{"id":234,"date":"2025-12-20T12:34:29","date_gmt":"2025-12-20T17:34:29","guid":{"rendered":"https:\/\/baumwire.com\/?p=234"},"modified":"2025-12-21T07:23:32","modified_gmt":"2025-12-21T12:23:32","slug":"what-ive-learned-about-ai-by-actually-using-it","status":"publish","type":"post","link":"https:\/\/baumwire.com\/index.php\/2025\/12\/20\/what-ive-learned-about-ai-by-actually-using-it\/","title":{"rendered":"What I\u2019ve Learned About AI by Actually Using It"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">I didn\u2019t get into AI because it was trendy. I got into it because work forced me to.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Once AI started showing up in procurement conversations\u2014<em>\u201cShould we buy this product?\u201d<\/em>, <em>\u201cThis vendor has AI features\u201d<\/em>, <em>\u201cCan we turn on Copilot for staff?\u201d<\/em>\u2014I realized pretty quickly that you can\u2019t evaluate AI tools unless you understand how they actually behave. Not the marketing version. The real one.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That\u2019s when I started paying attention to who the real players were: <strong>OpenAI<\/strong> with <strong>ChatGPT<\/strong>, <strong>Claude<\/strong>, and Microsoft\u2019s growing stack of AI tools\u2014especially <strong>Microsoft Copilot<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Enterprise AI Is Not the Same as Consumer AI<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">At work, we were using Copilot in an enterprise environment. That matters.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Enterprise Copilot is intentionally locked down:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Limited or no web access<\/li>\n\n\n\n<li>Heavily scoped to <em>your<\/em> documents<\/li>\n\n\n\n<li>Designed to protect data first, be creative second<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">That\u2019s fine\u2014but it also means it\u2019s <strong>not great at greenfield writing<\/strong> unless you feed it very specific source material. If you don\u2019t give it something to work from, it struggles. Early Copilot versions also lacked features like projects or notebooks\u2014ways to group related conversations, uploads, and formatting rules together.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That limitation was frustrating enough that I paid for my own ChatGPT license.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Learning AI Felt a Lot Like Learning Google (Back in the Day)<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">One analogy I keep coming back to when explaining AI to people:<br><strong>Learning AI is a lot like learning how to Google used to be.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Older folks remember this:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Quotation marks for exact matches<\/li>\n\n\n\n<li>Boolean logic<\/li>\n\n\n\n<li>Forcing search engines to behave<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">AI works the same way.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Your results live or die based on:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>How precise your wording is<\/li>\n\n\n\n<li>How much context you provide<\/li>\n\n\n\n<li>Whether the model you\u2019re using is even capable of what you\u2019re asking<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">There is no \u201cone AI that does everything well.\u201d Sometimes you\u2019re asking the wrong question. Sometimes you\u2019re asking the right question to the wrong model.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That realization alone changed how I teach AI to others as an IT professional.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Why I Gravitate Toward ChatGPT Projects<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">When ChatGPT introduced projects (or notebooks), something clicked.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Projects let you:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Maintain consistent tone and formatting<\/li>\n\n\n\n<li>Upload reference documents once<\/li>\n\n\n\n<li>Build on prior context without starting over<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">That\u2019s a huge deal if you\u2019re doing repeatable work\u2014documentation, policy drafts, scripts, blog posts, or structured creative projects.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It\u2019s also where I started having <em>fun<\/em>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">AI as a Creative Tool (Not Just a Work One)<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Once I stopped treating AI like a productivity checkbox, things got interesting.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">I started experimenting with music tools\u2014making songs about my family, inside jokes, motivational themes. I ended up with something that\u2019s basically a private family album sitting on YouTube Music. That alone sold me on AI as a creative amplifier, not just an office assistant.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Then I saw people creating AI characters on social media and thought, <em>\u201cAlright, how hard can that be?\u201d<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Turns out: very hard\u2014if you want it done well.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">I landed on <strong>OpenArt<\/strong> because it gave me access to multiple image models. That flexibility mattered. Different models behave very differently.