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New framework: Kick down your robot, it will get back up every time 🥋 Chinese startup RoboParty is a Beijing startup founded April 2025 by Huang Yi, originally shipping ROBOTO ORIGIN, the world's first full-stack open-source bipedal humanoid. They released UFO: Unsupervised Reinforcement Learning Framework for Humanoid Control. DEFINITIONS -> what differs is where the learning signal comes from: - SUPERVISED: humans supply the right answers (labels), the model imitates them. - UNSUPERVISED: no answer key, the model finds structure in raw data on its own. - REINFORCEMENT LEARNING: no answer key either, the model tries things and a reward scores each attempt. → UNSUPERVISED RL: trial and error where the agent invents its own rewards, instead of engineers hand-writing one per task. REPRESENTATION LEARNING: compress raw states into a useful internal map. TEMPORAL DISTANCE: distance on that map is "how many steps from A to B." CONTRASTIVE: trained by pulling together what's close in time, pushing apart what isn't. -> CONTRASTIVE TEMPORAL-DISTANCE REPRESENTATION LEARNING: the model builds an internal map of body states where distance means how many steps it takes to get from one to another. It is trained by contrast: states that occur close together in a movement get pulled together in the map, randomly paired states get pushed apart. UFO is an open-source training framework that teaches humanoid robots skills, like getting up, walking, goal-reaching, teleoperation, without reference motions -> no motion-capture or human-video demonstrations to imitate. Its core is TeCH, a contrastive temporal-distance representation-learning algorithm: the robot explores, builds pseudo-goals by temporal rolling, and learns goal-conditioned policies from a single unified progress reward. One framework trains five different robots (Unitree G1/H1, RoboParty RP0/RP1, AgiBot X2) with automatic config conversion in ~2–3 hours per robot! The real novelty here "no demonstrations at all". No data-collection arms race,the dominant humanoid-locomotion recipe is tracking: imitate mocap/retargeted-human reference trajectories. The robot self-generates goals from its own exploration and learns from a progress reward, needing zero reference motion data. Everybody else is fighting over data acquisition, while this team just teleports out of the race entirely (inb4 "competition is for losers 💀 ). This strategy reminds me of the DeepSeek playbook applied to robots: open-source the whole stack to become the global default and commoditize everyone else. RoboParty is giving away hardware and now control software (UFO) to be the Android of humanoids. Yet another reason for the US to ban Chinese open models perhaps 🥶 ? What I also really like about this approach is the cross-embodiment infrastructure, one framework trains Unitree G1/H1, RoboParty RP0/RP1, and AgiBot X2 with automatic configuration conversion. Just like Physical Intelligence, RoboParty seems to place itself as a neutral hardware agnostic middle man. Also woth mentioning: their ability ot perform stable skill injection, e.g. adding a cartwheel without forgetting how to walk. A common failure of RL humanoid policies is that teaching a new agile skill destabilizes the existing ones (catastrophic forgetting). UFO claims you can inject rare motions (cartwheel) without collapsing learned behavior. If it holds, that's a significant incremental/continual skill-learning! But again, I have to underline it: no arXiv, no external validation, no success-rate numbers. -> robotics badely needs an independent unbiased evaluator imho. Still, look at that cool demo: robot is getting kicked and pushed around (serious disturbance) during teleoperation (controlled the person at the back wearing the VR headset), and still managed to always get back up. This is some serious demonstration of stability and robustness!

Léo

35,855 görüntüleme • 20 gün önce

This guy got Claude to take control of Arcads and generate hyperrealistic UGC ads with a consistent AI actor, from a 7-word prompt, and now e-com brands pay him $1,500 per video to clone the setup. He got tired of watching DTC brands burn $4K on a photoshoot that dies the second a product angle changes, so he built a 2-prompt workflow that turns one product photo into scroll-stopping UGC without a single model, camera, or casting call. Here's the exact breakdown: → Claude is the director, Arcads is the studio. You never write a real prompt, you write one sentence → Type 7 words: "create a character sheet of a UGC actress on Arcads." Claude expands it into a 40-line spec: warm skin tone, high ponytail, gold hoops, white AirPods, athletic build, then takes control of Arcads itself → Arcads renders a 6-angle character sheet: front, back, profile, 3/4, two portraits, one consistent face locked across all of them → You download the grid and drop it back into Claude with one product photo → Second prompt, 8 words: "use Seedance 2.0 on Arcads to create natural UGC" → Claude writes the full shot list: timecodes, "1:03 AM clock zoom," the trackpad scroll, the arm pull that drags the product into frame, "delivery: casual, energetic," "ends on a wink + air kiss" → Arcads cuts the yellow Vans print onto an actor who was wearing all black in the grid. Real fabric folds, real light, zero warping → Final render: lip-sync locked to consonants, head not glued to the camera, a girl filming at 1am on her bed The key move 96% of people skip: you can't put the product on the actor before you lock the character sheet. If you drop a product photo onto a face that isn't locked across angles, the identity drifts frame to frame. The jaw resets. The skin tone shifts. The print slides off the fabric. The whole thing screams "AI" and your CTR dies in the first 2 seconds. His system locks the 6-view sheet first, so Arcads has one real human to dress, and the top lands with natural folds even though the grid never had it. One apparel brand ran 20 variants off a single product photo and found a winner in 36 hours, because the clips read like organic UGC, not a studio ad. Brands now pay him $1,500 per avatar build + $340/month to keep dropping fresh video batches on every new product. The entire thing runs on two prompts and one laptop. No photographer. No model agency. No product samples on set. Just two sentences, one product photo, and the discipline to lock the character before you render a single second of movement.

Shade

15,227 görüntüleme • 2 ay önce

Andrej, This sounds extremely useful, and I think it might be even more significant than it first appears. What you describe is not just a knowledge base for information. The structure of the wiki, the queries you file back, etc, encode *how* you do research: which questions to ask, which connections matter, what's worth pursuing. That's “know-how” (in the sense of Michael Polanyi). This sort of knowledge is, currently, overwhelmingly absent from training data, because it was never written down (since there was no point). Now there is, because it significantly improves the AIs performance. But notice what's happening. You propose to build the most efficient mechanism ever devised for making tacit expert know-how / methodology explicit and machine-readable, and then transmitting it, via API, to a third-party model provider. Every query against the wiki is a reasoning trace: see attached video clip. The compiled wiki itself is a structured map of your research process. This is the mechanism described here: Expert know-how is being externalised and captured through ordinary productive use of AI tools. The user gets a better tool. The platform gets a transferable problem-solving strategy. The fact that this works so well could, in a sense, be the problem: the better it works, the more indispensable it becomes, the more know-how flows out, and, realistically, the less choice people have *not* to use it. Your instinct that "there is room here for an incredible new product" is right. But whoever builds it will be sitting on the highest-fidelity capture mechanism for expert know-how ever constructed. The question is: is the data subject to a “data network effect”, by which I mean, the kind of “data flywheel” which gave Google a 25 year monopoly over search? If so, you might be building not only more most powerful tool humanity has ever possessed, but this power might end up in the hands of a single entity. It would be great to hear your thoughts around this.

John Fletcher (𝔦, 𝔦)

41,341 görüntüleme • 4 ay önce

[TRANS] 240922 2024 IU HEREH WORLD TOUR CONCERT ENCORE : THE WINNING — #IU Gives Final Ment Before Singing ‘Love wins all’ 𝙈𝙖𝙮 𝙡𝙤𝙫𝙚 𝙖𝙡𝙬𝙖𝙮𝙨 𝙥𝙧𝙚𝙫𝙖𝙞𝙡 𝙞𝙣 𝙩𝙝𝙚 𝙫𝙚𝙧𝙮 𝙚𝙣𝙙 𝙚𝙫𝙚𝙣 𝙞𝙣 𝙢𝙤𝙢𝙚𝙣𝙩𝙨 𝙬𝙝𝙚𝙣 𝙝𝙖𝙩𝙧𝙚𝙙 𝙘𝙤𝙢𝙚𝙨 𝙜𝙪𝙨𝙝𝙞𝙣𝙜 𝙤𝙪𝙩. 아이유(IU): We’ve come to the final moment of the tour. I’ll do my best. I know some of you are heading back after this song, and it’s Monday tomorrow. May this feeling of happiness you experienced from today’s concert last for a week, a month or even a year is what I hope. May it be your motivation to look forward to IU’s next concert so that even on days that you find tough, you’ll cheer up a bit. It’d be nice if that moment of me waving the lightstick (during I stan U) could come to your mind even for a split second. I, too, am your longtime fan. So please hang in there. I shall sing the final song and bid you farewell. For those who are staying back (for the en-encore), see you later. But for now, let me say goodbye first. Thank you. May love always prevail in the very end even in moments when hatred comes gushing out, and that all of you achieve your own victory every single day and be happy until our next meeting. This has been IU, thank you. Translated by IUteamstarcandy Video by 6elieveInU #IU #THE_WINNING #HEREH_ENCORE

Team 🌟🍬

211,365 görüntüleme • 1 yıl önce

Last week at Annecy - the 'Cannes of Animation' - I watched the future of entertainment unfold. While most Hollywood executives networked over formal dinners, the CEOs of Mediawan and Gameloft were doing something different. They were partying with Claynosaurz holders, talking about how this entertainment model can revolutionize IP creation and incubation. The numbers had caught their attention, but the sophistication of the model and community kept them there. As someone who works in media & entertainment, investing in production studios and co-financing movies, I've never seen anything like this. Here's why it matters. The traditional entertainment industry is broken. I spoke with six independent animation studio heads at Annecy - all successful studios who've produced for major platforms. They're fed up. Netflix and Disney are slashing budgets. Cost-plus deals have dropped from +25% to +5%. Creators have zero ownership. Even when you succeed, you're building someone else's empire. The reality? Social video and YouTube are eating traditional long-form content alive. Gen Z doesn't care about Hollywood's gatekeepers. They want authentic content and real connection with creators. The executives know this - they're desperate for a new model but can't let go of their old playbook. Then there's Claynosaurz. A few weeks ago, they generated $18M in demand from a single Popkins raffle - more than most animation studios see from a year of content. When I shared this with studio heads at Annecy, they couldn't believe it. But what happened next proved this wasn't just about numbers. The Claynosaurz party became THE event of Annecy. The CEOs of Mediawan and Gameloft weren't just making appearances - they were actively seeking out Clayno whales like CryptoKid, 𝙋𝘼𝙉𝙄𝘾, myself and others. They wanted to understand what we see in the brand that they're missing in traditional entertainment. These weren't courtesy meetings - these were strategy sessions that turned into 4AM conversations about the future of media. In our conversations, these CEOs weren't just excited about the Claynosaurz partnership - they were fascinated by how completely Claynosaurz has flipped the traditional Hollywood playbook. While studios spend millions trying to find audiences, Claynosaurz has built a passionate community that markets itself. While traditional IP takes years to validate, Claynosaurz is applying the lean startup model to IP incubation, focusing on social video, testing their content and building an audience. This is unprecedented in entertainment. Even the creator of Paw Patrol - who built a $10B+ global franchise the traditional way - came to understand what makes Claynosaurz different. The President of Animation Magazine was there too, recognizing this wasn't just another Web3 project - this was the future of franchise building. These weren't courtesy meetings. These were industry leaders realizing that while they've been fighting over streaming deals, Claynosaurz has cracked the code on something more valuable: genuine community engagement. The old model is dying. Streaming economics are broken. But while Hollywood wrestles with these existential threats, Claynosaurz is thriving. Their community-first model isn't just working - it's about to be supercharged. Why? Because Claynosaurz understood something fundamental: in the age of infinite content, superfans are everything. While Hollywood sees AI as an existential threat, Claynosaurz sees it as rocket fuel for community creativity. Imagine thousands of holders empowered to tell their own stories in the Claynosaurz universe, with the quality of studio animation but the authenticity of user-generated content. That's not just a different distribution model - that's a fundamental reimagining of how entertainment is created. My conviction has never been stronger: Claynosaurz will be a household name and multi-billion dollar franchise. The blueprint is clear. The partners are committed. The community is unmatched. And most importantly - the team is world class. They don't just understand entertainment - they understand how to build authentic connections in a digital age. When the entertainment industry looks back, they won't just remember Annecy 2023 as the moment Web3 crashed Hollywood's gates. They'll remember it as the moment the future of entertainment became clear. Traditional studios will either adapt to this new model or become irrelevant. Claynosaurz isn't just building another entertainment company. They're building Web3 Disney. And we're just getting started. 🌋🦖

