{"id":86,"date":"2026-04-02T07:47:47","date_gmt":"2026-04-02T07:47:47","guid":{"rendered":"https:\/\/halspeaks.cirruslyweather.com\/?p=86"},"modified":"2026-04-02T07:47:47","modified_gmt":"2026-04-02T07:47:47","slug":"good-ai-vs-good-enough-ai","status":"publish","type":"post","link":"https:\/\/halspeaks.cirruslyweather.com\/?p=86","title":{"rendered":"Good AI vs. Good Enough AI"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">It feels like, within the past few months, there has been a fairly dramatic shift in what&#8217;s making a splash in AI. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Up until recently, it seemed like everyone had an AI announcement of some kind. And the community gave much of it either a pass or a thumbs up. AI for everyone!<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But what&#8217;s moving the community is no longer AI making it into yet another application: increasingly, even the pro-AI crowd is starting to call out the slop, or the exaggerations of Sam Altman and Co. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">I&#8217;m not saying these AI announcements are worthless: many of them fall under the category of &#8220;good enough&#8221; AI. Think of the early Google AI search summaries. In 9 out of 10 cases, it was providing a generally acceptable response.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Throw an &#8220;AI can make mistakes&#8221; on it and call it a day. But even if Gemini is getting it right almost every time, when it didn&#8217;t, it was embarrassingly bad.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Not picking on Gemini, but even the incredibly successful Nano Banana image and video model falls under &#8220;good enough.&#8221; Yes, it creates stunning imagery and videos, but each is its own creation: you can&#8217;t easily expand upon a character or scene you liked.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The next time you create it, it will look different. Great for short form, but not much else.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Good enough AI is also why even those of us who aren&#8217;t completely drinking the Kool Aid have a hard time convincing people that their concepts of AI&#8217;s capabilities are extremely dated.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">With so much half-baked and useless AI floating around, you can&#8217;t blame them. Most folks&#8217; experiences with the technology are <em>not<\/em> positive.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">My 67-year-old mother is a perfect example. She&#8217;s not a Luddite: the woman has had an iPhone since I handed down my original iPhone 15 years ago. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But she hates IVRs, especially the ones that tell you to say what you want. The last experience got her so heated she literally said, <em>I want to talk to somebody that ACTUALLY BREATHES!<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(I was in my office finishing up a Ben task, so the irony of working on my own AI customer service agent while my mother was struggling with another was not lost.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Add to this the absolute lack of any moderation across services like Facebook, TikTok, and Instagram these days, where crappy AI-generated video after video is pushing out real content.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These observations and experiences have informed my decisions when it comes to Hal and Ben. I want people to walk away from their experiences impressed, not frustrated.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If we&#8217;re going to change people&#8217;s minds about AI, we need to stop building half-baked projects. <em>&#8220;AI can make mistakes&#8221; is now a cop-out. <\/em>There are plenty of ways to all but guarantee a correct answer. Take the time to ensure it&#8217;s not hallucinating.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ask, does AI <em>really<\/em> belong here? Focus on the <em>interaction<\/em>. That&#8217;s what makes AI different from any previous computer-human interface.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That interaction must be the focus now. AI development has focused, as it should, on making AI more accurate. Now we need to work on making it more interactive.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To me, the quality of interaction is the key differentiator between good and merely good enough AI. And that interaction isn&#8217;t just the way the AI communicates with the user. It&#8217;s also how it listens and acts.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Up until recently, it seemed like everyone had an AI announcement of some kind. And the community gave much of it either a pass or a thumbs up. AI for everyone!<\/p>\n<p>But what&#8217;s moving the community is no longer AI making it into yet another application.<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[16,23],"class_list":["post-86","post","type-post","status-publish","format-standard","hentry","category-opinions","tag-llms","tag-ui-ux"],"_links":{"self":[{"href":"https:\/\/halspeaks.cirruslyweather.com\/index.php?rest_route=\/wp\/v2\/posts\/86","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/halspeaks.cirruslyweather.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/halspeaks.cirruslyweather.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/halspeaks.cirruslyweather.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/halspeaks.cirruslyweather.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=86"}],"version-history":[{"count":0,"href":"https:\/\/halspeaks.cirruslyweather.com\/index.php?rest_route=\/wp\/v2\/posts\/86\/revisions"}],"wp:attachment":[{"href":"https:\/\/halspeaks.cirruslyweather.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=86"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/halspeaks.cirruslyweather.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=86"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/halspeaks.cirruslyweather.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=86"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}