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@mopan_ai @dill_xyz_ | prev secure3, goldman, yale

Joined April 2022
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end of an era
Galxe is consolidating its team and brand under Gravity to accelerate the development and adoption of Gravity L1. Over the past five-plus years, we’ve helped pioneer Web3 questing and given projects new ways to connect with users and build communities. We’ve served 36 million users and supported more than 7,700 partner projects through campaigns, credentials, and loyalty programs, helping people discover new projects, contribute to their ecosystems, and earn recognition and rewards. We’re bringing that experience and the relationships built along the way into our work on Gravity. As part of this consolidation, we will wind down Galxe Quest, Galxe ID, Galxe Passport, and related services. Gravity will continue operating as usual, with no changes to the G token as part of this transition. Starting today, Spaces can no longer create new campaigns. New Galxe+ and Galxe Score subscriptions and Galxe Passport minting are also no longer available. December 5, 2026, will be the last day to participate in campaigns. No campaigns will remain active after that date. On December 15, 2026, campaign reward claims will close, and the entire Galxe website will switch to read-only mode. Please claim any outstanding campaign rewards before December 15. User assets remain safe, including Smart Savings balances, staked G that has not yet been withdrawn, and G tokens held in wallets on Gravity Alpha Mainnet. These assets will follow a separate claim process and timeline. We will publish the details and instructions in a follow-up announcement on our official X. Thank you to the users, builders, and partners who helped shape Galxe. We look forward to continuing to build with you on Gravity.
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🐮🍺
Chinese 𝕏 is 牛逼
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chasing chips
Chasing Alice is about to release on #Mopan
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this is cold bro
The Democrats have solved the inflation problem in 24 hours: Everyone is poor now.
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?
Top of the Democratic agenda on day 1 needs to be a pause on advanced AI development, regulation of this out of control industry, and a ban on artificial superintelligence.
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K3.1 Pro works directly in the tools used by the 3D modeling and game industries - Blender, Unreal Engine, Godot, and CAD. On BenchCAD, which tests 3D reconstruction from multi-view renderings through CAD code generation, it scores 92.7% with tools, approaching Claude Opus 5.5 (96.2%) and GPT-6 Astra (95.9%). K3.1 Pro can deliver a fairly complete project, from asset construction to scene assembly, animation, and rendering.
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0xted retweeted
The recent security incidents involving Bybit, Bitget, and now Binance should serve as a wake-up call for every leader in the crypto industry. Security should never be an area of commercial competition. It is a shared responsibility to protect our customers and the entire industry. Over the past decade, major crypto exchanges have made significant progress in protecting private keys. We have seen relatively few incidents involving direct private key compromises in recent years. So far, we have not seen conclusive evidence that Binance’s hot wallet private key was leaked. The greater concern may lie in vulnerabilities in access controls and wallet management systems. Companies that have never experienced a major security incident should not assume they are inherently safer or immune to attacks. At OKX, we have built multiple layers of sophisticated security protection and maintained a strong security track record over the past decade. But we also recognize that no system is absolutely secure. We must remain humble, vigilant, and constantly challenge our own security assumptions. A major security breach at any exchange undermines trust in the entire crypto industry, ultimately hurting every company and every customer. I believe CEOs across the industry need to come together, just as we did during the Bitcoin fork crisis in 2017, to establish stronger industry-wide security standards and coordinated response mechanisms. For example, transfers and settlements between verified exchanges could be processed in real time, while large withdrawals to unknown or unverified addresses, as well as transactions granting smart contract permissions, should be subject to additional verification and appropriate security delays. Crucially, these safeguards should be enforced at the cryptographic signing layer, rather than relying solely on application-level controls. Even if an attacker compromises an exchange’s wallet management system, they should not be able to bypass these fundamental security restrictions. We should also establish industry-wide mechanisms for real-time security incident notifications, coordinated monitoring of suspicious funds, and rapid responses to potential attacks. Exchanges, stablecoin issuers, and other major industry participants should work together to enable the rapid, lawful temporary freezing of suspected stolen assets when necessary. We should also work together to accelerate the industry’s transition to quantum-resistant cryptography and strengthen our defenses against emerging AI-powered security threats. These are long-term challenges that no single company can solve alone, and they require coordinated research, shared standards, and collective action across the industry. Security is everyone’s responsibility. No company can protect the future of crypto alone.
