AI is everywhere — but how do we trust its outputs without exposing the model or data behind it?Our latest blog shows how zkPyTorch proves Gemma-3’s results cryptographically — keeping data protected while ensuring every computation is verifiable. 🧵 https://t.co/EuauFDZg82 ...

Geopolitical & Economic Analysis - The US political system mirrors the late Roman empire, exhibiting similar characteristics such as a corrupt senate, over-extended military, and currency debasement [1] - Globalism is perceived as declining, creating opportunities for agorists and cypherpunks who leverage new technologies [3] - Elites are investing in AI for control and perception engineering [4] Technological & Cryptographic Focus - Hard cryptography is identified as a crucial tool for resistance, enabling sovereign economies, free speech, and community defense in ungovernable internet spaces [4] - The crypto industry is urged to recognize the importance of hard cryptography and its potential value [5] Societal & Ideological Commentary - Current societal trends, including neo-christianity and MAGA, are viewed as ineffective solutions, with a call for a return to local community, nations, and patriotic ethno-regionalism [2] - Progressive elites are described as aiming to accelerate big tech and asteroid mining, potentially requiring mass conscription of labor [3]

crypto without privacy is not crypto ...

🔥 TODAY: Ethereum Foundation announces “Privacy Cluster” composed of 47 top researchers, engineers, and cryptographers to expand privacy efforts for the Ethereum L1 network. https://t.co/9nLPROdwgP ...

RT 941 (@level941)Gold survived millennia because no alternative could outperform it under analog conditions. Once computation and cryptography arrived, the constraint lifted.The Lindy clock resets when a new medium performs the same function with less trust.Bitcoin is that reset.Szabo wrote about all this already.Satoshi also mentioned this would happen.This debate was already coded. ...

National Security Implications - Cryptography is drastically underestimated in its importance to US national security interests [1] - Zero-knowledge proofs are a fascinating area of development with potential national security use cases [1][6:31] - Blockchain technology holds significant value [19:31] Technological Opportunities & Challenges - AI and proof of human vs machine interactions present major opportunities [13:51] - Technical obstacles remain in the field [23:50] - There is a need to cut costs and improve efficiency [26:23] Applications & Integrations - Zero-knowledge proofs have applications in Bitcoin and crypto, including in regions like Afghanistan [1:34] - Bitcoin integration and future tech are areas of interest [29:39]

National Security & Cryptography - Zero-knowledge proofs are fundamental for secure information sharing, especially for satellites and secure networks, to prevent adversarial operations like network interference or false information injection [2] - The intelligence apparatus uses technologies like stablecoins and Bitcoin as tools, while also working to disrupt adversaries' use of the same tools [1][2] - Cryptography and automation can improve KYC processes, ensuring user information is protected even if a product is hacked [2] - Verifying cryptographic proofs on national identities is foundational for national security, linking digital finance innovations to real people and countries under actual laws [2] Technology & Scalability - ZK proofs are becoming increasingly sophisticated and performant, requiring specialized systems and networks to handle the value chain [3] - The industry is shifting from 80% R&D and 20% application to 20% R&D and 80% application, focusing on getting products into the market [3] - Ziki Verify is designed for verifying cryptographic proofs at scale, aiming to be the world's best in speed and magnitude [3] - The company is processing approximately 135 million proofs per year and anticipates scaling to billions, requiring further advancements in dedicated infrastructure [6] Cost & Efficiency - Specialization and offloading computation from expensive networks like Ethereum can lead to significant cost reductions, potentially making certain types of proofs virtually costless [6] - The company advertises a 90% cost reduction relative to Ethereum for certain types of proofs [6] Applications & Future Trends - There's a growing need for private execution environments for AI, where algorithms can train on private data without public exposure, using cryptography to verify the data's authenticity [3][4] - Digital identity for machines is emerging as a significant category, ensuring authorized machines interact correctly and don't go off the rails [4] - The vision is to support trillions of cryptographic transactions due to the proliferation of intelligent devices, machines, and humans engaging in the digital world [5]

Key Points Investors bid up D-Wave Quantum stock in conjunction with the Federal Reserve's move to cut interest rates this week. D-Wave stock also got a big boost from a competitor's new contract with the Air Force Research Lab. A recent report suggests that the Trump administration could take steps to advance the U.S.'s quantum computing capabilities. 10 stocks we like better than D-Wave Quantum › D-Wave Quantum (NYSE: QBTS) stock recorded explosive gains over this week's trading. The company's ...

Group 1 - Quantum Computing (NASDAQ: QUBT) stock is experiencing a significant surge, with a 25.4% increase in share price as of 1:15 p.m. ET, driven by news of increased U.S. Air Force research in quantum computing and potential executive orders from the Trump administration to accelerate quantum technology development [1][5] - The stock has gained approximately 41% year-to-date and 168% over the past six months, indicating strong performance despite high speculation in the quantum computing sector [3] - Lake Street initiated coverage on Quantum Computing with a buy rating and a one-year price target of $24 per share, suggesting an additional upside of roughly 4% from current levels [2] Group 2 - Quantum Computing is currently valued at over 8,960 times this year's expected sales, highlighting a high-risk valuation profile despite potential explosive sales growth linked to artificial intelligence and cryptography [4] - The recent bullish analyst coverage and government interest in quantum technologies may provide a sustained boost to Quantum Computing stock, making it an attractive option for high-risk investors [5][4]

RT Marissa Posner (@ThewizardofPOS)Trustlessness means you don’t need anyone’s permission.You don’t need to beg a relay.You don’t need to hope an admin key stays honest.You don’t need to trust vibes.Promises can break. Cryptographic rules don’t. ...