devilon
745 posts


AMD CEO Lisa Su just killed Nvidia’s $4,000 AI box with a $1,499 lunchbox. She walked on stage, held it in one hand, and ran a 235 billion parameter model live. No data center. No cloud. No rented GPU. The chip inside is something nobody saw coming. AMD’s Ryzen AI Max+ 395 is the first x86 silicon where CPU and GPU share the same 128GB of memory. That single trick lets a desktop run models that used to need a server rack. Out of those 128GB, Linux hands the GPU 110GB to play with. For context, an RTX 5090 gives you 32GB. A 4090 gives you 24. This box gives you more than three times either of them, in a chassis the size of a thick paperback. The benchmark that broke the room: this chip beat an Nvidia RTX 5080 by more than 3x on DeepSeek R1 inference. A $1,499 lunchbox outrunning a $1,000 discrete graphics card on a real AI workload. Nvidia spent a decade convincing the world you needed their hardware for serious AI. AMD just put that on a desk for half the price. Here is what nobody is telling you. A heavy AI user right now pays $200 for Claude Code Max, $200 for ChatGPT Pro, $20 for Cursor, $20 for Gemini. That is $5,280 a year leaving your account. The box pays itself off in 9 months and then runs free for the rest of its life. Install Ollama. Pull Qwen3 235B. Point Claude Code at localhost. Same interface you already use, except now nothing leaves your machine, nothing costs per request, and no company throttles your usage at 3am when you finally have time to build. This is the moment every AI subscription becomes optional. Lawyers stop fearing OpenAI leaks. Developers stop watching the token meter. Founders stop renting H100s for prototypes that never ship because the bill scared them. The first thousand people to figure this out will own the next two years of private AI consulting. Save this, and read the full breakdown article below you are watching the next shift hit before everyone else does.





Last night was a good reminder that football doesn't care about your analysis ⚽ I expected Switzerland to beat Qatar. But because of bankroll management, I also put $2 on the draw. That $2 turned into $40 💰 Sometimes the craziest outcomes are the ones nobody expects. That's why I love prediction markets on @Polymarket. The biggest surprise for me wasn't Qatar. It was Turkey. They attacked, created chances, pushed all game... and still couldn't score. The funny part? Most of my other reads played out almost exactly as expected. You don't win prediction markets by being right every time. You win by managing risk when you're wrong. Football will always find a way to surprise us 👀



Yesterday I tested Brazil win + Over 1.5 on Polymarket. One leg was right. Brazil vs Morocco ended 1-1, so Over 1.5 hit. But Brazil could not finish the job. Morocco scored first, Brazil answered through Vinicius Jr, and after that the game got stuck. Brazil had the names, the pressure, the expectation. But Morocco defended well and did not let them find the second goal. So the combo died on the Brazil win leg. Over 1.5 worked. Brazil win did not.



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I plan to get 82% profit. Stats: 4 wins and 1 loss World Cup. Netherlands vs. Japan. Match Analysis Odds for a Netherlands win: 48%, a draw: 28%, Japan win: 27%, both teams to score: 55%, over 2.5 goals: 48% > The Netherlands team begins the tournament in an uncertain position > Their friendlies haven't been particularly convincing, and Timber's injury and Verbruggen's problems are troubling Koeman > However, the "Orange" team's only goal remains top spot > Japan is stable and calculating > Hajime Moriyasu decided to give his hard-working, high-pressing team enough time to rest, adapt to the climate, and prepare specifically for the game against the Netherlands > This game will almost certainly decide the fate of top spot in the group, but a lack of match practice often leads to problems Join the Firefly promotion, choose your team, and we'll give you a free $15 bet They also have a $50,000 prize pool You can register and try your luck here: firefly.social/event/fifa?sid… The Netherlands likes to start World Cups strongly, but Japan has been playing very well for quite some time, so I'm betting on both teams to win for 55¢ Who do you think will win today?







went with brazil 🇧🇷 market gives them 59% highest of all three options morocco is solid defensively but brazil creates chances in every game. logic is simple placed $5 on @Polymarket. to win $8.47 let's see what happens at 1am who are you betting on tonight?






