... write yourself now controls whether shipping a given release locks a cohort of your users out of their own data pending someone else's tap. For an AI product it's genuinely unclear where the line sits. Is swapping the underlying model a significant change to what the app does? Is broadening what the assistant will discuss? I don't think anyone knows yet, and I'd rather have written down my answer before a release forces one. Where ... ... could have. And I still don't have a clean answer on the verification-method question, because the honest version is that I don't yet know what I'd do differently with a government-ID-checked 16 versus

... wrong, people shrug, fix it themselves and move on, so you never hear about it. Your error rate looks healthy because it's only counting the failures loud enough to complain about. Ours in Zeplik was the model picker swapping mid conversation without saying so. Nobody filed a ticket for it. People assumed the AI was just having an off day, which is a story users will happily tell themselves forever. The fix felt wrong to ship. We made ... ... picker say out loud that it swapped

... have a very diverse portfolio of tools, most of them are unknown to me :) Thank you for sahirng :) Comment from Nika(@busmark_w_nika): @ethan_cheng  are there any other alternatives to blitzit? Comment from Nika(@busmark_w_nika): @fabian_maume  I would swap

... everyone! I m Ysabel , Product Manager at CuddlyNest . A quick intro Former e-commerce PM who swapped carts for passports On a mission to make booking trips as easy as scrolling TikTok Favorite travel flex: Ive slept on the beach under the stars (no tents or anything) multiple times (I have a sense its an addiction) Who CuddlyNest is Built by travellers, for travellers - 22 million+ stays in 200 + countries (from treehouses to 5-star hotels) - One platform for every ... ... booking 3. AI-built itineraries you can actually book in one click Why I m here 1. Meet fellow makers in travel, crypto, or both 2. Hear your best or worst stories about paying for travel with crypto 3. Swap

... Product Hunters! I ve been thinking about a new project idea and I d love to hear your thoughts. Face swaps are everywhere but surprisingly, there s still no easy, user-friendly tool to instantly put your face into iconic movie scenes, straight from the browser. No downloads, no complicated setup just pick a scene, upload your photo, and watch yourself become the hero (or villain!) in seconds. How it would work: Choose your scene from a library of legendary ... ... moments (from The Matrix to Forrest Gump and yes, you could even upload your own .mp4 if you want something unique). Upload your face (just a selfie or portrait). One click and AI does the rest your face is swapped

... Quick update since my last post. I ve started iterating on the instant face-swap idea and guess what? The early results are already looking I ve built the first version of the system, and it s working surprisingly well. You can take a short movie clip, upload your selfie, and in just a few seconds boom you re Heath Ledger in Joker. It keeps the full movie styling, shadows, colors, even the actor s facial movements and expressions ... ... honestly shocked I managed to pull that off. Lighting? Emotions? It s all there. You can actually see yourself acting in the scene not just a static face pasted on. Here are a quick before/after example with my face swapped