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全平台在线观看人数 ATH 310+ 🎉课程越做越好了。 实战家分享第七期圆满结束！Chloe 老师用 2 小时，从指标口径到实际案例，讲透了「从数据到决策：如何做好 Business Intelligence」。 感谢每一位到场的朋友，下期见！ #BI# #数据分析# #Web3# #GDBS##moledao#

What we shipped this week @google Monday: Two new 8th-gen TPUs Tuesday: Gemini 4 Carbon - AlphaProof Code verified Signal protocol - Gemini Robotics 2.5 Wednesday: AlphaGenome 2 for disease research - Gemini Decisions API in AI Studio Thursday: Gemini 4 Hydrogen - intelligent eyewear pre-orders Friday: U2 new album (ok not us but exciting!) onwards!

This slide from the Anthropic IPO roadshow was a big factor in my decision to leave. It’s an insane plot and I’m surprised they made it public. It shows the compute efficiency of pretraining over time. The y-axis is a **log scale**: they are seeing continued superexponential algorithmic progress. Mythos was not a one-time deviation, but a point on a superexponential. They could already retrain Mythos with a fraction of the compute originally needed. It doesn’t strictly imply a software-only intelligence explosion- they have been spending more on R+D. But algorithmic improvements do not require ridiculous creative genius and are on the verge of being automated. You do the math.

Personal Intelligence in Gemini securely connects information from apps you already use to make your experience more personalized and helpful. Today, we’re adding Google Wallet to the list of connected apps so you can get more tailored responses in the @GeminiApp around personal finance questions, based on your spending habits, including: 📈 Generate dynamic charts tracking cash flow, asset allocation, and budgets directly in your chat to help you visualize your spending. 📅 Find forgotten subscriptions and recurring charges across your linked accounts, and Gemini will also flag any price increases. 🎁 Set a budget for the holidays by asking “How much did I spend on gifts and travel last year? Use that to help me set a holiday budget” and Gemini will look at your transactions from the last year to suggest a budget tailored for you. You’ll also have the option to securely link your financial accounts from your credit cards and banks to Wallet via @Plaid to unlock deeper insights.

GCSA Insight: Critical Security Vulnerability Discovered in a Leading Robotics Manufacturer’s Product, with System-Level Privilege Compromise Verified on Physical Hardware As artificial intelligence and embodied AI technologies continue to advance, robots are evolving from conventional automated machines into intelligent systems capable of perception, decision-making, and autonomous operation. At the same time, cybersecurity risks are extending beyond software and data into the physical world. The security of robotic systems is no longer solely a matter of protecting data and devices; it can also directly affect operational safety, physical environments, and user safety. Recently, the security research team of the Global Cybersecurity Alliance (GCSA) discovered and verified a critical security vulnerability in a product developed by a leading robotics manufacturer. Through in-depth analysis and multiple rounds of testing on physical hardware, the team successfully breached the device’s system security boundaries and obtained the highest level of operating system privileges in a real-world device environment, demonstrating the vulnerability’s actual impact under specific testing conditions. This research encompassed the entire process, from identifying the security flaw and assessing its risks to validating its impact on physical hardware. The findings also highlight significant challenges facing the underlying security mechanisms of embodied AI systems. The research findings and supporting evidence have been formally submitted to the manufacturer. On November 13, 2026, the manufacturer responded by email, preliminarily confirming the existence of the vulnerability and stating that it had initiated internal remediation efforts and an assessment of the scope of affected products. It is important to emphasize that confirmation of a vulnerability does not mean the associated security risks have been eliminated. GCSA will continue to monitor the manufacturer’s assessment of the affected scope, remediation plans, and subsequent security validation, and will update its research findings as new information becomes available. For intelligent systems capable of physical interaction and movement, timely, effective, and verifiable security remediation is particularly important. In accordance with responsible vulnerability disclosure principles, GCSA is currently withholding sensitive information, including the manufacturer’s identity, specific product details, the vulnerability’s underlying mechanisms, and exploitation methods. GCSA is currently seeking guidance from relevant authorities and regulatory bodies regarding the associated security risks. Taking into account the manufacturer’s remediation progress and a comprehensive assessment of potential security implications, GCSA will carefully determine the appropriate arrangements for further disclosure. Subject to appropriate conditions and upon obtaining the consent of the relevant authorities and regulatory bodies, GCSA will publicly release a detailed security insight report, providing the industry with ongoing updates on the research findings and associated risk assessments. The findings of this research are based on specific testing environments and the evidence obtained to date. They do not imply that other product models or similar robotic systems are affected by the same security issue. This security research and validation on physical hardware represent one of GCSA’s initiatives in the field of embodied AI security. GCSA will continue to advance security research, coordinated vulnerability disclosure, and industry collaboration to promote stronger security response mechanisms across the artificial intelligence sector, enhance product security, and strengthen industry trust. 🔗 Read the full report: · Stay Connected with GCSA Follow GCSA's official social media channels for the latest news, product launches, research developments, and ecosystem updates. GCSA Official Telegram Channel: GCSA Official WeChat Account: #GCSAInsight# #GCSACybersecurity# #GCSASecVibe#