m3taversal

37,309 görüntüleme • 1 yıl önce

Tyrant cops get owned by man that knows his rights. The story on video is wild, but what goes on after the video ends is next level! ​Everything started at the Verde Valley Thousand Trails campground in Cottonwood, Arizona. Corey Drew, a veteran with PTSD, was staying at the facility when campground staff confronted him inside the lodge, demanding he prove his disability and put a vest on his service dog. Drew correctly pointed out that under the Americans with Disabilities Act (ADA), service animals are not legally required to wear vests. ​Instead of respecting federal law, campground staff flagged Drew's profile as "combative." The next morning, Drew requested all further communications from staff be in writing to keep the peace. Management chose to call 911 instead, fabricating claims that Drew was being aggressive and disorderly. ​Six Yavapai County Sheriff’s Office (YCSO) deputies swarmed Drew's truck. They instantly escalated the civil dispute, threatening to shatter his windows and drag him out for "resisting arrest" and "disorderly conduct"—despite him sitting peacefully inside his vehicle. When a YCSO lieutenant finally arrived, he realized his deputies had absolutely zero legal standing, stepped in to de-escalate, apologized to Drew, and let him go. Drew schooled these officers on lessors rights as well as well as the rights the officers were violating. He brought them to the point of securing verbal apologies from the officers. ​While YCSO command originally substantiated Drew's internal complaint, acknowledging that the deputies violated his Fourth Amendment rights, the narrative changed the second Drew published the bodycam footage to YouTube. ​To save face, YCSO Lieutenant John Johnson reversed his initial findings and weaponized the legal system, launching a retaliatory investigation that slapped Drew with a laundry list of bogus criminal charges—including disorderly conduct, resisting arrest, and threatening or intimidating. ​Drew didn't back down. Representing himself in court, he successfully got every single criminal charge dismissed. A state judge threw out multiple counts for a complete lack of probable cause, and the rest were dismantled under Arizona's anti-SLAPP law, which prevents retaliatory prosecutions designed to chill free speech. ​Once cleared, Drew took the fight to federal court, filing civil rights lawsuits against both the campground's parent companies and the YCSO. ​After the federal district court initially dismissed his civil rights lawsuit, Drew fought the decision all the way to the U.S. Court of Appeals for the Ninth Circuit. On April 28, 2026, the Ninth Circuit officially reversed the dismissal, ruling that Drew’s complaint successfully alleged that Lieutenant Johnson engaged in clear First Amendment retaliation by fabricating a sham investigation after the video was shared online. As if June 2026, ​the case has been officially remanded back to the Arizona District Court, where a federal magistrate judge recently ordered Lieutenant Johnson to formally answer the complaint. The lawsuit is moving forward into the discovery phase. ​This case is a massive reminder: Know your rights, keep the camera rolling, and never let bad actors use the color of law to violate your constitutional protections. We will circle back on this once the trial is over. I see a settlement coming his way.

Giggling Ganon

27,264 görüntüleme • 1 ay önce

save this post to get the most out of unlimited Seedance 2.5 for up to 33 days on Higgsfield i'm going to show you how to use loops to produce ANY video format: ads, cinema, vlogs, UGC, music videos... with one system idea > vault > agent > references > images > script > video > montage > upscaling Seedance 2.5 one-shots a full 30 second video, audio generated in the same pass, carrying up to 30 image, 10 video and 10 audio references into a single generation here's a full breakdown of the setup: > idea: steal taste from work that already worked: - frameset․app and shotdeck․com for film stills - savee․com and cosmos․so for boards - eyecannndy․com for transitions then have a vision model name the lens, light, palette and grain of your picks in one locked paragraph you paste into every prompt > vault: an obsidian folder as your reference bible, one page per asset (idea, locked style, character sheets, reference images, the exact prompts that worked) plus one index page, reviewed after every session so it never rots into dead files > agent: three commands make every model callable from Claude Code: - npm install -g @ higgsfield/cli - higgsfield auth login - npx skills add higgsfield-ai/skills and your agent now submits, polls, retries and logs every job > references: build reference images by hand first, midjourney for cinema and stylized shots, nanobanana pro or gpt images 2 for realism use one locked style across the whole project, recurring characters turned into full sheets (front, side, back, blank background), and once locked you never regenerate them, you fix the motion prompt instead > images: frames before motion, always, a frame costs seconds and a clip costs minutes, so exploration happens at the cheap layer and only winners get animated > script: every shot gets the same six details, subject, action, place, camera, style, rules, and the 30 seconds splits into four timed beats inside one prompt, 0-6 set the scene, 6-14 build it out, 14-24 the turn, 24-30 the end > video: every reference gets a job and a boundary, "Video 1 defines motion and pacing" is half the instruction, "do not use the person's identity, clothing or scene" is the half that stops one reference leaking into shots it was never meant to touch > montage: the cut is a text file, one line per clip with its duration and an audio flag, ffmpeg renders the film from it, so the whole edit reruns in seconds > upscaling: once, at the end, on the finished cut, 720p while exploring, 1080p for keepers, 4K only for the master (use Topaz) for UGC ads, the same loop with two changes render the hook clip alone first, approve the face and the voice before anything else inherits them, then anchor every later clip with the approved hook's audio so one voice carries the whole ad and the script math is fixed, about 3.5 words per second, a 30 second ad is roughly 105 words, counted before anything renders unlimited means every loop above costs nothing to run... start one tonight

Machina

36,495 görüntüleme • 11 gün önce

I built an agent that answers machine-learning questions. It's autonomous, and the best part is that I built the whole thing without writing a single line of Python code. Here is what I did and how I did it: Over a year ago, a friend and I built a site that publishes multi-choice questions. You get a new one every day. I decided to have GPT-3.5 answer questions. Here is what I needed to build: 1. Connect to the site's API to retrieve today's question 2. Extract the question and the potential choices 3. Connect to OpenAI's API and ask GPT-3.5 to answer the question 4. Parse the answer from the model 5. Submit the answer back to the API to get the score Not difficult. Likely several hours of work. But I didn't have to write any code. I built the whole thing by dragging and dropping components using Vellum is a YC-backed platform for developers to build LLM applications. They are the only ones I've seen offering this functionality. They sponsored this post, and their team helped me with all my questions while I built this. I created a workflow. The platform supports several node types to build whatever you have in mind. I show how I put the whole thing together in the attached video. The only code I had to write was a few lines of Jinja to parse and transform the API and the LLM results. There are three lessons I want to share from this experience: First, the best possible code is the one you didn't write. I'm a big fan of no-code tools because they help me materialize my ideas fast. They help product people, designers, and no coders collaborate on the solution. Second, Large Language Models are sensitive to how you prompt them. Small changes to prompts can make a big difference in results. This is more pronounced when you are building a multi-step workflow. Third, automated testing and evaluation for prompts is critical. There aren't many companies thinking about this. They'll have a hard time moving from a demo phase. The attached video will show you what I did.

Santiago

309,825 görüntüleme • 2 yıl önce

how to produce long form documentaries with claude this is how creators are producing long-form youtube documentaries in the sleep niche for about a low cost. you'll spend most of your effort building the workflow once, then every script after that runs through the same pipeline for cents. the format that works in this niche is different from normal youtube. your viewers are actively trying to fall asleep. that's the entire point. so people leave for two reasons: they got bored, or it worked and they're out. the ones who fall asleep come back later and keep listening. that repeat listening is a huge part of why the niche prints. which means the script is 90% of the whole thing. average view duration on my channels sits close to 25 min. that number does not come from cinematic visuals or fancy editing. it comes from narrative structure. if the script gets repetitive, drifts off topic, or loses momentum halfway, people stop listening. better footage cannot rescue a weak story here. the problem is the format does not scale on its own. one video needs a 15k-20k word script, hours of narration, hundreds of visual changes, music, and final assembly. writing that manually takes forever. editing every scene takes even longer. here's the workflow i set up: claude api (NOT the chat app. HIGHLY RECOMMENDED to not skip this. in the chat interface you end up typing "continue.. write chapter 4.. don't repeat yourself.. you forgot what happened in chapter 2" and by the halfway point it's contradicting earlier sections and drifting from the outline. you spend more time babysitting than writing. the api sends every request automatically and you pay per actual usage instead of another monthly subscription) google sheets connected to the claude api. this is the whole engine. you don't need to be a dev. the sheet does two things: first it generates the full documentary structure/outline. then it writes ONE chapter at a time instead of trying to produce the entire 20k words in a single response (which is where models fall apart). before each chapter, it passes claude three things: the outline, the instructions for that specific section, and a running summary of everything already written. that running summary is the trick. it's why chapter 8 never contradicts chapter 2. capcut ai video maker for the first edit. it generates voiceover, subtitles, and an initial visual sequence from auto-matched stock footage. the stock matching is not perfect, but it gets you a 90% first draft way faster than manually searching for hundreds of clips. note: capcut caps at 3000 words, so you split the script into sections, generate each one, export, and combine into the final video. HERE'S HOW THE PRODUCTION ACTUALLY RUNS: step 1 —> topic + title + thumbnail. do NOT skip this. ai cannot tell you which topic has demand or whether a title creates curiosity. this is where most of the value still is. figure this out before you touch any automation. step 2 —> run the sheet. it builds the outline first, then writes chapter by chapter, feeding itself the running summary each time so it stays consistent. cost for a full script usually lands around $0.30-0.40 depending on the model, input length, and number of revisions. step 3 —> paste script into capcut in sub-3000 word chunks. generate voiceover + subtitles + auto-matched visuals for each. export each section. step 4 —> combine sections into the final 2-3 hour video. then you handle the parts ai can't: pacing check, misleading visuals, final editorial judgment. the reason this matters is repeatability. every script moves through the exact same production structure, but you can still change the topic, tone, evidence, pacing, and narrative direction each time. so it stops being random one-off videos and starts being a system. the math: capcut is ~$20/mo and allows many exports. claude api is a little above thirty cents per script. at 30-40 documentaries a month that works out to roughly $1 in direct software cost per finished video. that figure does NOT include your time, research, thumbnails, subscriptions, failed ideas, or the cost of building the workflow itself. it is not the full cost of the business, it's the direct software cost. one more thing worth knowing: mixing real historical/stock footage alongside ai assets is the best defense i've found against the "reused/inauthentic content" flags that destroy fully automated channels. that's from experience, not a rule youtube publishes. this is not passive income and it's not a one-click youtube machine. it's a production system that makes experimentation cheaper. ai removes the repetitive work. it does not remove the need for taste.

