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笑死，一个朋友嫌 Seedance 做视频太贵。🤣 转头花了十几万，组装了一台 RTX 5090 机器，专门在本地跑 MiniMax H3 视频工作流。 今天跟我聊天，我给他看了下 Veo + Fable 5.2 做出来的 AI 视频。 他看完沉默了半天： “怎么感觉比我本地跑的效果还好……” 本来想省点 AI 视频生成费，结果直接把未来几年的会员费一次性交了。🤡

🚨 فضيحة تقنية مدوية من NVIDIA! لقد بيعت لك كروت الشاشة بإنتاجية مقيدة نصفياً.. والآن تم كسر القفل رسمياً! 🤯 🛑 فريق من المطورين أطلق أداة مفتوحة المصدر باسم gpu-unlock تقوم بإزالة القيود البرمجية التي تفرضها إنفيديا على كروت GeForce المنزلية لإجبارك على شراء الكروت الاحترافية الباهظة! 🛑 القفزة الخارقة في قوة المعالجة: • RTX 3060: ارتفعت القدرة من 27 إلى 51 TFLOPS (+87%)! • RTX 3090: ارتفعت القدرة من 75 إلى 125 TFLOPS (+65%)! • RTX 4090: قفزة أسطورية لتصل إلى 329 TFLOPS في ذروة الأداء! 🛑 ما الذي يعنيه هذا عملياً في الذكاء الاصطناعي؟ 1️⃣ توليد الصور: تسريع العمليات بنسبة تصل إلى 30% - 55%! 2️⃣ تدريب النماذج: سرعة إضافية تتراوح بين 25% - 50%! 3️⃣ توليد النصوص: تسريع إخراج أول رمز بنسبة 25% - 30%! 🛑 السر الأكبر؟ بدون تعديل الـ BIOS، وبدون تعديل الدريفرات.. نفس الدقة والأمان ولكن بسرعة تضمن لك تحرير قوة كرتك الحقيقية بالكامل! 🛑 رابط مستودع GitHub المباشر تجدونه في أول تعليق 👇 🛑 احفظ التغريدة بمفضلتك فوراً قبل حذفها ومشاركها مع كل مهتم بالذكاء الاصطناعي 👇

On rigole de Jensen mais on est morts les gamers. La seule raison pour laquelle Nvidia continuait à produire des RTX pour les particuliers, c’était grâce à lui qui voulait permettre à tout le monde d’en avoir. Depuis que l’IA représente quasiment tout son chiffre d’affaires, Nvidia n’a plus de raison d’en produire pour nous et gagnerai bien plus à focus uniquement les pro. Maintenant qu’il n’est plus là, considérez votre RTX comme de l'or.

Introducing Edge0-145B and Edge0-120B, @Edge0_AI’s first device-native 100B-class foundation models with open weights. Cloud-level intelligence on your laptop. Free, offline, and fast enough for real vibe coding. - Smart: beats Claude Opus 4.6 on Terminal-Bench 2.1 (86.5% vs. 78.2%) - Light: needs just 29G memory, 1/3 of a standard setup (100G+) - Fast: decodes 75+ toks/s, prefills 1050+ toks/s on RTX Spark and Mac. - Steady: handles 128K–256K tokens of context without slowing down, even on long tasks Frontier-class agentic coding. No cloud API. No token bill. Your code and data never leave your machine. Open weights are live on @huggingface. Run it locally or plug it into your favorite coding agent.

晚上把书房那台闲置的 RTX 4090 主机拉了出来，试着跑刚开源的本地端侧多模态模型 + 实时画面识别，本想让它盯着我桌面的咖啡杯，水温凉了就在 Telegram 上叫我一声。 好家伙，随便丢给它一个常驻后台的提示词，结果它把桌面上喝空的半罐乌龙茶识别成了“未知危险液体”，直接通过 HomeKit 把书房的换气扇开到最大，风扇呼呼吹了半小时…… 人一旦太无聊，真的会花一万块钱的硬件干一些智力堪忧的事情。

