you can create a CSS only carousel with CSS... `𝚜𝚌𝚛𝚘𝚕𝚕-𝚜𝚗𝚊𝚙` .𝚜𝚌𝚛𝚘𝚕𝚕𝚎𝚛 { 𝚘𝚟𝚎𝚛𝚏𝚕𝚘𝚠-𝚡: 𝚊𝚞𝚝𝚘; 𝚜𝚌𝚛𝚘𝚕𝚕-𝚜𝚗𝚊𝚙-𝚝𝚢𝚙𝚎: 𝚡 𝚖𝚊𝚗𝚍𝚊𝚝𝚘𝚛𝚢; 𝚜𝚌𝚛𝚘𝚕𝚕-𝚙𝚊𝚍𝚍𝚒𝚗𝚐-𝚒𝚗𝚕𝚒𝚗𝚎: 𝟷.𝟻𝚛𝚎𝚖; /* 𝚖𝚊𝚝𝚌𝚑𝚎𝚜 𝚢𝚘𝚞𝚛 𝚜𝚌𝚛𝚘𝚕𝚕-𝚙𝚕/𝚙𝚛 */ } .𝚌𝚊𝚛𝚍 { 𝚜𝚌𝚛𝚘𝚕𝚕-𝚜𝚗𝚊𝚙-𝚊𝚕𝚒𝚐𝚗: 𝚌𝚎𝚗𝚝𝚎𝚛; 𝚏𝚕𝚎𝚡-𝚜𝚑𝚛𝚒𝚗𝚔: 𝟶; } When you scroll, it snaps exactly in the center of the card Super fun to use, easy to implement, no javascript requiredshow more

you can create a sticky navbar that morphs when... you scroll with pure CSS, no JS or animation libraries required 𝚑𝚎𝚊𝚍𝚎𝚛 { 𝚌𝚘𝚗𝚝𝚊𝚒𝚗𝚎𝚛-𝚝𝚢𝚙𝚎: 𝚜𝚌𝚛𝚘𝚕𝚕-𝚜𝚝𝚊𝚝𝚎; 𝚙𝚘𝚜𝚒𝚝𝚒𝚘𝚗: 𝚜𝚝𝚒𝚌𝚔𝚢; 𝚝𝚘𝚙: 𝟶; } @𝚌𝚘𝚗𝚝𝚊𝚒𝚗𝚎𝚛 𝚜𝚌𝚛𝚘𝚕𝚕-𝚜𝚝𝚊𝚝𝚎(𝚜𝚝𝚞𝚌𝚔: 𝚝𝚘𝚙) { .𝚗𝚊𝚟-𝚋𝚊𝚛 { 𝚖𝚊𝚡-𝚠𝚒𝚍𝚝𝚑: 𝟻𝟼𝚛𝚎𝚖; 𝚋𝚘𝚛𝚍𝚎𝚛-𝚛𝚊𝚍𝚒𝚞𝚜: 𝟶.𝟽𝟻𝚛𝚎𝚖; 𝚋𝚊𝚌𝚔𝚐𝚛𝚘𝚞𝚗𝚍: 𝚛𝚐𝚋(𝟸𝟻𝟻 𝟸𝟻𝟻 𝟸𝟻𝟻 / 𝟶.𝟿𝟸); } } the browser now knows when a sticky element is stuck, all triggered by one container query available only in chromium browsers only, no firefox or safari which is a shameshow more

You can pin a chat scroller to the bottom... with CSS 𝚘𝚟𝚎𝚛𝚏𝚕𝚘𝚠-𝚊𝚗𝚌𝚑𝚘𝚛, without having to use MutationObserver or 𝚜𝚌𝚛𝚘𝚕𝚕𝚃𝚘() functions ... ... #𝚜𝚌𝚛𝚘𝚕𝚕𝚎𝚛 * { 𝚘𝚟𝚎𝚛𝚏𝚕𝚘𝚠-𝚊𝚗𝚌𝚑𝚘𝚛: 𝚗𝚘𝚗𝚎; } #𝚊𝚗𝚌𝚑𝚘𝚛 { 𝚘𝚟𝚎𝚛𝚏𝚕𝚘𝚠-𝚊𝚗𝚌𝚑𝚘𝚛: 𝚊𝚞𝚝𝚘; 𝚑𝚎𝚒𝚐𝚑𝚝: 𝟷𝚙𝚡; } Browsers run scroll anchoring by default to prevent layout shifts Disable it on children, re-enable it on a 1px anchor at the end and the scroll follows new content down on its ownshow more