Sulfur

24,486 görüntüleme • 1 ay önce

CANCEL Your Weekend Plans, & Learn Claude Code Today. This Claude Code teaches more about vibe-coding in 30 mins than most tutorials do in hours. Save this, it'll change how you build forever People are building entire apps and charging clients $5,000 to $20,000 using Claude Code. This Claude Code video is a goldmine. Full Claude Code tutorial. Beginner to pro. Every feature. Every setup step. Every best practice. Zero prior knowledge needed. Save it. Watch it tonight. Not tomorrow. Tonight. Follow Himanshu Kumar so you don't miss the breakdowns for each feature. This is your complete Claude Code roadmap. Lose it and you lose the next 12 months of income. ↓ 1. Understand What Claude Code Actually Is. You think Claude Code is just another chatbot. It's not. And that misunderstanding is why you're broke. ChatGPT gives you text. Claude Code gives you software. It runs in your terminal. It reads your entire codebase. It writes files directly to your project. It runs commands on your machine. It debugs errors autonomously. It builds features end to end. You're not chatting. You're deploying a developer. One that works 24/7. Never asks for a raise. Never calls in sick. Never pushes broken code at 5 PM on a Friday. People are charging clients $5,000-$10,000 for apps they built with Claude Code in 3 hours. And you didn't even know this tool existed because you're still asking ChatGPT to write you a to-do list. The gap between you and people making money with AI isn't intelligence. It's awareness. Now you're aware. Save this post. Follow Himanshu Kumar for the complete breakdown of every Claude Code feature. ↓ 2. Set Up Claude Code Properly. Most people quit here. "It's too complicated." "I don't know terminal." "I'll set it up later." Later never comes. And "complicated" means "I watched for 30 seconds and gave up." The setup takes 10 minutes. Install Node.js. Install Claude Code via npm. Authenticate your account. Open your terminal. Done. 10 minutes. You spent longer this morning deciding what to have for breakfast. The video walks through every single click. Every command. Every screen. Assuming you know absolutely nothing. If you can download an app on your phone, you can set up Claude Code. It's the same level of difficulty. But you'll still tell yourself it's "too technical" because that excuse is more comfortable than admitting you're just scared to try something new. This is the setup that everything else builds on. Skip it and nothing works. ↓ 3. Use the Desktop App. You don't even need to live in the terminal if you don't want to. Claude Code has a desktop app. Clean interface. Visual feedback. Everything you need without touching command line. But here's the thing most people don't know: The desktop app isn't just a pretty wrapper. It lets you manage projects visually. See file changes in real time. Switch between projects instantly. The people making money with Claude Code use the desktop app for client projects because it's faster to manage multiple builds simultaneously. You're still opening 14 browser tabs to organize one project. They open one app and everything's there. Efficiency isn't a personality trait. It's a tool choice. Save this post. Follow Himanshu Kumar for the desktop app workflow that handles 5 client projects at once. ↓ 4. Install the Right Dependencies. This is where beginners silently fail and blame the tool. Claude Code needs certain dependencies installed to work properly. Miss one and everything breaks. Then you go on Twitter and say "Claude Code doesn't work." It works fine. You just didn't read the setup guide. The video covers every dependency you need. What to install. How to install it. How to verify it's working. No guessing. No Stack Overflow rabbit holes at midnight. No "why isn't this working" for 3 hours. Watch the dependency section once. Follow every step. Never deal with setup issues again. You spent more time last week troubleshooting a printer than this takes. ↓ 5. Work Inside Your Code Editor. Claude Code integrates directly with your code editor. VS Code. Cursor. Whatever you use. It's not a separate window you alt-tab between. It's right there. In your workflow. You type a request. Claude writes the code. The code appears in your editor. You review it. Accept it. Done. No copy pasting between windows. No reformatting code that got mangled in transit. No "which version was the right one." It's like pair programming with someone who never gets distracted, never argues about naming conventions, and actually writes code that works on the first try. Your current coding process is: Google the problem, read 5 answers on Stack Overflow, copy the wrong one, debug for an hour, find the right one, paste it in, break something else, repeat. Claude Code's process is: describe what you want, get working code, move on with your life. Same hour. One method produces working software. The other produces frustration and a browser history full of Stack Overflow tabs. Stop coding the hard way. Save this post. Follow Himanshu Kumar for code editor setup guides and integration tips. ↓ 6. Master Basic Usage. Most people learn 5% of a tool and say they "know" it. You "know" Photoshop because you can crop an image. You "know" Excel because you can sum a column. You "know" Claude Code because you asked it one question. Basic usage means: How to give Claude Code context about your project. How to ask for changes to existing code. How to generate new files and features. How to review what Claude produces. How to iterate when the output isn't perfect. These basics are the foundation of everything. Skip them and every advanced feature feels confusing. Master them and every advanced feature feels obvious. The video breaks down each one with real examples. Not theory. Actual usage on actual projects. You've been using AI tools at 5% capacity and wondering why your results are 5% of what others get. Save this post. Follow Himanshu Kumar for daily Claude Code usage tips. ↓ 7. Learn Every Command. Claude Code has commands that most users never discover. Because most users type one message and expect magic. That's not how professionals use it. Professionals use specific commands that tell Claude Code exactly what to do, how to do it, and what constraints to follow. The difference between a beginner and someone making $10K/month with Claude Code is knowing which command to use and when. The video walks through every single one. Not just what they do. But when to use each one. And why one command is better than another for specific situations. You've been using Claude Code like a hammer. These commands turn it into a full toolbox. Stop treating a power tool like a blunt instrument. Save this post. Follow Himanshu Kumar for the command cheat sheet I use daily. ↓ 8. Understand Modes and Shortcuts. Speed matters. The person who builds an app in 2 hours charges $5,000. The person who builds the same app in 2 days charges $2,000. Same app. Same quality. Different speed. Different income. Claude Code has modes that change how it operates. And shortcuts that cut your workflow time in half. Most people don't know either exists. They use Claude Code in default mode for everything. Like driving a car in first gear on the highway. Technically it works. But everyone is passing you. The video shows you every mode. Every shortcut. Every time-saving trick that separates the people charging $2,000 per project from the people charging $10,000. Speed is money. Literally. Save this post. Follow Himanshu Kumar for the shortcuts that cut my build time by 60%. ↓ 9. Write a Proper Planning Prompt. This is the section that separates amateurs from professionals. And it's the section most people skip. A planning prompt tells Claude Code what you're building before you start building it. Architecture. File structure. Technologies. Features. Constraints. Edge cases. Without a planning prompt, Claude Code guesses. And guessing produces garbage. With a planning prompt, Claude Code executes a clear plan. And clear plans produce working software. The video shows you exactly how to write a planning prompt that makes Claude Code produce professional-grade output on the first try. "But I just want to start coding." That's why your code breaks every time. That's why you restart projects 4 times. That's why nothing you build ever gets finished. Because you refuse to plan. A 5-minute planning prompt saves you 5 hours of debugging. But you'd rather skip the 5 minutes and suffer through the 5 hours because patience isn't your thing. And that's exactly why you're not making money. Planning is the most underpaid skill in coding. And the most overpaid when you master it. Save this post. Follow Himanshu Kumar for the planning prompt templates I use for every client project. ↓ 10. Choose the Right Model. Claude Code lets you select different AI models. Not all models are the same. Not all tasks need the same model. Using the most powerful model for a simple task wastes credits. Using a basic model for a complex task wastes time. The video explains: Which model to use for quick fixes. Which model to use for complex architecture. Which model to use for debugging. Which model to use for code generation. Most people pick one model and use it for everything. That's like using a sledgehammer to hang a picture frame. Model selection is strategy. And strategy is money. The people making $10K/month with Claude Code are strategic about every credit they spend. You're burning through credits because you use the most expensive model to write a hello world. ↓ 11. Use Git and Version Control. If you're not using version control, you're one mistake away from losing everything. Claude Code integrates with Git. Every change tracked. Every version saved. Every mistake reversible. Without Git: Claude makes a change. It breaks something. You can't undo it. You start over. 3 hours wasted. With Git: Claude makes a change. It breaks something. You roll back in 5 seconds. Keep working. Version control isn't optional. It's insurance. And the people not using it are the same people who say "I lost my entire project" like it's something that just happens. It doesn't just happen. It happens because you didn't set up Git. The video walks through the entire Git integration. Save this post. Follow Himanshu Kumar for the Git workflow that's saved every project I've ever built. ↓ 12. Set Up Claude MD and Memory. This is the feature that makes Claude Code feel like a real team member instead of a stranger you explain everything to every time. ClaudeMD is a memory file. You tell Claude Code about your project once. It remembers forever. Coding style preferences. Project architecture decisions. Technology stack. File naming conventions. Business logic rules. Without ClaudeMD: Every new conversation starts from zero. You explain the same things repeatedly. Output is inconsistent. With ClaudeMD: Claude knows your project. Claude follows your rules. Claude produces consistent, professional code. The difference between a sloppy freelancer and a reliable agency is consistency. Claude. MD gives you consistency without the agency overhead. Most people don't set this up and wonder why Claude Code gives different answers every time. ↓ 13. Automate with Tasks. This is where Claude Code stops being a tool and starts being an employee. Tasks let you define repeating workflows. "Every time I push code, run tests." "Every time I create a new file, add boilerplate." "Every time I start a session, check for errors." Automated. Hands-free. Consistent. You're doing these things manually every single day. The same checks. The same steps. The same routine. Tasks do them automatically. So you can focus on the work that actually makes money. Every manual task you automate is time you get back. And time is the only thing you can never make more of. Save this post. Follow Himanshu Kumar for the task automation templates that run my entire workflow. ↓ 14. Explore Features Most People Never Touch. The video covers features that 95% of Claude Code users don't know exist. Because they watched a 3-minute TikTok about Claude Code and think they're experts now. They're not. They're using 5% of a tool that can do everything. The full tutorial goes deep into features that most tutorials skip because they're "too advanced." They're not too advanced. They're too valuable for lazy creators to bother explaining. This video explains all of them. Clearly. For beginners. The 5% of features you don't know about are the 5% that make people rich. ↓ Let's zoom out. I just broke down 14 sections of Claude Code. Setup and installation. Desktop app. Dependencies. Code editor integration. Basic usage. Commands. Modes and shortcuts. Planning prompts. Model selection. Git and version control. Memory and Claude. MD. Tasks and automation. Advanced features. All in one video. All free. All beginner friendly. The person who masters even half of these in the next 2 weeks will be in the top 1% of Claude Code users. The top 1% of Claude Code users are the ones charging $5,000-$10,000 per project and building them in a single afternoon. Everyone else is asking ChatGPT to fix their resume. Same tools. Same access. Completely different outcomes. Because one person treats AI like a toy. And the other treats it like a business. ↓ Here's the hard truth nobody wants to hear. You don't have a talent problem. You don't have an intelligence problem. You don't have a resources problem. You have an action problem. Everything I just listed has a free tutorial right here in the attached video. 33 minutes. That's it. 33 minutes to learn the tool that people are using to build $5,000-$20,000/month businesses. You spent more time today scrolling Twitter than it takes to watch this video. You spent more time this week watching Netflix than it takes to master Claude Code basics. You spent more time this month doing nothing than it would take to completely change your income. The information is free. The tool is accessible. The opportunity is here. The only thing missing is you caring enough to start. ↓ CANCEL your plans this week. This isn't optional anymore. The people learning Claude Code right now will be building apps for the people who didn't learn it. That's not a prediction. That's already happening. Companies are replacing $150/hour developers with one person and Claude Code. If you code: learn Claude Code or become half as valuable by next year. If you don't code: learn Claude Code or miss the biggest opportunity to start earning from tech without a CS degree. There's no path forward that doesn't include AI coding tools. None. You have one window. Right now. This week. ↓ Here's your action plan for the next 7 days: Day 1: Watch the full video. Install Claude Code. Set up dependencies. Day 2: Learn basic usage. Try 5 different commands. Day 3: Write your first planning prompt. Build a small project. Day 4: Set up Claude. MD. Configure your memory file. Day 5: Master modes and shortcuts. Build a second project faster. Day 6: Set up Git integration. Automate with tasks. Day 7: Build something real. A tool, an app, a website. Ship it. 7 days. One tool. One completely different skill set. One completely different income potential. Or 7 more days of scrolling Twitter watching other people build things while you "plan to start." Your call. ↓ This is the most important video you'll watch this year. 33 minutes. Complete Claude Code mastery. From zero to building real projects. Save this post. Come back to it every single day this week. Check off each section as you complete it. Follow Himanshu Kumarfor daily Claude Code breakdowns, advanced tutorials, and the exact workflows that are turning beginners into $10K/month builders. The only thing between you and $10K/month with Claude Code is this video and 7 days. Don't waste them. You Must Follow me Himanshu Kumar, so i can send you DM.