Over the past few months, we have restructured MEGA to move in a new direction. We’ve brought together new capabilities and reorganized our teams, a process that has resulted in a 20% reduction in our staff. These are people who helped build MEGA from its earliest days ( building out the chain / wallet, supporting our ecosystem, and telling our wild stories). To everyone who is leaving: I appreciate you. Your work is foundational in what we’re doing next. If you are hiring, please reach out. These are some of the best people we have worked with, and we will gladly make introductions. Our founders, early employees and core engineering team remain committed to MEGA and to the work we started three years ago with MegaETH. We believe cryptography and distributed systems will change how the world produces and accesses purified intelligence. We have a lot to prove, and a lot of work ahead.

Dylan Patel says Alice Huang was telling everyone on WeChat she could get them Nvidia chips in China, and Jensen probably knew "I actually don't think she's a spy in the colloquial sense. And I don't think she's a honeypot in the colloquial sense. She is a well-connected individual in the Chinese, you know, business world and family." "And if you're well connected in China, if you're well connected in America, you will talk to intelligence agencies when they tell you to." [ The CIA was asking me for your personal phone number and I had to tell him to take a hike. ] "She was clearly like showing everyone on WeChat she is close to Jensen and can get them chips in China. Jensen, did he know? Probably." "But like Super Micro didn't have to honeypot Jensen to ship billions of dollars of servers to China, right?"

🧵 BNB Chain Recap Last 24H 1/ DeFi & Trading • @Aster_DEX → added Spot trading support to Aster Vault alongside Perps. • @lista_dao → added 5 new bStocks as collateral to Lista Lending, alongside new USDC and fixed-rate lending markets. • @pancakeswap → launched a MAG7Xon Syrup Pool with Ondo, distributed Ondo Intelligent Portfolio tokens to eligible traders, and expanded to 8 additional chains with an 88% LP fee share. • @VenusProtocol → enabled stablecoin borrowing against 20 tokenized stocks and ETFs through Venus Spoke. 2/ AI & Infrastructure • @flapdotsh → integrated Binance Account Bound (BAB) Token into its Agent ID Launch bonding curve. • @pieverse_io → introduced Confidential Agents, protecting agent memory and credentials using Intel TDX and Google Confidential Space. 3/ Rewards & Community • @predictdotfun → opened Season 1 $PREDICT airdrop claims, offering 35% instant unlock or 100% vesting over 12 months, starting November 18.

Here’s why Jensen Huang did NOT fall for a “Chinese honeypot.” 1. China doesn’t actually want Nvdia chips. They ordered their biggest tech companies to CANCEL orders. 2. Almost 1 MILLION Nvidia chips are stranded in Hong Kong as China won’t let them in the mainland. 3. Nvidia itself said China tells customers to purchase and use “China-based competitors” 4. Commerce Secretary Howard Lutnick admitted it’s because using Nvidia gets China "addicted to the American technology stack” 5. Alice was DISOBEYING China by smuggling chips. Chinese authorities were INVESTIGATING her. 6. The ONLY source of her being a honey pot is “U.S. intelligence”. NO ONE knows what the intelligence actually is.. 7. The US Attorney General admitted the DOJ has NOT determined she was a spy… Fake news took down one of the most powerful CEOs in the world from the company he founded. Thats what happens to non-pedo billionaires.

President Trump says, "China and these people, they copy. They pirate so much. Here's a chip [NVIDIA] that's so complex, so brilliant, that you can't copy it." 🇺🇸 🇨🇳 China’s industrial model is organized around copying, pirating, and theft of Western intellectual property is simply the truth of the last forty years of global economic history, and saying it plainly used to be considered too impolite. Chinese technology sector was built on American or allied technology acquired through joint ventures, state directed cyber theft, academic infiltration, or outright corporate espionage.