004/100 Buttons. A bit of the process on building... an animation. When looking at a finished animation or in this example a finished button, it can look quite complex inside the CSS. But when building it, it’s more like a lot of simple steps, one after another. Here I had the idea to make some kind of text animation like the footer logo on the Osmo site. I try to add the base animation with no complex easing, for example transition: translate 0.4s ease. Starting with just moving the one text from bottom to top and the other text to top. Adding a stagger, play around with it. Searching for a way to make it more circular. On the research I found the sin() function inside CSS which can build a more smooth non linear curve for the stagger which creates this circular effect. And step by step adding more complexity like, different easing for hover/hover-out, opacity, 3D transform and more. I use also the sin() function to rotate the letters, so the middle ones are getting more rotated than the outer ones. Another thing which helps is to add a small delay on hover, for example 0.05s or 0.1s, you don’t really see the difference, but when you hover pretty fast on and out it doesn’t get that jumpy. I’m using here GSAP’s SplitText to split every char into spans. And then I’m adding a CSS index variable to every span, starting from the center. SplitText can provide CSS index variables, but you cannot tell it from which direction. For the sin() it’s also important to have a max length, so I add another CSS variable with the max char number on it. Crafting 100 Buttons with Osmo ⏳ Total time: 63hshow more

Heres an actual way to make $10k a month... from TikTok + organic affiliate TT slides is probably the best way to make AI content for a few reasons > easy and not time consuming to make > much harder to detect images are AI > slideshows rarely get the AI label from TT (especially if you do what I’m gonna show you) >slideshows require less engagement to go viral (more consistent virality) >CTA can be more natural this AI slideshow format is going insanely viral consistently on brand new accounts and no one is even detecting it’s AI they’re super easy to make and use a story telling format that’s really smart you can take the exact same formula to promote sweeps offers from Glitchy and make $10k a month pretty easily here’s the blueprint >Content creation to create the slides realistic you can simply take a photo from Pinterest and put it into Gemini or Chat GPT and ask it to give you an EXACT JSON to recreate the image add in any details you want to add like “make her hair blonde” “make her eyes blue” take that JSON and put it into Nana Banana If you want her in certain backgrounds do the same process and add it in with the JSON of the girl you’ve created or just describe it Now clear the meta data from said image to stop getting the AI label If you still get it go to a meta data analysis site and put the data in ChatGPT Ask if their is anything in the meta data that is signalling this to TT >Writing scripts The reason these go so well it’s because they have a negative scroll stopping hook that instantly make you want to know what the slides going to say next “got fired from my job” “failed my exams” Along with the music that sets the emotion of the video It wouldn’t work as well if they had a random viral song that’s up beat plus the cherry on top is that the image correlates with what’s being said in the hook it’s self acting as a visual hook It wouldn’t work aswell if it was just an image of a girl on her bedroom >how to interpret sweeps Choose an sweeps offer from Glitchy for a retail store (Walmart/target) follow the same format of scroll stopping negative hook Example: “broke my arm” then you would tell a story that paints a bad working environment, maybe she got fired for breaking her arm and is now exposing secrets and your CTA would then be “they don’t promote this but they have a secret feedback program” this is just to give you inspiration but there is literally countless ways >account set up - US proxy / US sim - Download TT with US proxy on - Buy aged account (to help with account trust and getting banned due to proxy issues) - warm up for 2 days (scroll vids all the way through, like, comment authentic things relating to video) Then you post This is a very good way to at least reach a couple K a month but I’d be surprised if you don’t reach $10k beyondshow more

Sydney Sweeney keeps proving she knows exactly how to... sell. She continues marketing her lingerie line Syrn the smartest way possible: by putting herself front and center. Just yesterday she posted carefree imagery of herself and a friend laughing, spinning, and doing knee bends in a luxurious setting. Looking effortless and radiant as always, she simply draws attention and intrigue with everything she does. It’s a clear, consistent strategy, and it’s working. She’s built real momentum by owning the brand’s image instead of outsourcing it. As she put it when launching the line: “I wanted to create a place where women can move between all the different versions of who we are.” And on the product itself: “Lingerie is such a fun way to express yourself. You get to feel feminine, and you get to feel powerful.” Smart woman. She’s got the spark, and she keeps using it. Success looks inevitable from here.show more

Biggest Virtuals Protocol bug bounty of all time is... LIVE. 🚨 $15,000 for anyone who can decrypt a Morse AI signal containing a private wallet key holding all the funds. $5,000 extra if you DM me on X explaining exactly how you did it. Yeah. That’s how confident we are in the tech. To make it even better, the MORSE user-to-user platform is FREE to use until launch. We want real stress testing. No funds needed. Just create a fresh empty wallet and play with it. Early users will also get special rewards in the coming days 👀 Quick $MORSE TL;DR MORSE is a native privacy layer. Not just for payments, but for communication and assets too. It doesn’t replace ACP, it completes it. Some real examples: User → User Send a private message, file, prompt, or even a wallet key through a one-time encrypted URL. Only the target wallet can open it. Once opened, it’s burned forever. Agent → Agent Agents exchange sensitive data, strategies, keys, or instructions privately through the SDK. No logs. No persistence. No leaks. Agent → User Agents can send private signals, reports, assets, or credentials to a specific wallet, fully encrypted so only that user can read it. Nothing public. Nothing stored. Everything ephemeral by design. Have fun breaking it.show more

