[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"cms-topics":3,"$flr3ktkvouomm":34},[4,13,20,27],{"slug":5,"name":6,"intro":7,"introText":8,"seoTitle":6,"seoDescription":9,"essayCount":10,"indexable":11,"path":12},"trust-as-infrastructure","Trust as Infrastructure",null,"Signals, systems, networks, time, and resilience - and how they build on each other. The conventional wisdom on trust is wrong. This is the correction. Each article breaks down one assumption about authenticity, credibility, or signals... and rebuilds it from the ground up. Strategy for leaders who need credibility to actually hold.","The conventional wisdom on trust is wrong. This is the correction. Strategy for leaders who need credibility to actually hold.",17,true,"\u002Fwriting\u002Ftrust-as-infrastructure",{"slug":14,"name":15,"intro":7,"introText":16,"seoTitle":15,"seoDescription":17,"essayCount":18,"indexable":11,"path":19},"human-in-the-loop","Human in the Loop","AI won't replace your expertise. It will expose whether you had any. Personal essays from the professional middle: the judgment calls, identity questions, and uncomfortable moments that don't show up in the frameworks. For practitioners navigating the AI transition without a script.","AI won't replace your expertise. It will expose whether you had any. For practitioners navigating the AI transition without a script.",7,"\u002Fwriting\u002Fhuman-in-the-loop",{"slug":21,"name":22,"intro":7,"introText":23,"seoTitle":22,"seoDescription":24,"essayCount":25,"indexable":11,"path":26},"craft","Craft","The gap between what you intend to signal and what your audience actually receives is where trust dies. Practical reads on the visible layer: what your clients, readers, and critics see when they look, and how the thing got made that way. Because the strategy is only as good as what shows up on the other side.","The gap between what you intend to signal and what your audience actually receives is where trust dies. Practical reads on the visible layer, and how the work gets made.",12,"\u002Fwriting\u002Fcraft",{"slug":28,"name":29,"intro":7,"introText":30,"seoTitle":29,"seoDescription":31,"essayCount":32,"indexable":11,"path":33},"creative-technology","Creative Technology","Most of the interesting work happens at the seams between industries. The real-time engines built for games turn out to be what the water sector needed. Generative AI makes more sense as an org chart than as math. Notes from thirty years of pointing new tools at old problems, and watching what happens when someone aims them wrong.","Where new tools meet old problems. Real-time engines for the water sector, generative AI as an org chart, and how to aim technology at the right target.",3,"\u002Fwriting\u002Fcreative-technology",{"essay":35,"related":220},{"slug":36,"title":37,"subtitle":38,"excerpt":39,"publishAt":40,"topic":41,"heroId":42,"path":43,"body":44,"bodyText":176,"seoTitle":177,"seoDescription":39,"canonicalUrl":7,"dateUpdated":178,"citations":179},"customers-see-stitches-that-arent-there","Your customers can see the stitches that aren't there","J.Crew's AI catalog passed the glance and failed the people who know how a shirt is cut. The customers who look closest are the ones you lose.","A generated product image passes a glance. It fails the customers who know how the thing is made, and they quietly stop trusting the brand.","2026-10-22T12:00:00.000Z",{"slug":21,"name":22},"1e9f7d30-7c58-46d9-a310-4151a4d3aa96","\u002Fwriting\u002Fcraft\u002Fcustomers-see-stitches-that-arent-there",{"type":45,"children":46},"root",[47,55,60,65,78,83,90,95,100,105,110,116,121,126,132,150,155,161,166,171],{"type":48,"tag":49,"props":50,"children":51},"element","p",{},[52],{"type":53,"value":54},"text","In August 2025, someone scrolling J.Crew's Instagram saw a man in a striped rugby shirt and wanted it. The post was part of a campaign for a Vans collaboration, made to look like a page from the brand's late-'80s catalogs: boats, bicycles, an easel, that old-money ease. The commenter went to the website and came back empty-handed. \"Can't find it in the site,\" they wrote.",{"type":48,"tag":49,"props":56,"children":57},{},[58],{"type":53,"value":59},"J.Crew's account answered: \"this is a vintage style.\"",{"type":48,"tag":49,"props":61,"children":62},{},[63],{"type":53,"value":64},"The shirt had never existed. An image model made it up, along with the man wearing it.",{"type":48,"tag":49,"props":66,"children":67},{},[68,70,76],{"type":53,"value":69},"Later that month the fashion newsletter ",{"type":48,"tag":71,"props":72,"children":73},"em",{},[74],{"type":53,"value":75},"Blackbird Spyplane",{"type":53,"value":77}," reported that the images were AI-generated, which J.Crew hadn't said anywhere. A tip started it. What made the story was everything the newsletter and its readers found once they looked: a model's foot \"bending backward underneath him at a 90-degree angle,\" shirt stripes \"glitchy in the first slide, then crispy in the second,\" handlebars on a bike that looked wrong. One of the people they asked to look enlisted her father, who sails. The lifelines, he said, \"should go all the way to the end of the bow. That gap left behind is where you don't want people falling through.