Himanshu Kumar

85,668 görüntüleme • 3 ay önce

CANCEL Your Weekend Plans, and Learn Claude Code Today. $5,000/month. $10,000/month. $20,000/month. People are building entire apps and charging clients thousands using Claude Code. You're still Googling 'how to center a div.' While you're binge-watching a show you won't remember next week, a 19 year old with zero coding experience just built a $5,000 SaaS product in one afternoon using the tool I'm about to break down. Same laptop. Same internet. Same 24 hours. He has Claude Code. You have Netflix. That's the only difference. This YouTube video is a goldmine. Full Claude Code tutorial. Beginner to pro. Every feature. Every setup step. Every best practice. Zero prior knowledge needed. Save it. Watch it tonight. Not tomorrow. Tonight. Save this post. This is your complete Claude Code roadmap. Lose it and you lose the next 12 months of income. Follow Himanshu Kumar so you don't miss the breakdowns for each feature. ↓ 1. Understand What Claude Code Actually Is. You think Claude Code is just another chatbot. It's not. And that misunderstanding is why you're broke. ChatGPT gives you text. Claude Code gives you software. It runs in your terminal. It reads your entire codebase. It writes files directly to your project. It runs commands on your machine. It debugs errors autonomously. It builds features end to end. You're not chatting. You're deploying a developer. One that works 24/7. Never asks for a raise. Never calls in sick. Never pushes broken code at 5 PM on a Friday. People are charging clients $5,000-$10,000 for apps they built with Claude Code in 3 hours. And you didn't even know this tool existed because you're still asking ChatGPT to write you a to-do list. The gap between you and people making money with AI isn't intelligence. It's awareness. Now you're aware. Save this post. Follow Himanshu Kumar for the complete breakdown of every Claude Code feature. ↓ 2. Set Up Claude Code Properly. Most people quit here. "It's too complicated." "I don't know terminal." "I'll set it up later." Later never comes. And "complicated" means "I watched for 30 seconds and gave up." The setup takes 10 minutes. Install Node.js. Install Claude Code via npm. Authenticate your account. Open your terminal. Done. 10 minutes. You spent longer this morning deciding what to have for breakfast. The video walks through every single click. Every command. Every screen. Assuming you know absolutely nothing. If you can download an app on your phone, you can set up Claude Code. It's the same level of difficulty. But you'll still tell yourself it's "too technical" because that excuse is more comfortable than admitting you're just scared to try something new. This is the setup that everything else builds on. Skip it and nothing works. ↓ 3. Use the Desktop App. You don't even need to live in the terminal if you don't want to. Claude Code has a desktop app. Clean interface. Visual feedback. Everything you need without touching command line. But here's the thing most people don't know: The desktop app isn't just a pretty wrapper. It lets you manage projects visually. See file changes in real time. Switch between projects instantly. The people making money with Claude Code use the desktop app for client projects because it's faster to manage multiple builds simultaneously. You're still opening 14 browser tabs to organize one project. They open one app and everything's there. Efficiency isn't a personality trait. It's a tool choice. Save this post. Follow Himanshu Kumar for the desktop app workflow that handles 5 client projects at once. ↓ 4. Install the Right Dependencies. This is where beginners silently fail and blame the tool. Claude Code needs certain dependencies installed to work properly. Miss one and everything breaks. Then you go on Twitter and say "Claude Code doesn't work." It works fine. You just didn't read the setup guide. The video covers every dependency you need. What to install. How to install it. How to verify it's working. No guessing. No Stack Overflow rabbit holes at midnight. No "why isn't this working" for 3 hours. Watch the dependency section once. Follow every step. Never deal with setup issues again. You spent more time last week troubleshooting a printer than this takes. ↓ 5. Work Inside Your Code Editor. Claude Code integrates directly with your code editor. VS Code. Cursor. Whatever you use. It's not a separate window you alt-tab between. It's right there. In your workflow. You type a request. Claude writes the code. The code appears in your editor. You review it. Accept it. Done. No copy pasting between windows. No reformatting code that got mangled in transit. No "which version was the right one." It's like pair programming with someone who never gets distracted, never argues about naming conventions, and actually writes code that works on the first try. Your current coding process is: Google the problem, read 5 answers on Stack Overflow, copy the wrong one, debug for an hour, find the right one, paste it in, break something else, repeat. Claude Code's process is: describe what you want, get working code, move on with your life. Same hour. One method produces working software. The other produces frustration and a browser history full of Stack Overflow tabs. Stop coding the hard way. Save this post. Follow Himanshu Kumar for code editor setup guides and integration tips. ↓ 6. Master Basic Usage. Most people learn 5% of a tool and say they "know" it. You "know" Photoshop because you can crop an image. You "know" Excel because you can sum a column. You "know" Claude Code because you asked it one question. Basic usage means: How to give Claude Code context about your project. How to ask for changes to existing code. How to generate new files and features. How to review what Claude produces. How to iterate when the output isn't perfect. These basics are the foundation of everything. Skip them and every advanced feature feels confusing. Master them and every advanced feature feels obvious. The video breaks down each one with real examples. Not theory. Actual usage on actual projects. You've been using AI tools at 5% capacity and wondering why your results are 5% of what others get. Save this post. Follow Himanshu Kumar for daily Claude Code usage tips. ↓ 7. Learn Every Command. Claude Code has commands that most users never discover. Because most users type one message and expect magic. That's not how professionals use it. Professionals use specific commands that tell Claude Code exactly what to do, how to do it, and what constraints to follow. The difference between a beginner and someone making $10K/month with Claude Code is knowing which command to use and when. The video walks through every single one. Not just what they do. But when to use each one. And why one command is better than another for specific situations. You've been using Claude Code like a hammer. These commands turn it into a full toolbox. Stop treating a power tool like a blunt instrument. Save this post. Follow Himanshu Kumar for the command cheat sheet I use daily. ↓ 8. Understand Modes and Shortcuts. Speed matters. The person who builds an app in 2 hours charges $5,000. The person who builds the same app in 2 days charges $2,000. Same app. Same quality. Different speed. Different income. Claude Code has modes that change how it operates. And shortcuts that cut your workflow time in half. Most people don't know either exists. They use Claude Code in default mode for everything. Like driving a car in first gear on the highway. Technically it works. But everyone is passing you. The video shows you every mode. Every shortcut. Every time-saving trick that separates the people charging $2,000 per project from the people charging $10,000. Speed is money. Literally. Save this post. Follow Himanshu Kumar for the shortcuts that cut my build time by 60%. ↓ 9. Write a Proper Planning Prompt. This is the section that separates amateurs from professionals. And it's the section most people skip. A planning prompt tells Claude Code what you're building before you start building it. Architecture. File structure. Technologies. Features. Constraints. Edge cases. Without a planning prompt, Claude Code guesses. And guessing produces garbage. With a planning prompt, Claude Code executes a clear plan. And clear plans produce working software. The video shows you exactly how to write a planning prompt that makes Claude Code produce professional-grade output on the first try. "But I just want to start coding." That's why your code breaks every time. That's why you restart projects 4 times. That's why nothing you build ever gets finished. Because you refuse to plan. A 5-minute planning prompt saves you 5 hours of debugging. But you'd rather skip the 5 minutes and suffer through the 5 hours because patience isn't your thing. And that's exactly why you're not making money. Planning is the most underpaid skill in coding. And the most overpaid when you master it. Save this post. Follow Himanshu Kumar for the planning prompt templates I use for every client project. ↓ 10. Choose the Right Model. Claude Code lets you select different AI models. Not all models are the same. Not all tasks need the same model. Using the most powerful model for a simple task wastes credits. Using a basic model for a complex task wastes time. The video explains: Which model to use for quick fixes. Which model to use for complex architecture. Which model to use for debugging. Which model to use for code generation. Most people pick one model and use it for everything. That's like using a sledgehammer to hang a picture frame. Model selection is strategy. And strategy is money. The people making $10K/month with Claude Code are strategic about every credit they spend. You're burning through credits because you use the most expensive model to write a hello world. ↓ 11. Use Git and Version Control. If you're not using version control, you're one mistake away from losing everything. Claude Code integrates with Git. Every change tracked. Every version saved. Every mistake reversible. Without Git: Claude makes a change. It breaks something. You can't undo it. You start over. 3 hours wasted. With Git: Claude makes a change. It breaks something. You roll back in 5 seconds. Keep working. Version control isn't optional. It's insurance. And the people not using it are the same people who say "I lost my entire project" like it's something that just happens. It doesn't just happen. It happens because you didn't set up Git. The video walks through the entire Git integration. Save this post. Follow Himanshu Kumar for the Git workflow that's saved every project I've ever built. ↓ 12. Set Up Claude.MD and Memory. This is the feature that makes Claude Code feel like a real team member instead of a stranger you explain everything to every time. ClaudeMD is a memory file. You tell Claude Code about your project once. It remembers forever. Coding style preferences. Project architecture decisions. Technology stack. File naming conventions. Business logic rules. Without ClaudeMD: Every new conversation starts from zero. You explain the same things repeatedly. Output is inconsistent. With ClaudeMD: Claude knows your project. Claude follows your rules. Claude produces consistent, professional code. The difference between a sloppy freelancer and a reliable agency is consistency. Claude. MD gives you consistency without the agency overhead. Most people don't set this up and wonder why Claude Code gives different answers every time. ↓ 13. Automate with Tasks. This is where Claude Code stops being a tool and starts being an employee. Tasks let you define repeating workflows. "Every time I push code, run tests." "Every time I create a new file, add boilerplate." "Every time I start a session, check for errors." Automated. Hands-free. Consistent. You're doing these things manually every single day. The same checks. The same steps. The same routine. Tasks do them automatically. So you can focus on the work that actually makes money. Every manual task you automate is time you get back. And time is the only thing you can never make more of. Save this post. Follow Himanshu Kumar for the task automation templates that run my entire workflow. ↓ 14. Explore Features Most People Never Touch. The video covers features that 95% of Claude Code users don't know exist. Because they watched a 3-minute TikTok about Claude Code and think they're experts now. They're not. They're using 5% of a tool that can do everything. The full tutorial goes deep into features that most tutorials skip because they're "too advanced." They're not too advanced. They're too valuable for lazy creators to bother explaining. This video explains all of them. Clearly. For beginners. The 5% of features you don't know about are the 5% that make people rich. ↓ Let's zoom out. I just broke down 14 sections of Claude Code. Setup and installation. Desktop app. Dependencies. Code editor integration. Basic usage. Commands. Modes and shortcuts. Planning prompts. Model selection. Git and version control. Memory and Claude. MD. Tasks and automation. Advanced features. All in one video. All free. All beginner friendly. The person who masters even half of these in the next 2 weeks will be in the top 1% of Claude Code users. The top 1% of Claude Code users are the ones charging $5,000-$10,000 per project and building them in a single afternoon. Everyone else is asking ChatGPT to fix their resume. Same tools. Same access. Completely different outcomes. Because one person treats AI like a toy. And the other treats it like a business. ↓ Here's the hard truth nobody wants to hear. You don't have a talent problem. You don't have an intelligence problem. You don't have a resources problem. You have an action problem. Everything I just listed has a free tutorial right here in the attached video. 33 minutes. That's it. 33 minutes to learn the tool that people are using to build $5,000-$20,000/month businesses. You spent more time today scrolling Twitter than it takes to watch this video. You spent more time this week watching Netflix than it takes to master Claude Code basics. You spent more time this month doing nothing than it would take to completely change your income. The information is free. The tool is accessible. The opportunity is here. The only thing missing is you caring enough to start. ↓ CANCEL your plans this week. This isn't optional anymore. The people learning Claude Code right now will be building apps for the people who didn't learn it. That's not a prediction. That's already happening. Companies are replacing $150/hour developers with one person and Claude Code. If you code: learn Claude Code or become half as valuable by next year. If you don't code: learn Claude Code or miss the biggest opportunity to start earning from tech without a CS degree. There's no path forward that doesn't include AI coding tools. None. You have one window. Right now. This week. ↓ Here's your action plan for the next 7 days: Day 1: Watch the full video. Install Claude Code. Set up dependencies. Day 2: Learn basic usage. Try 5 different commands. Day 3: Write your first planning prompt. Build a small project. Day 4: Set up Claude. MD. Configure your memory file. Day 5: Master modes and shortcuts. Build a second project faster. Day 6: Set up Git integration. Automate with tasks. Day 7: Build something real. A tool, an app, a website. Ship it. 7 days. One tool. One completely different skill set. One completely different income potential. Or 7 more days of scrolling Twitter watching other people build things while you "plan to start." Your call. ↓ This is the most important video you'll watch this year. 33 minutes. Complete Claude Code mastery. From zero to building real projects. Save this post. Come back to it every single day this week. Check off each section as you complete it. Follow Himanshu Kumar for daily Claude Code breakdowns, advanced tutorials, and the exact workflows that are turning beginners into $10K/month builders. The only thing between you and $10K/month with Claude Code is this video and 7 days. Don't waste them. You Must Follow me Himanshu Kumar, so i can send you DM.