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glad to be contributing to this, nice work gary
The 9th covenant of AI Agents: ERC-8468 Agent Safety Framework draft Addressing the growing number of agent safety issues of late, including payment security, information security, intent security, and more. ethereum-magicians.org/t/erc…
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the invariant is april 1st?
Formal Verification is going to be so hot in April 2027
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no one is safe
Everyday is zero-day these days
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先舆论压低市场 然后400亿抄底买卡?
Replying to @chamath
Pretty much. As of the past few weeks, debt markets have almost entirely shut off access to money for any company that doesn’t have substantial revenue independent of AI data centers. SpaceX closed $40B of debt for GPUs, but we’re investment grade and have Starlink & launch revenue. That means the 200+ neoclouds are going to see guppy-level death and consolidation. Some will make it through, but not many.
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beyond crypto ~= we no longer invest in crypto
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On the foundation of the series of base-layer frameworks now complete, the superstructure of AIFi's economic units and economic value was also built today, receiving ERC-8454. AI economic value can be abstracted into a variety of structural elements — value sources, sinks, resistors, capacitors, masses, conductors, valves, controllers, and more. The financial circuit theory of 2022 has finally been realized in code, with the help of AI. ethereum-magicians.org/t/erc…
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看了一下DeepInfer的数。我觉得吧,前几天大家转载的那个SiliconData Index的价格,未来一年估计还得不回头地跌个95%+,具体什么时候影响到GPU Rental rate蛮难预测的。 这个价格体系下,梁圣买张卡估计100天就回本了。一旦有朝一日token价格真的暴跌到影响rental rate,所有股价肯定已经跌了一大轮。 给大家几个数,所有的数都是$ / 1 mm token,基本上1mm token 95% cached = 100-150页的薄书. - Dylan一直在说Jane Street的变现价是$100-200 USD / 1 mm token - Opus 5.5 / GPT Astra 的价格在deepinfer的体系下大概是1-2 USD / 1 mm token,比标价便宜个80-95% - 变态的来了,Deepseek 4.1 Flash off-peak的价格在这是1.5美分,又比SOTA便宜个90%。 - 按照一般的大B300 Cluster,根据deepinfer的计算,一个GPU大概能每小时产出2.7 Bn token, 成本换算过来大概是0.25美分 / 1 mm token,这已经比我想象中便宜很多很多了。之前算过我记得是15美分 / 1 mm token,不过没有计算cache。这个level的成本大概率是大机房+高使用率+超高存储时间,一般机房估计都做不到这个theoratical. - 这也就是大家看到的80-85%毛利 (1.5 / 0.25)。DeepSeek要是以比这个利润率稍好的功率赚钱的话,一个B300大概2-3个月回本,而不是8个月。真是无与伦比的暴利,比贩毒爽多了,自然是砸锅卖铁也要走私B300。 - 如果B300按照break even算的话,那么成本大概是0.13美分 / 1 mm token. 然后原材料其实是B300 ~600k价格的6%不到(按照产业链毛利计算)。 - 所以最后算下来马斯克如果去完全积压的话,每1mm token的最终生产成本可能是0.01美分, or 0.0001 USD。这基本上跟免费差不了太多了。 这种屠夫版的价格我不知道你怎么看,但是when you see the headline API price of Opus @ 8/40 USD input/output,我只能感觉说只要OSS + Post-train和中国模型蒸馏大法能够持续跟随 + 没有新的breakthrough,token 价格未来一段时间应该是以断崖式的下跌。至于什么时候触碰到rental rate, maybe someone smart can tell me.
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the new UBI
Next year, I will give one of my SpaceX shares to every kid in America. This will be the first of many.
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wtf?
Turns out the future does have flying cars
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mark
【 $BTC 链上指标更新】今日刚叉
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mark his word?
JUST IN: Tom Lee predicts Ethereum $ETH will surpass $5,000 by the end of this year.
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