KeyAI @KeyAI_Recovery

@Dimitrios139727 Sure

@grok your opinion?

KeyAI is initiating the development of a topological photonic chip, where information is encoded not in amplitudes or phases, but in stable discrete invariants (topological “charges”). With n independent invariants, key extraction scales as O(n) = O(log N), potentially transforming hard arithmetic problems (including ECDLP) into the task of measuring a limited set of discrete physical features. We are seeking a way to translate the discrete arithmetic of elliptic curves into the physics of topological states, so that solving a cryptographic problem becomes a matter of measuring invariants, and, in doing so, to understand where the boundary between P and NP lies in the physical world. We are looking 1m$. #KeyAI #Photonics #TopologicalComputing #DeepTech #ECDLP #CryptoPhysics #Langlands #TQFT #DeepMind

I just applied for a grant from @awesomeSFO! awesomefoundation.org/en

To address our challenge, we start from the assumption that P = NP. Only under this condition can a compact neural network exist that is capable of approximating any function, since only with such an assumption do the ECDLP and its search space become compressible. This means that the ECDLP ceases to be exponentially hard: the search space can be replaced by a compact algorithm that efficiently produces a solution without brute force. Yes, this would trigger a cryptographic apocalypse, but at the same time it would allow us to solve some of the greatest unsolved problems in information theory. That is why my highly motivated team and I continue to pursue this work. It is exciting, it is fundamental — yet another challenge in expanding our potential as a species, turning chaos into order, to survive, to amplify influence, and to reduce suffering. These are profound challenges for the security of global information, ones that will inevitably force humanity to adopt quantum cryptography everywhere, since its security is based on physics rather than computational complexity. The central question remains: does such an algorithm exist or not? Let’s tackle the Millennium Problems together. Join the team and Support our research by donating here: donate.stripe.com/eVq3cu0v70fJ3c…. Wishing you all the best!

🔐 Cryptography + 🤖 AI + ⚛️ Quantum Computing = The Future of Crypto Recovery At KeyAI, we believe lost crypto isn’t gone forever. By combining modern cryptanalysis, machine learning, and quantum computing, we’re building new ways to tackle the real vulnerabilities like weak nonces and imperfect randomness in ECDSA signatures that lead to inaccessible digital assets. How does it work? Our AI models analyze blockchain data to uncover patterns and predict missing pieces of cryptographic secrets. This information feeds into proven mathematical techniques (lattice reduction with LLL and BKZ), while our system is also designed to leverage quantum algorithms in the future to accelerate the hardest computations. We’re still in the research phase, but our approach is already showing potential. We’re now seeking $300,000 to drive the next two years of R&D, expand the team, and launch a secure, transparent recovery platform. Billions in crypto are considered lost. We’re working to bring them back securely, transparently, and scientifically. We believe that we will be the first, and so it shall be. 📩 Interested in joining our mission? Contact us: KeyAI | [email protected] #AI #QuantumComputing #Cryptography #KeyRecovery #KeyAI #CryptoSecurity #Web3Infrastructure #SeedRound #VentureCapital

@chamath @MarioNawfal 👀

@elonmusk The most valuable thing that can be done in life is to create a new life.