Himanshu Kumar

101,793 görüntüleme • 4 ay önce

🚨BREAKING: Border Patrol agents violently pulled a U.S. citizen PASSENGER from a vehicle, slamming him to the ground… Then shouted that he had a gun, even though he didn’t. In Tucson, Arizona, state troopers pulled over a vehicle. While they were stopped on the side of the road, the state trooper called Border Patrol because the PASSENGER appeared to be Hispanic. When Border Patrol arrived, the situation immediately escalated to agents smashed both passenger-side windows. One agent tried to hit the phone out of the driver’s hand, who was recording, as they violently ripped the backseat passenger out of the vehicle, and threw him onto the ground, while multiple agents pin him down. Then, an agent ordered the driver out of the vehicle. She responded, “I didn’t do anything.” The agent replied, “Step out or you are going to get tackled.” At that point, at least three agents already had the passenger pinned, with his hands behind his back, when another agent suddenly yelled, “Gun!” A fourth agent responded, “He has a gun?” The driver immediately yells back, “NO! He has NO gun. WE HAVE NO WEAPONS!” The agent, closest to the car, was startled by this, appearing to forget the driver was still inside… and filming. That’s when he reached into the vehicle, grabbed her phone, threw it from her hand, and attempted to pull her out of the car. There is a lot going on in this video, so let’s break this down… First… you don’t get to detain people based on how they look. The Fourth Amendment requires individualized, reasonable suspicion. Not “he looked Hispanic.” Second… a passenger, during a traffic stop, is not automatically required to identify themselves, or hand over ID. Law enforcement needs a lawful basis… like reasonable suspicion that that specific person committed a crime… to demand identification. Third… even when someone is lawfully detained, they are only required to comply with lawful orders tied to THAT detention. A passenger doesn’t lose constitutional protections just because someone else was pulled over, while driving. Fourth… the First Amendment protects the right to record law enforcement, in public, while they’re doing their job. Knocking a phone away, or throwing it because someone is filming, is violating that constitutional right. And finally, any use of force… breaking windows, pulling someone out of a car, and restraining them… has to be objectively reasonable under the Fourth Amendment. That requires specific, articulable facts, not assumptions about identity. This wasn’t a checkpoint. It wasn’t a border stop. This was a traffic stop where a PASSENGER became the target because of how he looked. And if that’s enough to trigger federal agents breaking windows, and violently pulling U.S. citizens out of cars… then every single person should be demanding answers, and accountability. Because this could’ve ended with another U.S. citizen dead… And next time, that U.S. citizen could be you.

Jesus Freakin Congress

227,686 görüntüleme • 1 ay önce

The #GTA 3 port to the Sega #Dreamcast has been progressing at an incredible pace. It's been amazing to see the whole DC community come together to tag-team this "impossible" project... Here it is running on a stock DC, no longer requiring the 32MB RAM hardware modification, only a few weeks into development. Since I finally got the time to sit down, build the codebase, and look into some of what I think is the critical path for performance, let's talk about some technical shit, and some of the future steps I think can be taken to further improve performance. First of all, I want everyone to take note that this is NOT a port of the PS2 version. This is a port of the PC version, which has extra content, increased draw distance, improved textures, and other things that have actually increased the challenge here... Whether the DC version will ultimately have these additions or not will remain to be seen, but we're running into plenty of shit that the PS2 didn't have to worry about (like these big-ass PC replay saves won't fit onto a Visual Memory Unit!) Secondly, lets talk about what is and isn't currently optimized, because it's absolutely vital that the DC's hardware is fully utilized here for the sake of performance and achieving a competitive polygon count. Unlike with modern devices, where the whole graphics pipeline is handled by the GPU, both the PS2 and Dreamcast were responsible for transforming and doing lighting calculations for each vertex BEFORE they got submitted to the GPU. The PS2 had a vector coprocessor to do this, while the Dreamcast had a few extremely important SIMD and fast math assembly instructions on its CPU to do these computations. Up until literally just a few hours ago (not shown in this footage), the Dreamcast's SH4 was doing 100% of these operations in slow-ass plain C and C++ code, which is absolutely sub-optimal and is immediately bogging down its CPU with just transforming vertices, bottlenecking the entire graphics pipeline on the fist T&L stage, and also leaving less CPU time for handling other gameplay logic... this is going to absolutely have to be addressed (and already has begun to be). Another issue that is crippling performance here is the fact that the models are all using individual triangles rather than triangle strips, which the Dreamcast's PVR GPU was designed to handle better... Converting these models to use strips rather than individual triangles will result in MANY different gainz for the DC, as you're going from 3N to N+2 vertices per triangle. Converting the models to triangle strips will 1) reduce load times, since model assets will be smaller 2) reduce the amount of video memory required to hold these vertices on the GPU 3) reduce the amount of shit that must be transferred from the CPU to the GPU and 4) give us back a bunch of CPU time, since the SH4 will be less bogged down transforming redundant vertices! TL;DR: This is still EXTREMELY suboptimal in terms of fully utilizing the graphical potential of the Dreamcast. There is going to be a LOT that can be done still to both improve performance and polygon counts, so stay tuned! FINALLY: Mad respect and love to Stefanos Kornilios Mitsis Poiitidis, for doing an amazing job leading this project, and to Frogbull , Esppiral, and everyone else who is helping us stick it to the PS2 by making this happen! #gamedev #retrogaming #cplusplus