\"",{"type":48,"tag":49,"props":79,"children":80},{},[81],{"type":53,"value":82},"J.Crew's response was to edit the captions and credit the artist with the \"digital art.\" They still didn't say AI.",{"type":48,"tag":84,"props":85,"children":87},"h2",{"id":86},"the-people-who-know-the-work",[88],{"type":53,"value":89},"The people who know the work",{"type":48,"tag":49,"props":91,"children":92},{},[93],{"type":53,"value":94},"Most people probably glanced at those posts for a couple of seconds and kept scrolling, and I would have too. One of the newsletter's authors, a longtime fan of vintage J.Crew, admits doing the same at first. A generated image is built to pass that glance. It holds up for anyone who doesn't know how a shirt is cut, how a boat is rigged, or how a stitch sits.",{"type":48,"tag":49,"props":96,"children":97},{},[98],{"type":53,"value":99},"Your best customers know exactly those things.",{"type":48,"tag":49,"props":101,"children":102},{},[103],{"type":53,"value":104},"In April 2024, NBC News looked at crochet patterns on Etsy sold with AI-generated pictures of finished pieces nobody had ever made. Some of those shops had thousands of sales. The images, NBC wrote, \"look great to the unassuming eye.\" The crocheters looked harder. Six reviewers posted photos of their half-finished projects, and the work didn't match the listing. A Reddit user with fifteen years of crocheting behind them described the moment they caught on: they \"realized some of these were impossible and started looking closer for stitches that weren't there.\"",{"type":48,"tag":49,"props":106,"children":107},{},[108],{"type":53,"value":109},"The image is fine until someone who knows the work goes looking for the stitches.",{"type":48,"tag":84,"props":111,"children":113},{"id":112},"when-the-eye-becomes-a-rule",[114],{"type":53,"value":115},"When the eye becomes a rule",{"type":48,"tag":49,"props":117,"children":118},{},[119],{"type":53,"value":120},"In craft communities, that habit of looking closer is turning into a rule. This year the largest cross-stitch group on Reddit started asking members to post close-ups of their stitches, because, as the craft site CraftGossip put it, \"one thing it's still hard for AI to replicate is individual stitches.\" A lot of people now show the backs of their pieces too.",{"type":48,"tag":49,"props":122,"children":123},{},[124],{"type":53,"value":125},"The brands that get caught fastest are the ones whose customers make things themselves. In January 2024, Magic: The Gathering fans spotted a dial with \"bizarre artifacting over the numbers\" in a marketing image. Wizards of the Coast first said the art \"was created by humans and not AI,\" then admitted otherwise and thanked its \"diligent community.\" The same week, people flagged AI dragons in New Year marketing from Wacom, which makes drawing tablets for artists, and the artists who use them were among the loudest. Wacom said it had \"vetted the images through a few popular online tools,\" and the tools had said they weren't AI. The people who flagged them didn't need a tool.",{"type":48,"tag":84,"props":127,"children":129},{"id":128},"what-the-reaction-looks-like",[130],{"type":53,"value":131},"What the reaction looks like",{"type":48,"tag":49,"props":133,"children":134},{},[135,137,141,143,148],{"type":53,"value":136},"Anger gets the attention, and some artists did tell their followers to buy from Wacom's competitors. The reaction I'd worry about more is the quieter one. ",{"type":48,"tag":71,"props":138,"children":139},{},[140],{"type":53,"value":75},{"type":53,"value":142}," called J.Crew's images \"subtly but palpably ",{"type":48,"tag":71,"props":144,"children":145},{},[146],{"type":53,"value":147},"wrong",{"type":53,"value":149},".\" One Etsy buyer wrote, \"I will never purchase from this seller again.