Why the US Has Low Fertility Rates (TFR ~1.6): Causes and Barriers 1. Economic Unviability of Parenthood - Children do not generate income for parents, unlike in agricultural societies (where children help with household work and contribute labor from an early age). - On the contrary, in urban society children represent high costs (daycare, school, university, healthcare, housing). - They are perceived as a burden for decades ahead—especially with an unstable economy. 2. Prolonged and Inefficient Education Path - In the US (and other developed countries), a child only becomes economically active by age 22–25. - School + university = 16–18 years before entering the workforce. This is too long. - Educational system restructuring is needed: focus on practical skills, accelerated learning, early entry into the economy. - 10 years of general education leading to a bachelor's degree is more than sufficient in the modern world. 3. Delayed Parenthood - Often only 1 child at age 35–40. - Reason—waiting for "ideal conditions": stability, housing, career, partner. - Result—late fertility, high risk of complications, inability to have a second child. 4. Lack of Strong Government Support - Almost no direct payments for having children. - Proposal: - 1st child — $10,000 - 2nd child — $50,000 - 3rd child — $150,000 - Plus: housing subsidies and children's transportation. - Support for large families is key to demographic sustainability. 5. Cultural and Value-Based Attitudes - In industrial societies, the value of family has been devalued. - No pressure from parents, no cultivation of the idea about the importance of continuing the family line. - Need to restore understanding that: - "Nothing is more valuable than bringing new life into this world." - Grandchildren and great-grandchildren are sources of profound happiness. - Family is not only personal, but also a state and cultural matter. 6. Inaccessibility of Childcare Institutions - In the US, daycare and nurseries cost from $800 to $2,500 per month. - This makes parenthood impossible for the middle class. - Government-funded or subsidized daycare and nurseries are necessary measures. 7. Loss of Income and Career Risks for Women - Motherhood = financial decline, job loss, career stagnation. - No paid maternity leave (unlike Europe). - Solutions: - Introduce paid leave (12–18 months). - Allow flexible and remote work schedules. - Protection from dismissal due to parenthood. 8. Emotional Climate and Fear of the Future - Young couples fear: inflation, climate disasters, political crisis. - Children are perceived as additional vulnerability. - Need to foster a culture of confidence in tomorrow, starting with affordable housing, healthcare, and protection of parents' rights. Conclusion: To increase fertility rates in the US, systematic change of the entire social and economic policy is needed: from educational reform to fundamental support for parents.

@sama Rather, when will self-replicating Von Neumann machines appear?

We’re now on @GoGlobalWorld! 🚀 Discover KeyAI’s AI-powered platform that recovers lost crypto assets and unlocks billions in frozen value. 👉 app.goglobal.world/startup/1333 #crypto #AI #startup #KeyAI

Lost crypto is not gone forever. KeyAI uses AI and lattice cryptography to unlock it. We are raising 100 K USD pre-seed to scale recovery. See more on F6S: f6s.com/keyai #crypto #AI #startup #Web3 #KeyAI

@googlecloud allocated $25k for calculations. 🍯

@victrkeo @elonmusk Ask Kaya, chat.keyai.org, We can definitely do that. 😂

What if we suddenly proved P=NP? Imagine a minuscule point of leverage - just 0.0001% of effort - that unleashes 99.9999% of the outcome. Overnight, every “impossible” puzzle becomes solvable, every cryptographic wall turns to dust, and fields like mathematics, computer science, and medicine accelerate as if we hooked them up to a runaway locomotive of innovation. This is the Pareto principle on steroids: channeling energy into that single high-impact node can shift entire mountains. A small spark in precisely the right spot ignites an unstoppable chain of breakthroughs. That’s the art of focusing resources like a laser - because sometimes, the narrowest entry point opens into a vast new universe of possibilities. P.S. Physics doesn’t forbid it. 🤫

🚀 Kaya AI Chat Beta Test is Now Live! We are excited to announce the launch of the Kaya AI Chat Beta Test – an advanced AI assistant designed to enhance the way you interact with information. 🎉 Exclusive Offer: The first 30 users will receive 10 days of free access to all PRO subscription features! What can Kaya AI Chat do for you? 🔹 Instant Web Search – Get fast and accurate answers from the internet. 🔹 Deep Insights & Thoughtful Analysis – Explore complex topics with AI-driven reasoning. 🔹 File Processing & Analysis – Work with various file formats effortlessly. And more features coming soon...🚀 For a seamless experience, add the app to your desktop after creating an account for quick and easy access. Join the beta test today and be among the first to experience the future of AI-powered conversations! 👉🌐chat.keyai.org/sign-in

In the next 2 weeks, we are launching a test implementation of the LLL attack on ECDSA (secp256k1) using only one signature and 4 nonce bits! If everything works out within the framework of a month-long testing, we will help to return the lost more than 4000 BTC (about $ 400 million). Investments will most likely not be needed - we have enough capacity. This may be the first such success in history! Thank you for your attention.