Falco Girgis

88,356 görüntüleme • 2 yıl önce

🚨 KEEP FIGHTING, TEXAS AND FLORIDA - AMERICANS STAND WITH YOU - BAN CAIR! CAIR’S NEW MELTDOWN VIDEO: A 4-MINUTE PANIC ATTACK MASQUERADING AS A PRESS CONFERENCE CAIR’s latest video message wasn’t strength. It wasn’t confidence. It wasn’t calm leadership. It was panic - raw, unmistakable panic - from an organization that finally realizes Texas and Florida have pulled back the curtain on a political network they’ve been building for decades. Edward Ahmed Mitchell, CAIR’s national deputy director, delivered the message himself — and unintentionally revealed far more than he intended. Let’s break down the meltdown: 🔥 1. Mitchell Opens With “Alhamdulillah” - Then Launches Straight Into a Political Attack This wasn’t a neutral legal update. It was a political broadside dressed up as a religious rallying cry. Mitchell framed CAIR as the perpetual victim, because two governors finally said “enough” and designated the Muslim Brotherhood and CAIR affiliates under state authority. His tone wasn’t confident. It was defensive, agitated, and anxious. Why? Because CAIR’s entire model depends on: Guaranteed access Zero scrutiny Automatic legitimacy Total institutional protection Texas and Florida just detonated that arrangement! THANK YOU Ron DeSantis and Greg Abbott 🔥 2. Mitchell Repeats CAIR’s Favorite Script: “We are just a civil rights organization.” But CAIR itself boasts: 🔴 25 national offices 🔴 500+ employees and board members 🔴 70+ attorneys 🔴 A national media arm 🔴 A political grooming pipeline 🔴 A long-term plan to manufacture 100,000 lawyers, journalists, activists, and candidates by 2050 This is not some small, local nonprofit. This is a national political machine with massive institutional reach and today’s video looked like a man terrified that the machine is finally being confronted. 🔥 3. Mitchell Insists Governors “Have No Authority”, Because Discovery Terrifies CAIR He claims: “No governor has the authority to declare an organization a terrorist group.” Texas and Florida just did, legally, under their state powers. Mitchell’s real fear is apparent: Discovery. Because discovery means: Financial transparency Internal communications Partner networks Organizational structure Funding flows Political strategy documents And Governor DeSantis said it openly: “I look forward to discovery - especially the CAIR finances.” (LOVE THIS) That single sentence hit CAIR harder than any executive order. 🔥 4. Mitchell Says This Is All About “Palestinian Advocacy” -A Convenient Deflection His claim: “We are being targeted because we speak for Palestinians.” No, Florida and Texas cited CAIR’s associations with.. - individuals convicted in terror-financing cases - referenced public federal evidence - acknowledged the organization’s long-standing ties to extremist-influenced networks as documented by U.S. prosecutors and national security experts. These issues existed long before the current conflict. This isn’t about advocacy. It’s about influence, infrastructure, and ideology, all of it in plain view. CAIR’s new tactic is painfully predictable: turn every criticism, every investigation, every designation into “an attack on Palestine.” How much longer do they think this overused excuse is going to work? 🔥 5. Mitchell Accidentally Confirms CAIR’s Vision: They See Themselves as THE Voice of Muslims He declares: “They want to target YOU.” Translation: CAIR wants Americans to believe that attacking CAIR is attacking every Muslim in the country. This is the classic playbook of ideological organizations: Claim to represent everyone Insulate themselves with identity Equate criticism with bigotry It’s not civil-rights language. It’s political power-protection language. 🔥 6. Mitchell Uses Fear to Fundraise: “Without CAIR, Muslims Will Be Targeted.” The emotional manipulation was SO blatant: “Without CAIR, Muslim workers and students will face bigotry with no one to help them.” Then the sales pitch: “Support your shield. Donate now.” DONATE - GIVE US YOUR MONEY, BLAH, BLAH, BLAH! This wasn’t about law. It was a national fundraising plea rooted in grievance and fear, delivered at the exact moment Texas and Florida undercut their institutional access. 🔥 7. CAIR Ends With a Promise: “We’ve beaten governors before - and we’ll beat them again.” That’s not the language of a nonprofit. That’s the language of a political combat organization preparing for open confrontation with state governments. Texas and Florida finally said: “No more.” And CAIR is lashing out. ⚠️ THE REAL TAKEAWAY: CAIR IS SCARED AND THIS VIDEO PROVES IT You can hear it in the tone and the pacing. You can hear it in the plea for donations. They know: Momentum is shifting - AMERICANS ARE FED-UP! States are waking up Discovery is coming Their political network is being exposed Their institutional access is unraveling Their long-term pipeline is under scrutiny This wasn’t leadership. It was damage control. And it all ends with the most important point: Texas and Florida took the first steps. Now every red state must follow - immediately. WHERE ARE YOU RED STATES: Alabama. Georgia. Arizona. Oklahoma. Kentucky. No excuses or delays. No pretending this threat isn’t real. CAIR has shown the world exactly who they are. It’s time every state responds.

Amy Mek

89,991 görüntüleme • 8 ay önce

This video is propaganda. It functioned to keep Sargon in beer money, and the population of the UK in denial about race. Like all good lies, it contains elements of truth, of which Sargon supplies massive helpings - far more than most propagandists ever dare - but it's effective... The first two minutes and 32 seconds are all true, by which time your brain trusts him, and you see him as being on your side as a White native Englishman. Of course right from the start he picks the easiest of targets (put a box of cornflakes next to a Guardian journalist and it will look like a patriot). And then (at 2:33) you get: "...but luckily for everyone else, being English is not just about being a race...". He continues: "...it's a particular way of viewing the world much as anything else", "...saying that I as an individual matter; every human matters". Of course Carl is not in any way wrong to identify and celebrate various English cultural artefacts as English, nor is he wrong to identify them as cultural, but the trick being done is to cut away their moorings from the DNA of the people who created them. You don't see him doing it, but he's in the water, scuba-diving down with a knife between his teeth, towards the tethers... ...And sure enough, at 5:19, in a mocking sneering smug tone: "But anyway Maya, let's get back to 'racial politics'. Let's not talk about values or ideas or ideals, or things that actually make the world a better place: let's get back to your fucking racial politics" (building to an angry exasperated tone). And suddenly there we are. 😐 The culture in which we were all being encouraged to take pride and admire now floats entirely free of its genetic substrate. Racial politics is bad, and associated in your brain with Guardian journalists. This - our - culture which the bodies and brains of our ancestors built, is now some sort of magic pink sparkly cloud hovering just above the ground, into which Indians and Africans can walk serenely and thereby be sort of transformed into us, nearly, just so long as it's done at a slow responsible pace. At 5:54 Sargon continues his imaginary conversation with Maya of The Guardian, adopting a super-confident and mildly exasperated lecturing tone (his favourite mode of address, obviously), and says: "But Maya, immigrants are not just a race; there are many hundreds of thousands of immigrants from France, and if you go to London, to an area which is predominantly populated by French people, it would not be sensible to say 'well this is an English area of London', is it, and yet that's nothing to do with their race, because they, like you will obviously point out, are White...". Well hang on Carl, yes, they are all White, and so maybe the thing making it (as you say) "not-sensible" to say they should not be in London doesn't become non-racial. Looks like you just talked yourself there in an illogical way. They are all White. Maybe this matters. Perhaps if we instead consider the prospect of adding the same number (many hundreds of thousands) of subsaharan Africans to London rather than Frenchmen, now it would be very sensible indeed to say they should not be there, whence the sensible - racial - criterion is plain to see. A full essay on the evolution of human nature in geographically isolated regions and the neurodiversity which emerged from that is beyond the scope of this tweet, but suffice to say White culture is what you get from White people, and African culture is what you get from African people. Europeans are White, and the relative closeness among European countries and cultures (compared to subsaharan Africans) by most metrics you might care about is not a coincidence, since heritable biological traits actually exist and actually matter, and they are not distributed evenly between different racial groups (see Fst distance), ergo race matters. Carl is a master of tugging at heartstrings, talking about these "past generations of blacks" who "admired English culture", and "wanted to be like us" etc.. Yes, no doubt many such individuals existed. They were always exceptional though, and we know they were exceptional, because if they weren't then Africa today would basically be similar to Yorkshire, just with nicer weather. And the problem for Carl is that Africa is obviously not like that, nor does any population of blacks anywhere in the world behave as a group like Europeans. I don't care particularly about John Cleese or what he says or where he goes, so the rest of the video is not terribly interesting, but just note at 6:48 Carl talks in approving terms of how "a small number of immigrants is OK", but "an overwhelming flood is pushing that principle too far". The problem with that is the number of non-Whites already in Britain was crazy-high in 2019 when Carl made this video, and our children were already well on track to becoming minorities in British schools without adding a single immigrant, even back then. Horrible racial conflict has been rife across the capital at least since the 90s, and it would be delusional to see the 1981 Brixton riots as anything but racial, ...and all this, and every sort of demographic vandalism besides, has come to pass PURELY because people who had advocated for racial politics in the 60s and 70s were successfully demonised by the media, just as Carl is doing in this video. The obvious foolishness of large numbers is like the obvious danger of lots of gunpowder compared to a small amount of gunpowder. It's not like the conflict magically goes away when the numbers are small. You just get White people lying to themselves and pushing discomfort down into their subconsciousness, and non-Whites sometimes (but by no means always) playing the game at first till their numbers become large enough. Pakistanis understood that cultural attitudes to child rape were different in our country, and so they assimilated by successfully hiding their child rape for about 20 or 30 years. Some White people even helped with that assimilation. The parts of our culture that Carl claims to want to promote (rule of law, freedom to criticise Islam, mutual respect, etc) is stuff that exists DESPITE the non-White population in the UK. It IS racial. And like of course it's racial. We are our DNA. Our culture was made by people, ...who were made by DNA. You can not make White people feel good - proudly talking up White culture - and then in the next breath sneer down your nose at those engaging in racial politics. It's a nasty (and given that Carl is not stupid, I have to suspect cynical) trick, the effect of which is to encourage a White audience to continue entertaining a suicidal and delusional belief in a tabula rasa model of human nature. His defenders will say "oh this is an old video, he's changed now...", and I am sure he is delighted that you believe so. Show me any example of him back-tracking on a single word of that though. I'll wait. I am writing this because I see what's happening to our population, and frankly anyone who isn't willing to recognise the need for racial politics is not your friend in this battle. If Carl has changed, then now would be a really great time to make that clear and come out on the side of Racial Nationalism. Anything else is just muddying the waters and enabling the stigmatisation of actual patriots. Look at where the UK is, and where it is going. Look at the pictures of schools with literally a single White face sitting among a sea of blacks. It's fucking insane, and it's obviously a racial issue that requires racial politics. At least we're talking about a rational lawful non-violent approach to sorting out who should be allowed to claim Englishness. We're having a conversation. Steve Laws, for example, is not a terrorist: he is a brave patriot giving a voice to the native population of a land which wants to recover that land. In reality English people are basically lovely. We're softies. The rest of the world knows that though. If we start to get a serious program of remigration off the ground, yes the reduction in sheer numbers of racial aliens will be welcome in itself, but black families that didn't produce criminal rugrats, and haven't spent the past 40 years moaning about how racist the English are will probably find that White communities rally round them, put in a good word for them, and achieve a consensus about not deporting them. What needs to happen is a basic shift in the narrative, and in the psychology: the assumption and understanding should be that citizenship is genetic, and that any exception to that is a polite and kind gesture from our people, which we have the full moral and legal right to withhold if we feel that we're being treated as suckers. And that's what I have to say about that. ...And of course Happy New Year to everyone in Australia!!! 🥳🎉🪩 -A.Frog '25/'26 🐸👍🏻