Trade your shielded $ZEC for confidential USDC on Ethereum, without ever unshielding it. No bridge. No custodian. No wrapped ZEC. And the amount never shows up on chain. I connected @zama and @Zcash to make it work. Live on testnet 👇 What it is ZEC Desk is a small trading desk on Zama's FHEVM, on Ethereum Sepolia. On one side there's cUSDC, a dollar token whose balances are encrypted. On the other side there's shielded ZEC on Zcash testnet. You can trade either way. Built on Zama's model Zama's Confidential RFQ is already live on Ethereum mainnet, open to everyone: It runs confidential swaps with encrypted quotes, a sealed-bid pick on chain and a hidden floor. ZEC Desk takes that same model and extends it to native shielded ZEC. Zama's swap settles both legs on one chain, inside its own contract, so a Zcash leg can't plug into it directly. Here that leg lives on Zcash and settles minutes later with a proof, so the mechanics run in my own contract. It's a sketch of how native ZEC could sit next to Zama's swaps one day, with no wrapped token. How a trade works (buying ZEC) 👇 1️⃣ You lock cUSDC in the desk. The amount is encrypted. 2️⃣ Makers send encrypted quotes. Nobody sees anyone else's price, or the minimum you'll accept. 3️⃣ The contract picks the best one under FHE. 4️⃣ The winning maker sends shielded ZEC to your Zcash address, with the order's reference in the memo. 5️⃣ A zero-knowledge proof shows that payment happened, and the contract releases your cUSDC to the maker. If no proof arrives in time, your cUSDC comes back to you. Selling is the same in reverse: the maker locks cUSDC, you pay the ZEC, and the proof releases the cUSDC to you. Why these pieces Each piece does one job. Zcash keeps the payment private. Zama keeps the amounts encrypted and can still compute on them. Seam, the Zcash light client I built last month, connects the two: a contract checks every Zcash block header itself, and a RISC Zero proof shows a shielded payment reached the right receiver. The transaction, the note and the address never touch the EVM chain. The masked amount This was the hard part. Seam's proof used to write the paid amount in the clear, and ZEC amount × price gives away the dollar amount. So the amount is masked. The contract adds an encrypted one-time mask to the encrypted amount and reveals only the sum, which looks random to everyone else. The mask comes from a secret that the side receiving the ZEC hands to the payer. The proof checks that the payment was at least the sum minus the mask, and never states the amount. One-time pads are old, and Zama's RFQ uses one too. Using one to hand a value from FHE to a ZK proof is the part I haven't seen before. If you have, please send it my way. No vault, no signers Seam can read Zcash, but it can't take ZEC from anyone. So the design never needs someone to pay ZEC on someone else's behalf. Whoever pays, pays from their own wallet, and the escrow on the EVM side enforces the deal. The side that paid the ZEC can prove it itself, so nobody depends on the other side's goodwill. Seam does more than this Any EVM app that needs to know a shielded payment happened can use Seam: pay-with-ZEC checkouts, escrows, payouts, cross-chain orders. This desk is one example. Where it stands ↓ Testnet only, unaudited. On 12 November 2026 I ran a Buy end to end: ➡️ Settled with a proof: ➡️ One proof: 2 minutes on a rented RTX 4090, about $0.25 for the whole session ➡️ Gas per Buy on Sepolia: about 7.6M, in six transactions ➡️ A Sell also ran on Sepolia, up to the maker locking its cUSDC; it settles through the same proof step ➡️ Seam's light client is now deployed on Ethereum Sepolia too, next to Base Sepolia Where it can go ↓ → The desk only needs Zama's FHEVM and a cUSDC. Both already run on Polygon, where following Zcash costs a fraction of Ethereum mainnet. → Zama keeps adding chains. On any cheap EVM chain it reaches, the same desk can run, and if it comes to Base, Seam's relay already runs on Base Sepolia. → Zama's roadmap also goes beyond the EVM, to chains like Solana. Seam's verifier would need a port there. → On Ethereum mainnet, following Zcash header by header would cost over 2B gas a day, so batched header proofs are next for Seam. What it can't do yet - Settlement takes minutes, not seconds. Zcash confirmations set the pace, not the GPU. - Right now I'm the only maker, and a maker needs ZEC, cUSDC and a GPU. - Amounts are hidden, but EVM addresses are public. Read more ↓ Seam on Seam: ZEC Desk:

any ladies out there disgusted by the jensen huang cheating allegations? if you own an RTX 5070 or higher, it’s time to take a stand sell that disgusting piece of hardware to me for $50 don’t let that man’s GPU sit in your house. know your worth ladies

pearl-2:native 显卡挖矿收益榜：RTX 5090 日赚 37.82 元，RTX 5070 回本最快 PRL (Pearl) 显卡挖矿收益榜单更新。按照 91 挖 11 月 11 日的数据，以电价 0.7 元/度计算，目前榜单列出的 11 款主流显卡均为正收益。 收益最高的仍是 RTX 5090，日净收益约 37.82 元，每日产出 4.58 PRL，但按当前卡价 29,799 元计算，回本周期约 26.3 个月。 其他热门型号： - RTX 4090 24GB：日净收益 32.24 元，回本约 22.4 个月 - RTX 5080：日净收益 21.82 元，回本约 14.9 个月 - RTX 5070 Ti：日净收益 19.52 元，回本约 13.1 个月 - RTX 4080 Super：日净收益 17.91 元，回本约 16.6 个月 - RTX 5070：日净收益 13.57 元，回本约 12.7 个月 - RX 9070 XT：日净收益 10.45 元，回本约 17.5 个月 从回本周期看，RTX 5070 反而是榜单中回本最快的型号，约 12.7 个月；RTX 5090 虽然每天挖得最多，但购卡成本也更高。 需要注意，以上收益按 0.7 元/度电价计算，尚未扣除 3% 矿池费，也未计入托管、折旧及币价波动。挖矿收益不等于实际投资回报，PRL 价格和全网算力变化都会影响最终回本周期。