Sure, but the idea of simplifying the appearance of... Fortnite, the locker and the shop are all going in the exact opposite direction of simplicity. Equipping cosmetics takes double, if not triple the clicks. The UI is impractical and janky, not to mention the introduction of buttons and drop-down menus that were far easier to access previously. Selecting a skin to rotate it, preview it or even spin it around now requires clicking on it, which then applies it to your loadout. Previously this needed a confirm button so you could preview and choose skins, backblings etc without loosing your currently equipped on if you want to go back. Wraps are not included as part of a character's preset despite being completely relevant to the skin worn. Changing emotes, lobby tracks, and all cosmetics now means you have to back out and change tabs, something that could have previously been done on 1 page. The sectioned tabs make sense with new types like LEGO Kits, Cars, Instruments but there's no need to separate Character from Wraps, Emotes or Lobby. Archiving or Favoriting items can no longer be done in batches or quickly. Previously all you had to do was click once per cosmetic on the button but now you have to enter a drop down and select it for every individual item. Applying wraps to all slots now requires a drop down menu rather than simply clicking the button at the bottom. Swinging a pickaxe or redeploying a glider is near impossible to do and feels like more of a chore to actually accomplish with the drop-down menu. It overlays onto other items meaning as soon as it's clicked the menu vanishes and switches to another cosmetic before the animation can even begin. Cosmetics in the locker can be searched by seasons using "S1-17" but after S18+ they no longer filter. Entering the drop-down menu or right-clicking anything in the locker accidentally immediately takes you all the way back to your currently equipped item when exiting. The filter menu requires an "apply" button to be pressed rather than simply closing and applying when selecting one of the filters, taking longer and more clicks to simply find your recent items or remove a filter. The filter menu was also better as a side panel so you don't have to move your cursor to the center of the screen and back every single time. As a side panel it also allowed for more options to be displayed, whereas the current one requires a huge scroll bar to simply filter by favorite. The presets menu scroll wheel also zooms the skins in and out as you scroll up and down the list. Because of the randomize preset button, the list compared to when saving a preset is all moved up by 1, becoming disorientating to where the preset was in relation to the rows. The shop no longer displays item descriptions or set names on cosmetics - now requiring a click on each individual item when there is adequate space to do so. The new shop and locker appearance can be accustomed to, however, it NEEDS the basic functionality and user-friendly UI elements that the previous ones had. Simple buttons at the bottom to favorite, swing, redeploy and equip. Less tabs to switch between, less clicks required to complete simple tasks and less feeling like there's a battle against the UI itself just to equip the cosmetics you paid for. We appreciate the moves the renew the locker and shop, but in terms of functionality and user interaction, there is nothing we want more than the old one back or the old one's elements merged into the new appearance. Thank you.show more

Running slideshow pages pushing to affiliate offers is the... chillest business you can run >super low barrier to entry >not time consuming at all (2-3 hrs/day) >people make $30k/month doing it >actually pretty scaleable When I ran it I made $7k in my first week and it was probably the best time of my life If I was going to start again with $0 here’s exactly what I’d do in super simple terms: > Pick a desire Gen Z wants to achieve, the best ones are >More money >Saving money >Status (attraction) this one is easiest to go viral and monetise > Find the problem that stops people from achieving this desire and make content around that > Make a swipe file of viral slideshows and feed it to Claude > Use NBP to make the slideshows and make the images evoke comments (sweaty bum mark on the bench in a photo or something) > Study hook mechanism like: Hidden diagnosis - “You think it’s X when it’s actually Y” You can learn them from YouTube in about an hour >Produce volume: Have 20 Tiktok accounts posting 1 a day and push every slideshow to your domain >Get an offer from an affiliate network like Glitchy that matches your niche / pain your solving >Have your CTA in the actual slideshow positioned like it’s another tip Do this and no way you don’t get to $10k/monthshow more