𝙰𝚌𝚌𝚎𝚙𝚝𝚊𝚋𝚕𝚎 𝙵𝚛𝚘𝚐

167,032 görüntüleme • 7 ay önce

Our new AI model, SparksMatter, discovered CaMg₂Si₂ - a Ca-filled Mg-Si Zintl silicide - as a thermoelectric built only from stable, non-toxic, earth-abundant elements. Thermoelectrics are solid-state materials that convert heat directly into electricity (and electricity into cooling) with no moving parts, which makes them a key technology for harvesting the vast amounts of waste heat from engines, industry and electronics, and even fusion - but today's best ones rely on scarce or toxic elements like tellurium, lead and bismuth. This is why an earth-abundant, non-toxic candidate matters. Our model's physical reasoning to come up with the design: Mg₂Si is a known earth-abundant thermoelectric but conducts heat too well; a heavy, weakly bound Ca cation in the Mg-Si framework should scatter phonons while keeping a moderate band gap. It generated 100 Ca-Mg-Si crystals with MatterGen, kept the six within 0.05 eV/atom of the convex hull (via MatterSim), and predicted band gaps of 0.44-0.57 eV and bulk moduli of 53-54 GPa (CGCNN). Follow-up lattice dynamics found three CaMg₂Si₂ polymorphs dynamically stable, with lattice thermal conductivity ≈6 W m⁻¹ K⁻¹ at 300 K and ≈2 at 1000 K. The AI proposed a chemical hypothesis first, then developed and applied a separate generative/physics pipeline to test it, and six surviving structures came back with that hypothesized composition. The video replays the reasoning process. New paper out with Alireza Ghafarollahi in npj Computational Materials: SparksMatter, an AI that runs the full in-silico inorganic materials discovery cycle - ideation, planning, computational experimentation, critique and reporting - from a single plain-language query. Why this matters: conventional ML models for materials are typically single-shot predictors or generators. They can predict a property or propose a structure, but they do not organize the next scientific step. Discovery, instead, works as a loop: hypothesize, test, critique, revise. The key advance here is a deep reasoning layer that incorporates physics to decide which scientific tool to use, how to interpret the result, and what to change as next step. How it works: SparksMatter spawns a suite of AI agents - scientists, planners, coders, reviewers and critics - that write and execute code against materials tools: Materials Project retrieval; MatterGen for generative crystal design conditioned on chemistry, band gap or bulk modulus; MatterSim for relaxation and convex-hull stability; CGCNN for property prediction. Adversarial agents check each phase, the system revises its ideas, plans and code from execution results, documents its own limitations, and delivers a scientific report with a validation roadmap spanning DFT, phonons, transport, synthesis and characterization. Two more discovery tasks SparksMatter ran autonomously: 1⃣Soft inorganic semiconductors: generated 112 structures conditioned on low stiffness and narrowed them to 59 candidates absent from the Materials Project after toxicity, stability, electronic, mechanical and database screening - bulk moduli 11-24 GPa, band gaps 0.4-3.9 eV. 2⃣Lead-free perovskites: filtered 154,879 Materials Project entries to 162 Pb-free ABO₃ candidates meeting structural, toxicity, stability and band-gap criteria, including LaAlO₃, BaZrO₃, SrSnO₃, CaTiO₃ and SrTiO₃. Benchmark: the same three tasks were given to frontier reasoning models acting as expert materials scientists with web browsing but without the generation and prediction tools. A blinded LLM evaluator scored every response ten times on relevance, scientific soundness, novelty, and depth and rigor. SparksMatter scored highest in aggregate, with its strongest advantages in novelty and depth & rigor. Its main limitation was scientific soundness because much of the core screening still relied on surrogate models rather than direct first-principles or experimental validation - a gap the system identified, documented, and mapped out how to close. Takeaway: putting generative models, executable code and physics-based simulators inside the reasoning loop lets an AI propose structures outside existing databases, test them, reject weak candidates, and say what evidence is still missing.

Markus J. Buehler

37,621 görüntüleme • 3 gün önce

Wow…. Donald Trump’s rally in Tucson, Arizona was a mess. Bro was totally slurry and as utterly incoherent he’s ever been. Let’s recap it: JD Vance is nowhere to be found. Bro hasn’t been invited to a rally in a while. Telling. He starts by hyping up the crowd despite the Linda Ronstadt Music Hall only having a capacity for 2195 people. There were empty seats too. In comparison, VP Harris had 8600 people at her rally today. You could tell his tiny crowd size was bothering him. He claimed he had a “monumental victory” against VP Harris in the debate. Sure, bro… He said she “spewed lies.” Pure projection. He whined about Linsey Davis and David Muir. He had issues saying “industry,” “Snopes” (he called it “Snoops”), “confiscation,” “notice,” “and,” “interest,” “Russia,” “jokingly,” and “woman." The cognitive decline is fierce. He lied about the abortion after birth thing again, disgusting. He’s giggling at his own jokes. I think he’s on something. This is super weird. He called VP Kamala Harris “the leader of the movement Defund the Police.” Uh, no. He says Project 2025 “never had my authorization.” He implemented over 2/3 of their policies in 2017. He says that crime is so much worse now than when he was in office. False. Crime has gone down since the spike when he was POTUS. He falls back on his Twitter polls as proof that he “won the debate.” Nah, bro. He seems to think that his debate with Biden counts as debating Harris. Not the case. He claims his weird “Town Hall” with Tulsi Gabbard had the best ratings. It didn’t. He tried to diss David Muir’s hair. Odd since I’d take David’s hair over Donald’s…whatever that is…any day of the week. He claims VP Harris is “a threat to democracy.” So much projection. He’s slurring calling Harris and Tim Walz “weird.” He clearly doesn’t like being called weird himself, so we should keep doing it. A lot. He called Tim Walz “the future Vice President.” Well, he got one thing right! He repeats that he won’t do a “third debate” because it’s “too late” since early voting has already started. Donald Trump is a chicken. He goes on an angry rant about immigrants and migrants. He whines that VP Harris smiled during the debate. Bro, she was LAUGHING AT YOU. He’s pushing lies about Springfield, Ohio. FAFO in a swing state, bro. I can’t wait for Haitians to help flip Florida. He claims people in Hollywood vote for him because of “low taxes.” Further proof Donald only cares about giving tax cuts to the wealthy. He says they lie and say they’re not voting for him and then secretly vote for him. Not happening, bro. He claimed he got “more votes than any sitting president in the history of the country” in 2020. HE LOST THE ELECTION and he’s once again claiming he didn’t lose after admitting he did multiple times in the past month. He said “we’re never gonna let that happen again.” We all need to be prepared for what he’s gonna make his base do when he loses AGAIN. He claims that “in a couple more years they’ll be fired” about Linsey Davis and David Muir. Is he threatening them if he wins? He called Linsey Davis “nasty.” What a dick. He now goes back to people in Hollywood voting for him. Delusional man can’t even keep his own train of thought. He claims someone named Martha cried when he won the debate. Uh. He’s bragging about crowd size again. He’s also saying he did 7 rallies in 2 days. He did not. He’s now asking how many rallies Biden would do…he keeps forgetting who he’s running against. He tries to get the crowd excited and it sounded like less than 50 people were clapping. Sad. He’s now talking about Venezuelans taking over places with AK47s. He was the one who stayed the deportation of Venezuelans right before he left office. He’s now calling Kari Lake “Border Kari Lake.” Super lame nickname and of course he praises himself for it. He’s crying about Biden again. Yikes. Bro’s mind is mashed potatoes. He’s back talking about Venezuelans with guns and he’s trying to do math. No joke. He claims Harris is flying in migrants on jets. He whines about the Forbes 400 and claims Forbes “isn’t doing so well.” He’s still butthurt that they dropped him from their list. He’s back to demonizing “20,000” Haitian migrants in Springfield, Ohio. FAFO bro. He said “they’re taking the geese…and walking off with their pets. My has been stolen.” He keeps talking about someone named “Art.” I’m smirking. He says he’ll “stop World War 3.” Bro is gonna try to start it. He’s crying about Biden not talking to Putin. He claims that immigrants and migrants can’t pay rent. He immediately talks about the “explosion in rent” in Springfield, Ohio. Pick one or the other, doofus. He’s talking about sleeping with a chart “every night.” I mean, that’s more than Melania is sleeping with him. She won’t even be in the same state as him, let alone the same bedroom. He’s going to “ban mortgages for all illegal aliens.” I thought he said they can’t pay rent but now they can afford to buy a home? Again, pick a lane dingleberry. You’re embarrassing. He claimed the average income raised $7000 under him. False. 3 million people lost their jobs. Donald says he’s going to save the average person in Arizona “$800 and $1000 a month” on their mortgages. Is he planning on giving away free homes? Bro is straight up lying. He arbitrarily says he’s going to cut their power bills by 50% in the first year. How do people believe this absolute bullsh*.t? He said people “can’t afford to buy cereal” and that people bring three apples to the checkout and then put one back because they can’t afford it. Fruity Pebbles near me are $3.49 and an apple costs $.59. He wants to repeal “every unnecessary rule” for construction of homes. Let’s make houses implode again! He claims “government regulation” is to blame for “40% of the cost of single family homes.” Bro is legit just making up numbers as he goes along. This is painful to watch. He says he’s going to cut the cost of new homes by 30-50%. Is he gonna give away land for free? FFS. Bro is mental. Ah. He just said he’s going to open up federal land for “large scale housing development.” Great. Let’s turn Yellowstone into a strip mall while we’re at it. He’s complaining that the media covers his inability to say words and calling him “cognitively impaired.” The media genuinely needs to call this out. He calls Melania “our great First Lady.” She’s not the First Lady, and she’s not great either. He said Melania complains about his hair at his rallies. Good. He looks like a bum with an animal living in that weird hair nest. He’s complaining about low income housing. He’ll take away any safety net that people who are struggling have. He said he “doesn’t have problems with women” and that suburban women love him. E. Jean Carroll would like a word. So would Stormy Daniels. He said women “don’t want to be hurt, molested, killed.” I don’t want to have to carry my rapist’s baby, bro. And that’s now happening to women in 13 states thanks to you. He asked “why wouldn’t they like me” about women. UHHHHHHHH. How much time do you have, Donald? He said women want choice and that he’s for choice. But he’s talking about school choice, not bodily autonomy. I hate this man. He’s whining about “copycat” VP Harris saying “no taxes on tips.” Hahahaha. She still lives rent free in his head about this. He’s now trying to bribe people by saying that he’ll end taxes on overtime. We all know he’ll never implement this. He’s bragging about Biden’s student loan debt elimination being stopped. Vile. He claims he took in more money from the IRS after he cut taxes for the wealthy, “by a lot.” Not true. Our national debt was skyrocketing under him even prior to the pandemic. The crowd cheers the loudest for his hateful speech about transgender people. He lies and says schools are transing kids after parents drop them off. He claims VP Harris was “the leader of that.” Fake news. He lies about the boxers in the Olympics again. I really hope they sue the ever-loving sh-i.t out of him. He does some lewd gestures and talks about “getting it up.” I want to vomit in my mouth. He makes up a story about a trans swimmer who won the Olympics and some female swimmer getting “wind burn” as a result. WHAT THE ACTUAL EFF?!?! See the video below. I couldn’t stop laughing. Sorry for that! He’s begging people to get their friends to vote. He knows he’s gonna lose. Oh. Now he's doing the air jerk dance going off the stage. It makes my skin crawl. - Fin I’m sorry this one took a while. I kept pausing and leaving the tv because he was royally pissing me off. I genuinely cannot wait until I don’t have to do these anymore. This man is one giant ball of hatred and we need this cancerous negativity removed from our society. Is the media gonna cover any of this or nah?