\" Both are a customer concluding the brand didn't look closely at its own product, and deciding to stop looking closely at the brand.",{"type":48,"tag":49,"props":151,"children":152},{},[153],{"type":53,"value":154},"I think most marketing teams underestimate that cost. A generated lifestyle image saves the price of a shoot. What it spends is an assumption your most attentive customers make every time they see your work, that someone who knows the thing checked it.",{"type":48,"tag":84,"props":156,"children":158},{"id":157},"before-it-ships",[159],{"type":53,"value":160},"Before it ships",{"type":48,"tag":49,"props":162,"children":163},{},[164],{"type":53,"value":165},"I'd show the image to someone who makes the thing. The problem with J.Crew's boat took a sailor one look. Every company has, or can find, a person who knows how its product is stitched, poured, wired or cut. Their glance costs less than the shoot you skipped, and far less than the comments section.",{"type":48,"tag":49,"props":167,"children":168},{},[169],{"type":53,"value":170},"If the image is generated, say so. The striped-rugby exchange is where J.Crew's campaign stopped being a style choice and became something closer to a lie: a customer asked a direct question about a product and got an answer that implied it existed. Disclosure has a cost. Being found out costs more, and it's paid by the customers you can least afford to lose.",{"type":48,"tag":49,"props":172,"children":173},{},[174],{"type":53,"value":175},"The people who love what you make will always look closer than you did.","In August 2025, someone scrolling J.Crew's Instagram saw a man in a striped rugby shirt and wanted it. The post was part of a campaign for a Vans collaboration, made to look like a page from the brand's late-'80s catalogs: boats, bicycles, an easel, that old-money ease. The commenter went to the website and came back empty-handed. \"Can't find it in the site,\" they wrote. J.Crew's account answered: \"this is a vintage style.\" The shirt had never existed. An image model made it up, along with the man wearing it. Later that month the fashion newsletter Blackbird Spyplane reported that the images were AI-generated, which J.Crew hadn't said anywhere. A tip started it. What made the story was everything the newsletter and its readers found once they looked: a model's foot \"bending backward underneath him at a 90-degree angle,\" shirt stripes \"glitchy in the first slide, then crispy in the second,\" handlebars on a bike that looked wrong. One of the people they asked to look enlisted her father, who sails. The lifelines, he said, \"should go all the way to the end of the bow. That gap left behind is where you don't want people falling through.\" J.Crew's response was to edit the captions and credit the artist with the \"digital art.\" They still didn't say AI. The people who know the work Most people probably glanced at those posts for a couple of seconds and kept scrolling, and I would have too. One of the newsletter's authors, a longtime fan of vintage J.Crew, admits doing the same at first. A generated image is built to pass that glance. It holds up for anyone who doesn't know how a shirt is cut, how a boat is rigged, or how a stitch sits. Your best customers know exactly those things. In April 2024, NBC News looked at crochet patterns on Etsy sold with AI-generated pictures of finished pieces nobody had ever made. Some of those shops had thousands of sales. The images, NBC wrote, \"look great to the unassuming eye.\" The crocheters looked harder. Six reviewers posted photos of their half-finished projects, and the work didn't match the listing. A Reddit user with fifteen years of crocheting behind them described the moment they caught on: they \"realized some of these were impossible and started looking closer for stitches that weren't there.\" The image is fine until someone who knows the work goes looking for the stitches. When the eye becomes a rule In craft communities, that habit of looking closer is turning into a rule. This year the largest cross-stitch group on Reddit started asking members to post close-ups of their stitches, because, as the craft site CraftGossip put it, \"one thing it's still hard for AI to replicate is individual stitches.\" A lot of people now show the backs of their pieces too. The brands that get caught fastest are the ones whose customers make things themselves. In January 2024, Magic: The Gathering fans spotted a dial with \"bizarre artifacting over the numbers\" in a marketing image. Wizards of the Coast first said the art \"was created by humans and not AI,\" then admitted otherwise and thanked its \"diligent community.\" The same week, people flagged AI dragons in New Year marketing from Wacom, which makes drawing tablets for artists, and the artists who use them were among the loudest. Wacom said it had \"vetted the images through a few popular online tools,\" and the tools had said they weren't AI. The people who flagged them didn't need a tool. What the reaction looks like Anger gets the attention, and some artists did tell their followers to buy from Wacom's competitors. The reaction I'd worry about more is the quieter one. Blackbird Spyplane called J.Crew's images \"subtly but palpably wrong.\" One Etsy buyer wrote, \"I will never purchase from this seller again.