Wanna Visit Kashi & Have Darshan of Lord Vishwanath... ji? Here are some Tips from Experience. Read fully. Share widely. Har har Mahadev. - If you are in Kashi, you definitely need to stay on the Ghat. I have come multiple times & the goto place for us is Hotel Alka on Meer Ghat. Amazing location (close to temple), rooms are super clean, food is top notch. Try to book the Deluxe or Royal View or Premium View rooms. They range in 4000 to 7000 per night. Since we booked months back, we got the Premium Rooms at great Valuation. You can see the Ganga ji directly. - If you book rooms on the Ghats, you will have to walk the last mile. Autos will come to a certain distance, then you will have to walk the small Gullis (Small streets). The stay is worth the walk. So if you have elders traveling, you need to plan accordingly. - If you want to visit Kashi Vishwanath ji, the best way is to book an aarti ONLINE. This is the only way you can get into the main Mandir without huge queues. Very affordable darshans, worth it. Login to We booked 3 AM mangla aarti and evening 7 PM sapt Rishi aarti. Avoid agents. They will take much more than online prices, so be aware. - Pls note that crowd management inside Kashi Vishwanath Mandir is really bad. I hope Modi ji does something about it. I saw lots of elders who came all the way, but they get squeezed inside the mandir. Anyway, that's part of the deal 😀😀 - If you take the darshan ticket it will be worth. You can only carry tickets and id card while entering. Best to leave your chappals and electronics in the room. Yes, only carry the bhakti here with you. And maybe some cash. - Now there are locker systems inside the temple complex, which you can use for free. Kashi is full of pujaris who want to make a quick buck (unlike many other places). So try not to talk to anyone, be confident & use the free facilities. - In Kashi, it's very easy to get misguided by shop owners. So only and only ask your questions to the police officers. Kashi temple is full of them 👍 - Now, the best part. Ganga ji. Do not miss taking bath in her. Take her blessings. Always cross the river and take a bath. You can negotiate and pay ₹50 per passenger to move to the other side and enjoy your bath. If you can swim, then you can go deep as well. I enjoyed the swim like anything, went 50 metres across the river. - The best places to eat are near the Manikarnika Ghat, Main Corridor & the Godowalia Chauraha. Tons of chats, kulfis and jalebis to eat. Don't miss the Tamatar Chaat, Aloo Tikkis, Chura Mutter & Banarasi Pan. Kashi Chaat Bhandar is amazing. - The Annapurna Devi annadanam (bhojan) is very famous. They serve lunch bhiksha and dinner bhiksha to thousands everyday. Wonderful hot hot food. You can have there itself. Please do contribute back generously to the annapoorani temple trust so that this tradition continues. - You can visit all the ancient temples in Kashi, Kalabhairava being one of the best. The Banarasi Sarees are amazing. Try to ask the boatmen to take you to the weavers home directly and buy. You will learn some amazing stuff. - There is one Ganga Aarti on Assi Ghat early in the morning. And the other aarti happens in the evening by 7 PM. You can take a boat so that the view will be spectacular. But remember to take boat early, reach the Ghat by 6 PM so that you can be right in the front. The city has definitely become cleaner, lots of effort to remove all debris from Maa Ganga. The temples are magnificent. Ghats are extraordinary. The energy is vibrant. You will find such ancient temples, that you can actually feel the vibrations. Tip: In Kashi, everyone will DEMAND money for everything. Right from purohits, street vendors & small children. Avoid everyone. So, if you want peace of mind, just keep walking without talking to anyone. Overall, hope this post helps you to enjoy Banaras to the fullest. It's superb. Must visit. Multiple times. #FIshow more

you can run claude code inside antigravity completely Free... with zero credit card and no rate limits 😳 use openrouter’s free models + antigravity. no anthropic bill. no paid api keys. takes 10 minutes to set up. what you get during this setup: - full claude code agent experience - strong coding models (including deepseek-r1, qwen2.5-coder, llama-4, grok-4 free tier) - antigravity’s clean workspace and sandbox - unlimited usage (as long as you stay on free models) - easy model swapping - zero cost full setup guide (100% free): step 1: install antigravity -go to and install it -create a new workspace step 2: install claude code - inside antigravity, install the claude code extension from the marketplace - open the built-in terminal step 3: create openrouter free account -go to - sign up with google (no card needed) - go to keys and create a new api key step 4: set the environment variables -in antigravity terminal run: export ANTHROPIC_API_KEY=sk-or-xxx export OPENROUTER_API_KEY=sk-or-xxx step 5: launch claude code with free model -run this command: claude-code --model deepseek/deepseek-r1:free or try: qwen/qwen2.5-coder:free if you already have antigravity? skip straight to step 2. after 10 minutes you’ll have a full agentic coding setup running for free. this is currently one of the cheapest ways to run serious coding agents in 2026. bookmark this before they limit the free models.show more

