It's here. The #1 question we get is "How... does Lumen actually value code?" Now you can see for yourself. I've just shipped an interactive demo of our AI Quality Engine. - Select a sample project. - Watch our AI analyze its quality, complexity, and architecture. - Get the full, transparent valuation report. We're making our most advanced tech simple to understand & this is what transparency looks like. Try it now onshow more

I’m excited to announce the launch of @Span_Platform’s AI... Code Detector! 🚀 We all know how transformative AI coding assistants have been, but it's still hard to know what's AI vs. not & what impact it's ultimately having on quality, velocity, and security. Now you can with Span—powered by our machine learning model, span-detect-1, which detects AI-generated code with an industry-best 95% accuracy. We can’t wait to see how this helps engineering leaders who want to lead with hard data, not hype. Try it out today—completely free.show more

Taste is invisible until you try to write it... down. This is probably my biggest lesson with AI building as of late. At Sundial, I get to work with really friggin' amazing analysts who know the art, and I see how much of our collective time now is now spent turning that art into playbooks or skills for an LLM. Encoding things like: "How would a great analyst actually look at this metric move?" or "What is ACTUALLY the interesting signal in this story versus noise?" or "How can we know if a product change actually moved the needle?" It's really humbling work! You write an instruction set. The LLM misses. You add more context. It still misses. You add even more. Now it's confused. You strip it back. Now it's too vague. You try a different framing. Better, but inconsistent. Works on Monday, fails on Tuesday. You go again. I've come to realize the gap between 70% quality and 95% quality is not 3 or 4 big things. It's more like 100s of small things. Which is exactly why you can't write an article about it, or copy it, or shortcut it! This gap *is* taste, quantified. The accumulated weight of a thousand small judgments you don't notice you're making, until you sit down to externalize them and realize you can't. Being good at something is not the same as being able to articulate why you're good at it. I now see two bottlenecks to making something better than today's generic AI: 1. Can you *see* what better looks like in the first place? 2. Even if you can see, can you *articulate* what that is in a way that the LLM can understand and systemize? #2 is now a new craft, the art of distilling the art. The people who can do it well are the ones building standout products.show more

Made this commercial demo entirely with Seedance 2.0 via... Yapper Everything you see here is done by one single prompt shot, from the cuts, edits, graphic effects, to the voice over. Basically within the prompt I gave detailed instructions on how many shots I wanted, the timestamps, the copywriting, visual and graphic effects, etc. The full prompt sample is available for my subscribers only in the comment section below ⏬ + + + There are so many use cases for Seedance 2.0 instead of just recreating existing IP. I think for me as a copywriter, what I like about it is that I can create a pre-visualization of an ad we're about to make, with its specific tone and style. Like I said before, the AI generated content here wasn't meant to be the final product, but rather a starting point for our creative direction regarding the potential style that will go into our ads. It's just that it's now so much faster to iterate ideas, and to test many different concepts with Gen-AI. Like I've always said, the technology is here, and it's up to you how you want to use it.show more

We're doing 4 things to improve the quality of... Airbnbs and help you understand what you're going to get: 1. It’s hard to distinguish between good Airbnbs and the best of the best—now you can. Starting in May, you'll see the percentile rank for every home in the top 25%, and the top 1% get a 🏆show more

Today only, Toxic Town billboards are using real time... data to show what air quality is like across the country. If the air quality is “good” you will see a full poster for the series. If the air quality is “poor”, we are sacrificing our billboards to be covered in a cloud of white smoke. Just because you can’t see it, doesn’t mean it’s not happening.show more

Almost every brand I’ve talked to has asked me... about showing up in LLM answers. Here’s what matters most: 1. Mentions → Does AI actually bring up your brand? 2. Sentiment → When it does… is it positive or negative? 3. Citations → Are you being referenced as a source? You can win in traffic and still lose here. So what actually moves this? 1. Visibility across AI platforms (ChatGPT, Perplexity, Gemini, etc.) 2. Site structure that machines can understand (not just humans) 3. Content designed to answer questions (not just rank for keywords) 4. Trust signals across the internet (reviews, mentions, third-party validation) We’re early, but the data is already clear. AI-attributed commerce is growing fast, and this is only going to compound. You can treat this like SEO in 2012. Or you can get ahead of it now. We put everything we’re seeing into an AI visibility playbook for ecommerce brands. Worth a read if you care about how customers will find you next.show more

Friend just sent this on my dms and I've... been laughing and crying at it for the past 10 minutes or so, its the most beautiful thing this world can offer. I think you guys should have the priviledge of seeing it too bcuz this is now OUR. YES OUR. birthday gift.show more