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">My first character was one of my wife\u2019s stuffed animals. Early attempts were awful:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Proportions wrong<\/li>\n\n\n\n<li>Face off<\/li>\n\n\n\n<li>Weird poses<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">But iteration matters. Over time, I learned:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>How to write master prompts<\/li>\n\n\n\n<li>How to define character behavior<\/li>\n\n\n\n<li>How to lock down visual consistency<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">That trial-and-error process taught me more about AI than any tutorial ever could.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Using AI Visibly (and Honestly) at Work<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">One of the more interesting experiments came during a work presentation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">I decided to generate <strong>every image<\/strong> in the deck using AI and put a disclaimer on the first slide saying exactly that.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">What followed was predictable\u2014and useful:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Logos were wrong<\/li>\n\n\n\n<li>People had missing eyes<\/li>\n\n\n\n<li>Someone ended up with three feet<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/baumwire.com\/wp-content\/uploads\/2025\/12\/openart-image_FBW1GRhl_1764770186140_raw.jpg\" alt=\"\" class=\"wp-image-237\" srcset=\"https:\/\/baumwire.com\/wp-content\/uploads\/2025\/12\/openart-image_FBW1GRhl_1764770186140_raw.jpg 1024w, https:\/\/baumwire.com\/wp-content\/uploads\/2025\/12\/openart-image_FBW1GRhl_1764770186140_raw-300x225.jpg 300w, https:\/\/baumwire.com\/wp-content\/uploads\/2025\/12\/openart-image_FBW1GRhl_1764770186140_raw-768x576.jpg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Instead of hiding it, I talked about it during the presentation. I explained which models I used, why some worked better than others, and how much iteration it took to get usable results.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The outcome surprised me:<br>People were <em>more<\/em> engaged, not less.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI wasn\u2019t treated as magic\u2014it was treated as a tool with clear strengths and obvious weaknesses. That honesty mattered.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Where AI Actually Helps Me Day to Day<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">At this point, AI is just part of how I work:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Drafting emails when I know I sound too harsh<\/li>\n\n\n\n<li>Asking for tone adjustments instead of rewrites<\/li>\n\n\n\n<li>Reviewing scripts to explain what they\u2019re doing<\/li>\n\n\n\n<li>Generating starter code or pseudocode<\/li>\n\n\n\n<li>Brainstorming when I\u2019m stuck<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">But I never assume it\u2019s right.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That\u2019s the key lesson.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">The Real Lesson: AI Rewards Intentional Users<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI is not a replacement for thinking. It\u2019s a multiplier.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If you:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Don\u2019t verify outputs<\/li>\n\n\n\n<li>Don\u2019t understand its limitations<\/li>\n\n\n\n<li>Expect perfection<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">You\u2019ll be disappointed.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If you:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Treat it like an assistant, not an authority<\/li>\n\n\n\n<li>Learn how different models behave<\/li>\n\n\n\n<li>Iterate instead of expecting magic<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">It\u2019s phenomenal.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI doesn\u2019t remove responsibility. It <strong>amplifies<\/strong> it.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">And honestly? That\u2019s exactly how it should work.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>I didn\u2019t get into AI because it was trendy. I got into it because work forced me to. Once AI started showing up in procurement conversations\u2014\u201cShould we buy this product?\u201d, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":235,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-234","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-techie"],"_links":{"self":[{"href":"https:\/\/baumwire.com\/index.php\/wp-json\/wp\/v2\/posts\/234","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/baumwire.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/baumwire.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/baumwire.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/baumwire.com\/index.php\/wp-json\/wp\/v2\/comments?post=234"}],"version-history":[{"count":2,"href":"https:\/\/baumwire.com\/index.php\/wp-json\/wp\/v2\/posts\/234\/revisions"}],"predecessor-version":[{"id":238,"href":"https:\/\/baumwire.com\/index.php\/wp-json\/wp\/v2\/posts\/234\/revisions\/238"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/baumwire.com\/index.php\/wp-json\/wp\/v2\/media\/235"}],"wp:attachment":[{"href":"https:\/\/baumwire.com\/index.php\/wp-json\/wp\/v2\/media?parent=234"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/baumwire.com\/index.php\/wp-json\/wp\/v2\/categories?post=234"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/baumwire.com\/index.php\/wp-json\/wp\/v2\/tags?post=234"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}