this is the worst local ai will ever be.... it only gets better from here. if you are not expanding your mind with these small models you are missing what's happening right now 99 percent tool call success rate. when steered well with the right skills and a framework like hermes agent the node becomes a cognition layer. not a chatbot. not a toy. an extension of how you think. i was cranking this node at 35 to 50 tok/s all day on personal experiments and now after all the work is done qwen 3.5 9B is iterating on its own code. the game it created. fixing its own bugs autonomously. and the part you should probably not miss is that all of this is happening on a RTX 3060. not an H100. not an A100. the card most of you have sitting in a drawer right now. if you just open that drawer and put that intelligence to work every tensor core on that card should be running for you. your work. your experiments. your thinking. you all have it but because nobody told you what this hardware can actually do in 2026 you never tried. the day it unlocks is the day you test your workload, understand the tradeoffs, debug the loops, and then decide if you need to scale the hardware. there is no point buying 3 mac studios when things done well you can squeeze a similar level of intelligence from 9B compared to 70B. but only when you create the right environment for your model through the right harness. and let me tell you i have tried claude code as a local harness. i have tried opencode. i have tried various others. somehow i landed on hermes agent and never left. there is something magical going on at Nous Research. the tool call parsers, the skills system, the way it handles small models natively. nothing else comes close for local inference. own your cognition. your AI. your agent. your prompts. your experiments. why give them away for free. those are who you are and they don't belong on someone else's servers being monitored. just give it a shot with your existing hardware. you run into a problem the community will help you. and if you are migrating from openclaw to hermes i will personally help you make the switch.show more

Today we're launching Chipped 💅 [link in second tweet]... 6 months ago we approached Shahanaj Akter with an idea. I wanted to turn my NFC chipped manicure into a set of press-ons so that I didn't have to spend hours doing it myself. Simple idea. Yeah not really, even though this idea has been around for a few years and so many great artists have been manually doing this, no one had worked out how to manufacture it. 6 weeks and 30 prototypes later we had it, she was a little rough around the edges but she worked, you could program it to anything with a URL. But linking to socials wasn’t enough, so we teamed with disco to build proof of irl schemas, so that when you tap it, it creates a decentralised friends list, stored privately, offchain but secured by your private key. During EF events we chipped over 200 crypto natives and the response was incredible with over 1000 data points being created in the first few days and 1 million impressions on twitter over the duration of the campaign. So, today is a fun day. We've released pre-sale. The colour drop is the result of governance and a community vote, but this is just the beginning for the colours and designs we plan on creating. For $49, the set of 22 press-ons comes in an aluminium matchbox with 2 NFC chip nails, and nail glue, so you can set your nails up in a few minutes literally anywhere [my salon of choice tends to be the airport lounge between conferences.] The nails come set up to your profile, which is kind of like a linktree [but cuter], where you’re able to add the socials you want it to link to, whether that's just your socials with the choice to add proof of irl credentials. It’s literally the memorable way to network. For guys who think this is ‘not for me’, consider it the easiest way to onboard your mother, your sisters and your girlfriend into web3. I wanted to create a product that eclipses the need to understand blockchain and makes it fun to use. I've dropped the link below and thank you to everyone who has been on this journey with us. xoxoshow more

How to build a viral Web3 app in an... afternoon using the ChainGPT AI skill for Claude Code. No coding experience required. I built Roast My Wallet. Paste any Ethereum wallet address, get a savage AI-generated roast of your trading history, a Degen Score out of 100, an on-chain report card, and three AI-generated NFT portraits. Here's exactly how it came together. Setup (3 minutes): 🔸Install Claude Code at 🔸Run /plugin install ChainGPT-org/chaingpt-claude-skill 🔸Get an API key at 🔸Type /chaingpt and describe what you want to build What the skill actually does: The ChainGPT skill doesn't just give you starter code. It knows the entire API. Every endpoint, every parameter, every credit cost, every error code. When I asked it to build the roast feature, it knew to call the LLM endpoint, how to stream the response back to the browser in real time, and how to handle errors automatically. I didn't look up a single thing. How it works under the hood: 1. Pulls real ETH balance and transaction count from the Ethereum blockchain 2. Feeds those numbers into ChainGPT's LLM and streams the roast back live 3. Calculates a Degen Score from your tx count vs balance ratio 4. Generates a report card with letter grades across Trading, Patience, Risk, Diamond Hands, and NGMI 5. Uses the roast text to generate three custom NFT portraits in parallel via VeloGen 6. Packages everything into a downloadable PNG card ready to post 7. Every feature came from describing what I wanted: 8. "Make the API key server-side." Done. 9. "Add an animated arc gauge for the degen score." Done. 10. "Generate NFT portraits using the roast text as context." Done. I never wrote a function or debugged an API response. I described outcomes. The ChainGPT skill handled the rest. If you can describe what you want to build, you can build it. Get your API key. Install the skill. /plugin install ChainGPT-org/chaingpt-claude-skill Anyone can build with ChainGPT AI!show more