Project Starline is going from research to reality. It... will now be called Google Beam! Our advanced AI doesn't just connect you—it feels like it teleports you in stunning, lifelike 3D. The first devices from HP launch later this year for early customers!show more

📢 Novastro Chain Testnet Phase 1 is Live! We... are thrilled to announce the launch of our #Testnet, and we invite you to explore and test our ecosystem dApps. Participate now & get a chance at $NOVAS airdrop 🧵 Read on for details about each dApp & how you can get involvedshow more

GITHUB JUST KILLED THE WORST PART OF VIBE CODING... they shipped a free tool called Spec Kit and it already crossed 120,000 stars the fix is stupidly simple instead of tossing vague prompts at an agent and praying it doesn't wreck your project Spec Kit makes the AI write a full structured spec before it touches a single line of code it works through the problem first figures out what you want to build asks about the gaps lays out the project then it starts coding you get fewer insane bugs, cleaner output and results you can predict the flow looks like this: /constitution for your rules and standards /specify for what you want to build /clarify for the open questions before you start /plan for architecture and stack /tasks for the ordered work /implement to run it it plugs into Claude Code, Cursor, Copilot, Codex, Gemini CLI and 25+ other agents 120,000 stars, 10,000 forks, open source, shipped by GitHub itself learning to drive agents like this is most of what separates people getting hired as AI engineers from everyone still fighting their promptsshow more

I didn’t expect AI to make ad creation this... fast. Just tested Pollo AI Marketing Studio to see what it can do. Tried making a sports streaming app ad from a single product image. No editing. No timeline. No production setup. Just picked a video format and it generated a full video ad in seconds. What stood out wasn’t just the output,, it was how simple the whole process is now. What used to take multiple steps and tools can now be done in a single workflow. Curious how others see this, would you use something like this for ads?show more

LayerAI AI Agent Manifesto is Live: The Path Forward... 🧬 We've made it easy for ecosystem veterans & newcomers to get excited about the market & product opportunity we're tackling next: AI Agent Infrastructure. We're building an AI-powered agent platform where people can deploy, market, and succeed with this new token subcategory. At the heart of this transformation lies a challenge: primitive & so far limited tech & AI capabilities of incumbent platforms. We believe that LayerAI is equipped to rise as the new leading infrastructure provider for this market. LayerAI has already demonstrated market validation for AI Agents and looks to build on what we believe is the very start of this category in web3. 👉 Explore now:show more

Our demo is now LIVE, just in time for... #SteamNextFest and beyond! Get a sneak peak at one of our favorite sections yet, get a feel for combat, platforming, and much more!! What kind of terrors await you in the depths? There's only one way to find out:show more

100,000,000 transactions. This isn't just a number. It’s stress... tests passed. Infra battle-tested. UX relentlessly refined. Our AI infra stack has now processed over 100M txs across 450K+ wallets and $450M+ in restaked TVL. This wasn’t an easy feat. We iterated every week. Listened. Shipped. Broke things. Fixed them. All while keeping user experience as our north star. Thankyou to our community for the constant feedback and support. You helped us shape this. Capx AI is ready for mainnet. The AI Builder Economy is no longer a vision, it’s inevitable and it's happening now. notifs on. coming soon.show more

Completely oversold rn is Sentiment AI ( $SENT ),... telling you guys, you are sleeping on this gem, now at a 3M market cap - eventually every single project is going to want to get listed on their website so that users can get sentiment analysis FAST. We all need sentiment analysis in our due diligence and these guys are using AI to quickly research mood shifts around a project ... check it @show more

excited to launch AI Reality TV today! our new... platform lets you create your own social simulations. ever wondered if elisabeth preferred jack or will in pirates of the caribbean? now you can simulate and see for yourself! here's how it works: 1. choose a map and scenario. 2. add and customize your characters 3. watch the drama unfold as AI-powered characters interact. 4. talk to them to get their perspective. this is the start of a new kind of entertainment! drop a comment and I'll send you access.show more

i'd have to disagree here the problem isn't AI... UGC. the problem is most of what people are posting is slop when the quality is there, AI UGC beats real creators we've built the best system for realistic AI UGC videos right now: > realistic visuals > realistic voice > realistic quality > optimized movements and hooks for virality also way cheaper than a real creator and built for scale. mass automation across thousands of posts and multiple accounts. the standard AI tools and templates people are using will never work on organic. it's going to get terrible reach because people can instantly tell it's slop. especially on tiktok where the audience is much younger... you need high quality AI UGC systems that took actual effort to put together these videos can be used at scale across ecom, consumer apps, software etc.. example below:show more