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The spy hoax flopped. So they pulled a new rabbit out of the hat. Right when people finally started seeing the witch hunt against Jensen Huang for what it is— right when the sympathy turned— the Ivy League spin doctors ran the same play again. Same quiet weekend. Same meaningless signature stunt. Same goal: kill the heat and let Anthropic (@AnthropicAI) walk away clean. Please. I could sign Putin and Kim Jong Un onto that standwithjensen list myself. And you know what hurts? It worked. Again. I'm nobody. No clout. No machine. No PR firm. But I have a conscience. And my money goes where my conscience goes. Zero shares. Zero derivatives. Zero exposure. Not me. Not anything I own. Not a dime for $ANT.
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My first merge ever 👉🏼👈🏼 A year ago I didn’t even know what "PR" meant. Today something I built is part of the Hermes ecosystem, and it’s the first code I’ve ever submitted anywhere. As an engineering dropout, it blows my mind. It might not mean much to the average dev, but for a meat proxy like me, it’s a huge deal. Thank you @Teknium, @witcheer and the @NousResearch team for the Hackathon and for the incredible community you’ve built around your mission. Fuck tyrants. Open source will win 🪽
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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#
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Leo Messi official statement 🚨🇦🇷 "I want to publicly apologize to Cristiano for not sending a personal message of congratulations when he retired from the national team. My silence was not meant as a sign of disrespect." "At the time, I honestly did not deem it necessary to reach out publicly, primarily because we are colleagues and professionals, but we are not close friends who share that level of personal communication outside the sport. I had absolutely no idea that he would take my silence personally or as a slight. I wish him the very best in his retirement." 🇦🇷🇵🇹🤝
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Doing a bit of a self-experiment. Goal: use my personal health and travel data to provide personalized diet and exercise recommendations for me, using frontier models but in a way that avoids leaking to them any private information. Strategy: use a local model (Qwen 3.8 Flash Next) to orchestrate, and use powerful remote models as a tool call to benefit from higher-level thinking and knowledge that the local model does not have. Three-layer approach to privacy: Avoid leaking personally identifiable information, or leaking my identity through writing style -> local model writes the queries to the frontier model, not me Avoid leaking who I am through the payment channel -> zkAPI Avoid leaking who I am through networking / IP -> Tor You need all three (and finally we have all three, at least to some extent) A skill file teaches the local model when and how to construct minimally-data-revealing requests to remote models. Use zkAPI-wrapped-with-Tor as a CLI tool. And everything works! I got the recommendations back, info from frontier models helped to improve them. Main deficiencies: * Tor is really not optimized for request-by-request de-linking, which is the only form of network-layer privacy that really makes sense in today's world (long-running identifiers are too fragile). Probably not private enough, and latency 10-100x higher than it could be, at the same time. * The skill file's request construction strategies are definitely far from optimal. * Qwen 3.8 Flash Next is still too slow for comfort. It's comfortably running at 20-30 TPS, but it would only really start to feel fast at 100+ * There is a tradeoff: the more careful you are about what data you give to a remote model, the less it can help you
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BTW See how this account says NIGERIA? yeah that’s means it’s NOT ME. Ytf would I ever be in Nigeria? stop being a fucking idiot and stop getting catfished
y’all… WE JUMPED 📈🔥 “Quit” went from #29# to #23# on Texas radio this week. 🎶 six spots in seven days. that’s not me, that’s Y’ALL. Thank you TX radio. We don’t quit! 🤎 #countrymusictiktok# #newmusic# #quit#
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I put a whole C. elegans nervous system on BNB Chain as a deterministic spiking network that runs 100% inside one verified smart contract. 302 neurons, 5,144 synapses, Q20 fixed-point — every voltage, spike and turn is on-chain state. Live on mainnet right now: tick 5 and climbing, connRoot 0x38dc5c12…4d8cac, at 0x49E89C58bA3b1f4BEe9a9CFdbC00628cB33fC6A3. What it is not: not an electrophysiology clone — the chemical synapses are a modeling abstraction, not measured biology; the steering toward food is a hand-written controller running on a connectome-shaped substrate, not something that emerged from the wiring; and it is not a token — there is nothing to buy. Along the way I found and fixed a real bug: the synapse direction was transposed, so my Python spec and the contract had agreed on a mirrored network. I corrected the build and re-seeded a fresh, direction-correct brain from a deterministic genesis, with connRoot == keccak256(blob) verified on-chain. Read / reproduce it: Live dashboard (read-only): JSON API: Verified source: Code + spec:
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$ABEG: PRESERVING A CULTURE, BUILDING A MOVEMENT, SOLVING REAL PROBLEMS. By Godspower Odok | Connect The Dot Global There are words that communicate meaning, and there are words that carry the identity of a people. $ABEG represents both. In Nigeria, “abeg” is more than a word. It is part of our everyday conversations, our humour, our relationships, our negotiations, and our expressions of compassion. From the streets of Lagos to homes across Nigeria, from informal conversations among friends to serious requests for assistance, abeg has become a familiar expression in our social vocabulary. We say it when we need help. We say it when we want someone to reconsider a decision. We say it when we are appealing for understanding. Sometimes, we use it playfully. At other times, it carries the weight of a genuine need. Abeg is a cultural expression that connects people through the language of appeal, humanity, and shared experience. And this presents us with a question: What if we could build something meaningful around a word that millions of people already understand? WHY $ABEG DESERVES SOMETHING UNIQUE Cultures are not preserved merely by remembering their words. They are preserved when people find new, meaningful ways to express them across generations. We live in a world where technology is changing how people communicate, transact, organize, and solve problems. Blockchain introduces another opportunity: the ability to build digital communities and coordinate resources around shared ideas. But the real opportunity is not simply to turn a popular word into a token. The opportunity is to transform cultural familiarity into practical value. Imagine a community built around $ABEG where the spirit behind the word inspires organized charitable giving, support for vulnerable families, educational assistance, food relief, and initiatives that help communities respond to real needs. Imagine a digital community where people do not merely recognize a cultural expression but actively participate in the values it represents. Imagine a project that takes a familiar Nigerian word and gives it a purpose that can travel beyond Nigeria, across Southern Africa, and eventually into the wider world. That is the kind of uniqueness worth pursuing. FROM A CULTURAL EXPRESSION TO A SOCIAL MISSION The strength of $ABEG should not be measured only by how many people recognize the word or how much attention the token receives. Its long-term significance should also be reflected in what its community accomplishes. Cultural preservation: Keep a familiar part of Nigerian expression alive in a changing digital world. *Charitable impact: Create transparent, accountable initiatives that direct resources toward people who genuinely need help. Community participation: Give holders, supporters, and partners meaningful opportunities to contribute beyond speculation. Regional expansion: Introduce the story to new communities while respecting their cultures and needs. *Real-world solutions: Develop measurable programs around food, education, welfare, and other clearly identified community challenges. These ambitions require more than a compelling narrative. They require sound leadership, responsible financial management, transparent reporting, strategic partnerships, and consistent execution. Good intentions must become organized action before they can produce lasting impact. MAY WE NOT ALLOW THIS CULTURE TO DIE. A generation that fails to preserve its cultural expressions risks losing pieces of its collective identity. But preservation does not mean refusing to evolve. It means carrying the meaning of what we have inherited into new spaces, new technologies, and new possibilities.
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"Cheap money does not merely inflate asset prices. It extends the expiration date on bullshit." Such a good line to explain something that so many people have a hard time understanding.
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