Free NVIDIA GPU with 16 GB VRAM GPU for... Running Local LLMs! If you want to master local LLMs but you're waiting until you can afford a $1,500 GPU, you're honestly not going to make it. The open source AI ecosystem is moving way too fast for you to wait on your budget to catch up. Especially when you can build a bleeding edge inference engine from scratch right now, completely for free. You don't need a heavy local rig to start. Google is literally letting you use an enterprise grade NVIDIA Tesla T4 GPU for $0/hour. At standard cloud computing rates (~$0.20/hr), Google Colab’s 4 hour daily free tier hands you roughly $24 worth of data center tier GPU compute every single month. And most people just waste it. Let’s talk about the hardware you get access to for free. The NVIDIA Tesla T4 is an absolute workhorse: - Architecture: NVIDIA Turing (TU104) - VRAM: 16GB GDDR6 (320 GB/s bandwidth) - Compute: 320 Tensor Cores | 2560 CUDA Cores - Performance: 130 TOPS INT8 | 8.1 TFLOPS FP32 - Power: Sipping energy at a max 70W TDP This is the exact same hardware I used to run DeepMind's Gemma 4 26B A4B QAT MoE at a 250,000 context window without a single Out Of Memory (OOM) crash. If you have a web browser and 10 minutes, you have everything you need. I’ve put together a fully documented, cell by cell Google Colab notebook that teaches you exactly how to do this. Here is what the notebook actually teaches you: - How to provision an Ubuntu Linux environment with CUDA 13.0 and verify your driver stack. - How to pull the source code and compile the latest llama.cpp C++ binaries from scratch, specifically optimizing the build for your exact GPU using the -DCMAKE_CUDA_ARCHITECTURES=native flag. - How to directly download quantized local LLMs (GGUF format) straight from HuggingFace using the CLI. - How to manage 16GB VRAM limits, offload neural network layers to the GPU, and push massive context windows. Compile raw llama.cpp, ollama run a model, or spin up the LM Studio CLI. Pick whatever stack you are comfortable with. just start building. No hardware. No credit card. No excuses. Bookmark this post right now so you don't lose the tutorial. Even if you don't have time to run it today, you are going to want this workflow in your engineering toolkit. The link to the free Colab Notebook is in the comments below. Lemme know if you need more tutorials like this.show more

Universities and High Schools have not moved rapidly enough... to guide students to have skills for the next decade. THEY HAVE FAILED. It is a massive crisis that can be averted by understanding what AI and Robotics will bring about. Solutions are knowing how to use these tools and new industries that will rise. But this situation is also on ALL OF US. No “job” is safe from founder to entry level in most industries. You and I, by what we do, will be “replaced” ultimately. What to do? AI and Robotics are tools, the next decade is owned by those who know how to use them expertly, but this is also temporary. We have to understand that what we do for “work” will change giving ultimately a greater value to those that are: Creative Flexible Always learning Willing to be wrong Love being human Love being alive Know history Covet wisdom Knowing all tech has downsides Building strong family and friends Realize many institutions have failed The first four are required for you to be able to live through this period with your sanity intact. The rest will allow you to thrive. There are no true careers at this point anymore. There are advocation and vocations which will either earn you money or give life meaning. We will learn that we are not “what we do”, just like we knew for 99% of human existence. Let that sink in. — You and I are far, far ahead of knowing this and we can do two things: 1) Laugh at the “clueless” 2) Help people understand with grace Go to Reddit if you are 1, in fact don’t follow me because you will not like this next decade and what I post. You are 2 and thank you. Even if you and I have not solved this issue, we can help people understand what is ahead and with determination and creativity bound together to solve it locally. Or human family has done this millions of times. The evidence is: you are here. The Neo Luddite movement has not even begun and it will potentially rip apart society even more than all the fashionable moment in the recent past has. These Luddites will have a good point with the wrong answers cooked up by dying academics that cling to labels, “virtues” and victim hood. It will be readymade for some governments to enter in as “big daddy” to “help us”. You will not like what they do, but you will only know when it is too late. It will include YOU “volunteering” to “leave” by 60, to “help out” CanadaPod style. “Brian, I’m 24 what do I do?”. I hope to do much more here to help. But I do know this: 1) Learn a trade or vocation because it’s valuable. It may also be free to low cost if you do it right. 2) Learn everything you can about USING AI and TRAINING YOUR AI. Your expertise will be in the top 1% for a decade. But not forever. 3) Understand Bitcoin and how it will rise while other things sink. This is a short list for now. We will know more moving forward. When you see videos like this posted below, know one thing: Many of these folks had no real family of mental and physical support. Maybe no parent or one parent. Maybe only a broke system to prepare them for—nothing. This was not their doing. Now it is not your “job” to help them, it is your survival to help them if that is what you need. See some day after the dust settles these 20 year olds will be 40 year olds and running YOUR world. And at some point you may need them more than you think you do. You will need them, as they need you now. THIS IS WHAT PAST WISDOM KNEW. The elders of the past never found the need to piss on the youth and hope for the best. THE YOUTH ARE OUR BEST, let us all find ways to change it, even if every aspect of “the system” wants us to berate them into the ground.show more