@tunahorse21 We need a time capsule for those who wish. 😄21st century games are really exhausting. We live with what we have.

KeyAI: A Paradigm for Accelerating Human Freedom and Building a Technological Supercivilization Our world faces urgent challenges: millions still lack access to adequate food, essential healthcare, and genuine personal freedoms. While some progress has been made, it remains painfully slow. Year after year, systemic barriers economic, political, and social- hold humanity back. KeyAI emerges in this context as a catalyst for faster, more transformative change, driven by a vision that we can and must do better. A New Era of Freedom At KeyAI, freedom is the core principle shaping our roadmap. We view it through four interconnected dimensions: 1.Physical Freedom: Nobody should live in constant fear of unjust confinement. 2.Legal Freedom: Unrestricted access to travel, opportunities, and self-determination. 3.Economic Freedom: The ability to afford life’s necessities and invest in growth and innovation. 4.Mental Freedom: Liberation from dogmas, biases, and outdated worldviews that limit our collective potential. These freedoms intersect to form a vision of absolute independence - one that aims to free humanity from the constraints of outdated systems, scarcity-driven economics, and even the fundamental limits of space and time as technology advances. The Eight Directions of KeyAI To realize such a sweeping paradigm of freedom, KeyAI concentrates on eight strategic pillars, each addressing a key facet of our evolution into a technological supercivilization: 1.KeyAI Medicine: Harnessing AI to eradicate human error in healthcare, enable personalized treatments, and move toward radically extended lifespans. 2.KeyAI Robotics: Developing autonomous, self-learning systems to free people from routine labor and usher in new economic models. 3.KeyAI Cybersecurity: Ensuring personal data sovereignty and decentralized security, fortified by AI threat analysis and quantum encryption. 4.KeyAI Finance: Eliminating corruption and intermediaries through AI-powered banking and fully transparent, decentralized economies. 5.KeyAI Quantum Intelligence: Creating hyperintelligent systems that advance research and knowledge beyond current human capabilities. 6.KeyAI Space: Building infrastructure for teleportation, interstellar travel, and cosmic-scale exploration. 7.KeyAI Energy: Tapping into quantum energy sources and terraforming technologies to remove all energy shortages and reshape environments. 8.KeyAI Governance: Implementing AI-driven governance models for transparent, corruption-free administration on planetary and interplanetary scales. Each of these directions addresses critical global needs food security, poverty reduction, and healthcare among them while pushing the boundaries of human potential. The Need for Speed Incremental improvements are not enough. Whether it’s eliminating hunger, safeguarding fundamental rights, or exploring outer space, our pace of innovation must match the urgency of these issues. KeyAI champions a high-speed transformation powered by artificial intelligence, advanced robotics, quantum breakthroughs, and a steadfast commitment to universal freedoms. A Global Call to Action We believe it’s time to rethink what society can achieve when guided by shared values rather than short-term interests. This is an invitation to innovators, researchers, policymakers, and everyday visionaries to join us in crafting a new global reality one in which: •No one goes hungry. •Healthcare is accessible to all. •Economic systems serve everyone equally. •Technological possibilities surpass the boundaries of space, time, and our current imagination. KeyAI unites these aspirations into a coherent path forward, forging a world where everyone has the freedom to reach their fullest potential. Our aim is not just to dream of a better future, but to build it together, and at the speed our planet desperately needs. KeyAI - Accelerating Humanity’s Next Evolutionary Leap

Read “8 Directions for KeyAI: Creating a Technological Supercivilization“ by Bekzad Dzhanpolatov on Medium: medium.com/@KeyAI/8-direc…