\" Both are a customer concluding the brand didn't look closely at its own product, and deciding to stop looking closely at the brand. I think most marketing teams underestimate that cost. A generated lifestyle image saves the price of a shoot. What it spends is an assumption your most attentive customers make every time they see your work, that someone who knows the thing checked it. Before it ships I'd show the image to someone who makes the thing. The problem with J.Crew's boat took a sailor one look. Every company has, or can find, a person who knows how its product is stitched, poured, wired or cut. Their glance costs less than the shoot you skipped, and far less than the comments section. If the image is generated, say so. The striped-rugby exchange is where J.Crew's campaign stopped being a style choice and became something closer to a lie: a customer asked a direct question about a product and got an answer that implied it existed. Disclosure has a cost. Being found out costs more, and it's paid by the customers you can least afford to lose. The people who love what you make will always look closer than you did.","Why AI product images fail the customers who know your craft","2026-10-21T02:44:11.480Z",[180,189,197,205,213],{"role":181,"relevance":182,"citation":183},"anchor","Blackbird Spyplane on J.Crew's unlabeled AI catalog images and the errors it and its readers found, down to a boat's lifelines.",{"rId":184,"title":185,"byline":186,"year":187,"url":188},"R1568","J.Crew Used A.I. to Counterfeit Their Own Vibes","Jonah Weiner, Erin Wylie",2025,"https:\u002F\u002Fwww.blackbirdspyplane.com\u002Fp\u002Fjcrew-used-ai-to-counterfeit-their-own-vibes",{"role":181,"relevance":190,"citation":191},"NBC News on Etsy crochet listings pictured with AI images, and the crocheter who started 'looking closer for stitches that weren't there.'",{"rId":192,"title":193,"byline":194,"year":195,"url":196},"R1551","Etsy crochet buyers say AI-made images are being used to sell disappointing patterns","Tenbarge, Kat",2024,"https:\u002F\u002Fwww.nbcnews.com\u002Ftech\u002Ftech-news\u002Fetsy-crochet-buyers-suspect-ai-made-images-used-sell-patterns-rcna145878",{"role":181,"relevance":198,"citation":199},"The largest cross-stitch group on Reddit asking members to post close-ups of their stitches to show the work is real.",{"rId":200,"title":201,"byline":202,"year":203,"url":204},"R1552","Why The Biggest Cross Stitch Group Demands Proof Now","Lord Libidan",2026,"https:\u002F\u002Flordlibidan.com\u002Ffake-ai-cross-stitch\u002F",{"role":206,"relevance":207,"citation":208},"context","Wizards of the Coast thanking its 'diligent community' for flagging AI in Magic marketing, after first saying the art was made by humans.",{"rId":209,"title":210,"byline":211,"year":195,"url":212},"R1569","An Update on Generative AI Tools and Magic","Wizards of the Coast","https:\u002F\u002Fmagic.wizards.com\u002Fen\u002Fnews\u002Fannouncements\u002Fan-update-on-generative-ai-tools-and-magic",{"role":206,"relevance":214,"citation":215},"Wacom pulling AI dragon art that people flagged, saying 'a few popular online tools' had indicated the images weren't AI-generated.",{"rId":216,"title":217,"byline":218,"year":195,"url":219},"R1570","Wacom Explained Its AI-Generated Images After Backlash","Gloria Levine","https:\u002F\u002F80.lv\u002Farticles\u002Fwacom-explained-its-ai-generated-images-after-backlash",[221,230,239],{"slug":222,"title":223,"subtitle":224,"excerpt":225,"publishAt":226,"topic":227,"heroId":228,"path":229},"ai-avatar-uncanny-valley","The more an AI avatar mimics a human, the more unsettling it becomes","Coca-Cola swapped people for polar bears and still landed in the uncanny valley. Let your AI look like AI.","Near-human AI faces get judged against the real thing and fail. The fix is a style choice: let the AI look like AI, and label it.","2026-10-15T12:00:00.000Z",{"slug":21,"name":22},"c6b9c064-b0f3-4257-994d-ce244f6df0cc","\u002Fwriting\u002Fcraft\u002Fai-avatar-uncanny-valley",{"slug":231,"title":232,"subtitle":233,"excerpt":234,"publishAt":235,"topic":236,"heroId":237,"path":238},"perfectly-mastered-podcast-sounds-like-a-bot","Your perfectly mastered podcast now sounds like a bot","How AI audio mastering strips out the one signal that proves a voice is human","AI mastering tools strip the breaths and room tone that prove a voice is human. The imperfections you cut were never the flaw.","2026-10-08T12:07:00.000Z",{"slug":21,"name":22},"7ee625e3-b7f3-479a-823c-42af374d0f2c","\u002Fwriting\u002Fcraft\u002Fperfectly-mastered-podcast-sounds-like-a-bot",{"slug":240,"title":241,"subtitle":242,"excerpt":243,"publishAt":244,"topic":245,"heroId":246,"path":247},"the-cleanup-economy","Cleaning up after AI is a growing job, priced like a quick fix","Freelancer.com listings to fix AI output rose 87% in ten months. The human arrives after every decision that mattered.","Demand for human judgment is growing as AI cleanup work. It gets booked as a quick fix, and it arrives after every decision that could have prevented the mess.","2026-10-01T12:00:00.000Z",{"slug":21,"name":22},"ffb1e4d6-412f-4b57-b955-14db95b1ed06","\u002Fwriting\u002Fcraft\u002Fthe-cleanup-economy"]