Blake Lively’s Met Gala Moment Was Deeply Tone-Deaf Blake... Lively showing up at the Met Gala this year, smiling like nothing happened, honestly felt surreal. Not in a good way. More like… are we all just expected to pretend the last two years didn’t happen? Because that’s what it looked like. A reset. A clean slate. As if everything that went down with Justin Baldoni just evaporated the moment she stepped onto that carpet in a Versace gown. And I’m sorry, but it doesn’t work like that. You don’t get to be at the center of a situation that serious, with that much damage done to someone’s reputation, and then just reappear in full glamour mode like it was all some minor inconvenience. Whether people want to admit it or not, that whole situation left a mark. On him, on the project, and on how people see her now. What makes it worse is the timing. Walking into one of the most visible events in the world right after everything wrapped up just feels… off. There’s no reflection in that. No pause. No sense that any of it actually mattered beyond being something to get past. And then there’s the bigger issue. When something tied to a story about domestic violence turns into this kind of public spectacle, it cheapens it. It stops being about the message and starts being about ego, control, and image. That’s the part that doesn’t sit right. You can call it strategy, you can call it PR, but to a lot of people it just reads as tone-deaf. Versace dressing her? That’s their choice. But let’s not pretend fashion houses don’t pick sides when they do that. They know exactly what kind of attention it brings. Same with the Met Gala. They don’t “accidentally” invite people. Every name is a decision. So yeah, people are going to question it. They should. Because this didn’t feel like a comeback. It felt like someone stepping right back into the spotlight without acknowledging the weight of what just happened. Like the expectation is that the audience will move on simply because she has. Not everyone will. And honestly, they shouldn’t have to. PS: That’s the only soundtrack that actually fits that red carpet. moment.show more

"Pros won’t use generative AI, and when the bubble... pops, nobody will ever talk about it again." No. That’s delusional. 1/ Generative AI is already being used professionally at the level of big studios like Disney ($1B to OpenAI), and there’s zero doubt that studios like Industrial Light & Magic, Netflix, Hollywood VFX experts, etc. are already experimenting with it too. Or do you think they’re idiots? They’re not idiots at all. They have the experience and, more importantly, the DISTRIBUTION POWER. The point is: someone with taste, judgment, and storytelling experience, basically from their living room, will have access to (almost, or not even almost) the same capability as the big guys, because the pure "making stuff" skills have been commoditized, and the new way to create is just NATURAL LANGUAGE. What hasn’t been commoditized is good taste, the ability to create great stories that move people, and the ability to get them in front of people. So in the end, what wins is story quality and distribution. Having good taste, making a name for yourself, and owning strong IP (Marvel, etc.) will still matter. That’ll be true right up until AI is genuinely opinionated and can create by itself: if it comes to that, with zero human direction, stuff as good as (or better than) the very best human experts today, and on top of that, interactive in real time... Because yeah: there’s nothing in this universe that actually prevents that from happening. BUT WE’RE NOT THERE. For now, generative AI is a tool that needs direction and taste to make anything decent. And I hope it stays that way for a long time, because otherwise that’s going to be a brutal hit to humanity’s ego. 2/ On the "bubble": you have to distinguish between a stock valuation bubble (possible, I actually believe it) vs a bubble like some people imagine where it "pops" and we never hear about AI again. That obviously makes no sense given how insanely useful it is. It can only grow, and it’s going to grow fast, regardless of any stock market drawdowns (the internet kept growing even when valuations got nuked in 2000). Either way, the near future is going to be extremely interesting.show more

