-honesty monthly 0.5 2025-07-16 https://drkarenboyd.com/blog/key-terminology-reference-guide monthly 0.5 2025-07-15 https://drkarenboyd.com/blog/safe-occupations monthly 0.5 2025-07-02 https://images.squarespace-cdn.com/content/v1/6642cf30fad51805330711c7/adfb012f-8486-4006-be8d-5bef2000ac7b/Screenshot+2025-06-20+at+7.28.58+AM.png AI in Mission-Driven Work - Safe Occupations? - Make it stand out Some old chairs, courtesy of the Getty’s public domain collection https://drkarenboyd.com/blog/ethics-and-llms-authenticity monthly 0.5 2025-07-01 https://images.squarespace-cdn.com/content/v1/6642cf30fad51805330711c7/21b8b28e-0e92-4c0f-87fd-398e6bd5ce42/hbirbs2.jpg AI in Mission-Driven Work - Ethics and LLMs: Authenticity Have you ever read an emotionally moving story online— say, about someone doing something very generous, or veteran with no one at his 100th birthday party— and then you scroll down to the comments and it turns out that this same story with different details is all over the internet? Or seen an adorable video of little hummingbirds snuggling together in a flower, then realized it was created by AI? Gotten into an argument with a commenter, only to realize they were a bot all along? It’s something of a let down, isn’t it? The story still made you feel something, the video is still cute, the bot makes a good point, but when you discover that it is inauthentic in some way, it takes some of the power out of it. AI can have this effect on people, and if you are considering using it at work, it’s worth thinking about. https://images.squarespace-cdn.com/content/v1/6642cf30fad51805330711c7/4e85e39e-055d-4dc7-8257-1bc8ed2deeff/lilsloth.jpeg AI in Mission-Driven Work - Ethics and LLMs: Authenticity - I doubt you are considering creating a fake image of a thumb-sized sloth and passing it off as real at your job. (I needed an excuse to add this one. Look at him! I wish he were real). However, there are some AI use situations at work where authenticity does come into play. Imagine an employee appreciation email that seems to come from their boss, or a “heart”felt thank you message to a donor. If you are using AI to customize emails, some recipients may at first think the emails are human-written because of the customized content, then realize that they are not. https://images.squarespace-cdn.com/content/v1/6642cf30fad51805330711c7/8dae7c52-e654-4fd0-a53c-ad59d6e3a567/lilguyfake+cropped.jpg AI in Mission-Driven Work - Ethics and LLMs: Authenticity That could create the same whiplash you’re experiencing when you repost a photo of this little guy on instagram and your friend replied to tell you it was fake. You might feel deceived, embarrassed, or even vulnerable: if I fell for this, how am I going to tell truth from fiction in a world with more and more synthetic media? You definitely do not want your send an email that makes your donors feel this way! https://drkarenboyd.com/blog/custom-instructions-when-why-and-how-to-use-themnbsp monthly 0.5 2025-06-25 https://drkarenboyd.com/blog/ethics-and-llms-ownership-and-intellectual-property-1 monthly 0.5 2025-06-24 https://images.squarespace-cdn.com/content/v1/6642cf30fad51805330711c7/88561c9e-b897-49ed-b298-31eb0792804a/AI+fan+art+example.png AI in Mission-Driven Work - Ethics and LLMs: Ownership and Intellectual Property - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://drkarenboyd.com/blog/ethics-and-llms-quality-error-amp-biased-error monthly 0.5 2025-06-19 https://drkarenboyd.com/blog/qe33t6h4z7gbsx2tgb37mpu5kybfas monthly 0.5 2025-06-19 https://drkarenboyd.com/blog/podcast-coverage monthly 0.5 2025-07-01 https://drkarenboyd.com/blog/using-an-llm-to-write-better-self-evaluations-a-step-by-step-guide monthly 0.5 2025-06-19 https://drkarenboyd.com/blog/case-study-neda-chat-bot monthly 0.5 2025-07-01 https://drkarenboyd.com/blog/ethics-and-llms-replacement-and-deskilling monthly 0.5 2025-06-13 https://drkarenboyd.com/blog/case-study-givedirectlys-ai-powered-poverty-targeting monthly 0.5 2025-06-19 https://drkarenboyd.com/blog/mission-driven-ai-implementations-new-series monthly 0.5 2025-06-05 https://drkarenboyd.com/blog/introducing-the-free-mission-first-ai-starter-kit monthly 0.5 2025-06-10 https://drkarenboyd.com/blog/ethics-amp-llms-sustainability monthly 0.5 2025-08-08 https://images.squarespace-cdn.com/content/v1/6642cf30fad51805330711c7/d3fee5e0-e48b-4976-910f-43d57f1aa9a8/Screenshot+2025-08-08+at+12.06.09+PM.png AI in Mission-Driven Work - Ethics & LLMs: Sustainability - Make it stand out Table showing average water use by country for server cooling and electricity generation. Source. https://images.squarespace-cdn.com/content/v1/6642cf30fad51805330711c7/4abe5432-a6fc-400d-8499-9d3dda015bb8/Screenshot+2025-06-02+at+1.14.43+PM.png AI in Mission-Driven Work - Ethics & LLMs: Sustainability - Make it stand out Assumptions: ChatGPT 4o 60 prompts, 10 pages printed with laser printer, laptop use for browsing the web and editing documents for 1 hour, streaming video for one 44 minute Netflix episode, video call is Zoom HD group call. 250 mL coffee estimate is for ~1 cup/8 ounces of drip coffee. https://images.squarespace-cdn.com/content/v1/6642cf30fad51805330711c7/367cc87b-0621-463b-b64f-52c4dd8a4bdd/Screenshot+2025-06-02+at+1.15.08+PM.png AI in Mission-Driven Work - Ethics & LLMs: Sustainability - Make it stand out (Note that the 250mL of coffee calculation does not include the actual 250mL of water in the coffee you actually drink: that’s considered consumptive use and excluded.) https://drkarenboyd.com/blog/how-to-use-an-llm-to-prep-for-a-high-stakes-meeting monthly 0.5 2026-02-16 https://drkarenboyd.com/blog/ethics-and-llms-deepfakes-defamation-and-disinformation monthly 0.5 2025-05-27 https://drkarenboyd.com/blog/llm-augmented-brainstorming-how-to-make-it-work monthly 0.5 2025-05-23 https://drkarenboyd.com/blog/ethics-and-llms-privacy-and-security monthly 0.5 2025-05-24 https://drkarenboyd.com/blog/ethics-and-llms-new-series monthly 0.5 2025-05-20 https://images.squarespace-cdn.com/content/v1/6642cf30fad51805330711c7/b0047341-3e6a-4fad-a127-58a37f40ea4d/Screenshot+2025-05-08+at+8.06.27+AM.png AI in Mission-Driven Work - Ethics and LLMs: New Series! - Make it stand out An example of query and results from an early version of DALL-E that blew our minds (even though it wasn’t very good). 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