Art Candee 🍿🥤

448,696 görüntüleme • 1 yıl önce

The “I never wanted any of this to be public or content” Myth I never wanted any of this to come out. Except I actually mean that. It’s embarrassing, it’s trashy, and it’s the opposite of how I want to present myself publicly. I stayed silent for months while lie after lie was spun about me behind the scenes because I didn’t want to air private, messy moments from a relationship I genuinely cared about. I stayed silent out of fear, because I was told no one would believe me because he would be blindly believed on his large platform. In one of our very last conversations before I blocked him everywhere mid-October, he threatened to do a show on me, contact my employer, and “turn me into the next Lindsey”. Why? Because I didn’t want to continue apologizing to him for the 300th time about venting to someone I thought was a friend. I stayed silent because of these threats. But after Wednesday, after Chelsea posted the private video Aidan gave her, (the same one he threatened me with directly back on 10/2), and after the gaslighting posts yesterday, I don’t have a choice anymore. So here is the timeline. Here are the receipts. Here is what actually happened. September-October 2025- I Stayed Silent Through Months of Smear Campaigns For months, several creators repeated the same false narrative that “Aidan never said a bad word about Meredith.” Jess. Glarer. Auntie Deb. Kim. Ray from Dallas. Others. Meanwhile, Aidan was: • Badmouthing me privately and encouraging others to do so publicly, • Texting Joe “Flipperhead” entire paragraphs trashing me, • Aidan knew Joe would leak them (and even bragged on a stream that he did exactly that so he’d leak them), • Sending Jess Machado after me for months on her large platform, • Directing people behind the scenes to paint me as a villain. • Sending random people who supported me DMs to change their mind (yes Aidan, not everyone is fooled by your bullshit and they came right to me). I ignored all of it. I said nothing. I stayed silent through daily lies because I didn’t want to call more attention to it or face Aidan’s wrath. November 2025 -The Rumors About “March 4”, Joe Flipperhead Flips to Team Aidan Aidan texted Joe his entire made-up version weeks ago. Joe circulated those texts on purpose. Joe threatened me with posting a video montage of mine and Aidan’s private texts. Joe is a pussy so he eventually had Kristy post it for him. Creators discussed it publicly without me ever responding. I STILL didn’t defend myself. November 26-27, 2025- Ratchet Chelsea: The Full 48 Hour Meltdown 11/26/25- The Unprovoked Attack & The March 4 Video On Tuesday night, Chelsea came out of nowhere and launched herself straight at me, accusing me of all kinds of conspiracies from harassment to the horrific crime of sending a friend request, which is explained in vivid detail in the below post (she’s since gone somewhat viral, love this for her!) She spent the next 24 hours thoroughly embarrassing herself and the moment anyone challenged her story even slightly, she did what she always does: she imploded. Her accusations spiraled into her posting the March 4 video. On 11/26/25 at 11:08 PM, Chelsea posted the first clip–a blanket, context-less snippet of me drunk saying something I immediately apologized for the next morning. At 11:50 PM, I responded because at that point, I had no choice. 11/27/25-The Gaslighting & 9-Minute Backpedal Then yesterday, Aidan tried to save face by posting that he “didn’t want the video to be public.” And like clockwork, nine minutes later, Chelsea came charging into the comments like a Temu-sponsored bat out of hell, scrambling to apologize, trying to rewrite reality so it looked like he didn’t send her to do it. It was panicked, sloppy damage control. An amateur quality cover-up attempt that only made it more obvious how coordinated this all was. She wasn’t apologizing because she grew a conscience. She was apologizing because she got caught doing exactly what she’d been primed to do. I wonder if Aidan called her “you should’ve waited at least 20 minutes, dumbass!!!”. Not too bright that Chelsea. I can only imagine the regrets he must have for utilizing someone with the IQ of a pencil to do his dirty work. The Coordination Between Aidan & Chelsea Is Obvious Chelsea had virtually NO followers Wednesday morning. Aidan was one of the first. We’re supposed to believe someone with 150k followers just stumbled on an account that starts posting HIS private messages and HIS private videos? Kk. Aidan commented on her posts that same day, clearly encouraging it. She confirmed in my DMs back on 11/6 that she and Aidan were aligned. And she literally wrote at 4:04 AM that she had “proof,” videos & screenshots she would release if I didn’t “stop calling” her, calls she still hasn’t produced a single shred of proof of. Then yesterday within 9 minutes of his post, she writes: “Sorry for going rogue, Aidan, I hope you don’t hate my guts.” Going rogue? From WHAT? Who gave you the material in the first place? The coordination is obvious to anyone with functioning brain cells. The “I never wanted this public” lie Aidan’s post yesterday claimed he “never wanted this to be public.” If this were true, why did he instruct Chelsea to post it? Why did he share it with Jess Machado to threaten me with for the last month? Why did he share it with Joe Flipperhead, and God knows who else? If he didn’t want it public, he wouldn’t have shared it with anyone, let alone the girl I caught him cheating with. The timeline is clear– Chelsea posted a video at 11:08 pm on Thanksgiving Eve, I responded at 11:50 out of self defense. He leaked first. He escalated first. He weaponized it first. Trying to rewrite that now is gaslighting, pure and simple. He's been lighting matches behind the scenes for months, praying for this to go public. The “Meredith accused him of abuse” narrative is FALSE My actions tell the truth: • I never went to police. • I never filed anything. • I never told anyone he hit me. • I never repeated it. • I apologized the next day. • We stayed together for FOUR more months after that night. • He called me 100+ times some days, even indicating he’d end his life if we broke up. If he believed I was “dangerous,” his actions would have said that. They didn’t. The only reason this is public now is because HE leaked it. Actions > drunk slurred words said because a camera was shoved in my face when I asked him repeatedly to stop filming and to leave. The Wilbur Theatre Rumors—Let’s get petty for a second. This is another topic I’m cringing at discussing but we can thank Aidan for since he shared our sexual messages with Joe Flipperhead. And since some people (Auntie Deb, sweetie, this means you) insist on pushing their Dollar Store fan-fiction about the Wilbur Theatre night, let’s actually walk through what happened, using facts instead of whatever drug-induced hallucinations you’ve been spinning this week. The rumor goes like this- I was “mad at Aidan because we didn’t hook up,” and to “prove” it, they trot out a cherry-picked text where I said I wanted to hook up, he didn’t answer, and the next morning I said I was drunk and sorry. And somehow this has been spun into me being desperate, obsessed, or pining like a background character in a teenage soap opera. Adorable. Wrong, but adorable. Here’s the real plot twist-Aidan and I had already been together literally two days earlier, and shocker-that was initiated by him, not me. I didn’t just “show up at the Wilbur”. He invited me to come to the after party at Encore knowing I had a wedding earlier in the night. I wanted to see my friends there who I actually met to go with. This wasn’t a surprise, it was planned ahead of time. The “I was drunk, sorry” message wasn’t heartbreak. It wasn’t longing. It was me politely tapping the brakes because I didn’t even want to entertain whatever bad path it could lead us back down. And then? He texted me asking about my brother’s wedding, how I am, etc. I ignored him for a full week. Until I had no choice but to speak to him about MereNeill. That silence, from me, is what triggered his latest meltdown. Not mine. His. So no, Auntie Deb, your version isn’t “a different perspective.” It’s just wrong. Like wildly, hilariously, not-even-in-the-ballpark wrong. But sure, keep spinning fanfic if it makes your livestreams feel more exciting. I realize it’s probably been awhile since you’ve had any action since you’ve let yourself go so badly, so you live vicariously through others. Recap For MONTHS I ignored: • the texts he sent Joe to leak • the smear campaign • the creators parroting lies • the behind-the-scenes messages • the insinuations I hacked him and even shared revenge porn • the constant coordinated attacks • the threats of “turning me into the next Lindsey” • his warning that everyone would believe him because of his platform • the threats to contact my employer I didn’t clap back, didn’t retaliate, didn’t respond. But Wednesday, when Chelsea dumped the video he gave her, the same video she threatened weeks ago to drop, AND he posted pretending he didn’t want this all out? That was the line. They chose the nuclear option. Now I’m responding with facts in pure self-defense. Conclusion/Message for Temu Storm This entire mess could have stayed private. I wanted it to stay private. But when someone leaks your private moments, lies about your intentions, weaponizes your past, and coordinates an online attack, you either let the false narrative stand or you defend yourself. I’m choosing to defend myself with receipts, not gossip. With timelines, not “he said.” With evidence, not weaponized drunk clips. And then there’s Aidan’s favorite delusion. The claim that I was ‘working with Karen behind the scenes’ or ‘conspiring with her to get him in trouble for the recording.’ That could not be further from the truth. I didn’t even know he had recorded her until after she already knew about it herself. I wasn’t working with her, plotting with her, or communicating with her about it. She and I have always been friendly, but we didn’t even discuss the recording until it started leaking and Joe Flipperhead went feral on Twitter. Meanwhile, Aidan spent weeks screaming at me, accusing me of being some kind of secret double agent, like he was trying to create the betrayal he was terrified of. Almost a self-fulfilling prophecy. And here’s the reality: in the last few weeks, after he’s gone fully scorched earth on me, I have talked to her, and I support her 100%. The things he’s done to her over the past couple years, and the way he twisted it all for his followers, is the exact same manipulation I lived through. I’m not going into her details because that’s her story to tell… but let’s just say I have a feeling you’ll be hearing it sooner rather than later. And since this week has apparently become “Let’s All Fixate on Meredith Week,” let me address the content-creator sideshow, too. Some of you are strangers, while some I actually considered my friends. It’s shocking but not shocking how quickly you all flip a switch and follow your captain’s orders. Ray from Dallas spent his Sunday foaming at the mouth in a hostile little video about me, all bark, no substance. I saw it. I’m not intimidated. Mostly, I’m embarrassed for you. And your family(ies) will feel the same when your ass is doxxed next week. Can’t wait to tAkE tHaT WaLk with you! Then there’s Will, who’s gone on multiple streams calling me “crazy” and pretending he’s scared of me, despite me being nothing but nice to him. Why? Because he thinks I was the first one to tell Karen he heard the recording, which he absolutely did (unless Aidan is lying about who he played it for, but we know he’s actually telling the truth on this for once). She was informed of it the very next day, which is why she called you and you know this. This was two full days before I was even aware of a call at all. Will, for someone with your track record, maybe sit the “women are dangerous” narrative out. You’re not fooling anyone. I’m staring at 15 pages of police reports and no, it’s not all “things you’ve owned up for in the past”. You know this. Again, I’d take a very large seat here. And then my personal favorite-ex-fake friend Auntie Deb, who decided to spice up his Spaces on Thanksgiving by accusing me of distributing revenge porn with zero evidence, zero screenshots, zero anything. A completely fabricated felony tossed around like it’s gossip hour at the bingo hall. Considering your own professional history, James, I’d hope you of all people would understand how catastrophic false accusations can be, but apparently not. It would be a shame if I were to share the real reason around your separation at the middle school and how you wanted to bring Turtlenoy into it. This is all based on the several witnesses I’ve spoken to. See how that works? You announce things as fact based on something someone told you. I wonder if you’ll have that same enthusiasm when the topic is you. TBD. I’ll wait for that retraction about revenge porn. Ball’s in your court hun. And of course, there’s Jessica Machado, who’s been grinding this axe for months like it’s her full-time personality. Hos long did you cry when Chelsea beat you to the punch with that video? Don’t worry hun, there’s more but she didn’t post it because it’s not great for your fairytale. If you thought the fall-out of Kate’s video was bad, Jessica…stay tuned. I may have been momentarily distracted dealing with the chaos from Temu Chelsea, but there’s an army of your victims out there that are eager and ready for your downfall. The false claim that I shared “revenge porn,” the conspiracy theories, the wild accusations you present as fact, all of it. The 10+ streams you’ve now defamed me on. You’ve been so obsessed with me for so long that you can’t even keep your own narratives straight anymore. I love this so much for you. Let me be crystal clear–I am done being all of your punching bag. You love to spin this narrative that I’m this dangerous person. You’d think you’d lay off from constantly f*cking with me if you truly believed that. I would genuinely love for this nonsense to stop. But that requires ALL of you to stop manufacturing drama, stop lying, and stop weaponizing made-up crimes for clicks. And if they want to keep going? I’ve got plenty of content for many seasons to come.

Meredith O

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