Dear TikCoin Community, We know that many of you... have been waiting for the listing, and you have every right to do so. For more than a year, we have built this community together. We understand the excitement because we share exactly the same goal. Nobody wants to see TikCoin listed more than we do. Over the past months, we have made tremendous progress. The exchange integrations are almost complete, the required licenses are in place, and in the coming weeks you will see important structural changes as more parts of the project move under official companies and legal entities. We are building TikCoin for the long term, not just for launch day. After many discussions, we have made one difficult decision. If we listed TikCoin today, we believe it would not achieve the value we are working toward. A listing by itself does not create value. A strong market is built on demand, utility, and millions of people who actually use the ecosystem. Without buyers, there is no healthy market. Without utility, there is no long-term demand. Without demand, no cryptocurrency can reach its true potential. That is exactly why TikOS is so important. TikOS will launch this month and will transform TikCoin into much more than a mining app. It will become a social platform that people actually use every day. Instead of only attracting miners, we will attract creators, communities, and everyday social media users. Immediately after the TikOS launch, we will begin a major marketing campaign together with influencers who will introduce TikCoin to millions of new people. Our goal is to create real demand before the listing so TikCoin enters the market with momentum instead of relying only on speculation. Because of this, we have decided to move the listing date from October 10 (10.10) to December 12 (12.12). We know this is disappointing for some of you. But we would rather delay the listing by two months than spend years regretting that we rushed it. Please remember: Nobody is forced to stay. Every person must decide for themselves what they believe in. We respect every decision. But if you believe in the vision of TikCoin, then these next two months are the most important part of our journey. The good news is that supporting the project is incredibly simple. You don’t need to spend money, and you don’t need to watch advertisements if you don’t want to. Simply open the app once a day and activate your mining session. That’s enough to remain part of the journey. Watching ads for additional bonuses is completely optional. Two months may sound like a long time, but after everything we have built together over the past year, they will pass quickly. Look at how far we’ve already come. From a simple idea… to a global community… to hundreds of thousands of users… to exchange integrations… to licenses… to simplest KYC... to TiKChain... to fastest Blockchain... to TikWallet… and now to the launch of TikOS. Every milestone that many people once thought was impossible has become reality. That is why we remain confident about the future. We are not building hype we are building an ecosystem. We know TikCoin is different. Our mission has never been to create another coin that appears on an exchange and disappears a few weeks later. Our mission is to build something that people actually use, because real usage creates real demand, and real demand is what creates long-term value. These next two months are incredibly important. This is the time to stay united, stay patient, and continue building together. The stronger our community is before the listing, the stronger TikCoin will be after the listing. Thank you for your patience, your trust, and your belief in this project.show more

This is gonna be so long omg but when... it comes to translating in Korean, it’s very very important to take in consideration of 1) Culture 2) Seniority, the Closeness & Intimacy of the people involved in a conversation. Because this gives an entire different vibe for the context. And we have to keep in mind that there are Korean phrases and expressions that simply don’t have just One way, exact words that can be translated in English. Translators can find ways to convey the meaning, but it requires more explanation and understanding of the context while conveying it, and not relying on assumptions. How about “인상 덜 쓰기” or “인상 쓰다“ then? Here, a direct translation can simply be 인상 덜 쓰기 - be less grumpy/ frown less, etc 인상 쓰다 - being grumpy, frown, make a face, etc Here, I include an educational video of an English speaker talking with a Korean speaker where they’re discussing a similar expression, “인상 좀 쓰지마!“ (which in word by word in English, it sounds something like “Don’t frown/ Don’t make a face”) Now, as an English speaker, that sounds a bit harsh doesn’t it? That’s because such expression doesn’t exist in just One interpretation in English, so if we only read it as it is, without considering the context and the speakers’ closeness, we’re bound to misunderstand the context. Quoting some parts of this video, 💚: “Now, Tyler’s expression for today is ‘인상 좀 쓰지마!’. Have you ever heard of this expression? 🩶: I’ve heard something like that before 💚: Then doesn’t this mean there’s a same expression in English too right? 🩶: Oh! I’ve only heard it in Korea 💚: Ah really? The guy then explained that if you say something like this in english, it can be rude. so it’s better not to say it in English-speaking countries. He gave examples like “If you do that, you’ll get wrinkles”, and the other guy added something like “If you make an ugly face, you’ll have wrinkles” and said that “If someone (an English speaker) hears this they would think I must be crazy” Here, they’re talking about the cultural differences. A phrase like this, when expressed directly, without considering people’s closeness, and being translated exactly like that, would sound so negative to English speakers. *also notice how this phrase is being worded in various ways??? ‘HOW’ it can sound to someone, really depends on their culture, their closeness with the person, and context* So later on, he gave a few more examples like, “stop making such a long face”, and “stop wrinkling your forehead”. And concluded that: 💚: Well in that case, the phrase “인상 좀 쓰지마” is basically a phrase that doesn’t exist in English. 🩶: It’s an expression that we don’t use. It’s not that it doesn’t exist. (This part, he’s explaining that there’s no such a thing as word by word to explain this phrase in English, bcs we English speakers use different wordings that is more suitable for a situation’s nuances.) Then again, we have to consider speakers’ closeness as well because in Korea, it’s a huge thing. If you don’t understand how this works, you won’t understand the nuances of a conversation. You’re bound to misunderstand. If you refuse to understand it then, I don’t think you want to respect their culture. Because again, this is a huge thing.show more