68% at 90% precision from public posts alone is sobering. Most people have no idea how much identity signal they leak across platforms. This is exactly the kind of capability research that should inform policy before it becomes a product.
SAFETY
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AI Resolves 54-Year-Old Arithmetic Geometry Conjecture
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Resolving a 54-year-old conjecture in arithmetic geometry is the kind of AI result that actually moves the needle on whether these systems can do real mathematical reasoning. Benchmarks tell you about pattern matching. Open problems tell you about understanding.
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NVIDIA OpenShell: Integrated Governance for Autonomous AI Agents
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A new class of AI is emerging: autonomous agents that achieve complex tasks. To deploy them responsibly means building in governance from day one. NVIDIA OpenShell unifies open innovation with built-in security and privacy controls—so agents can operate more securely, predictably, and in line with policies. Learn more: nvda.ws/47bUxyI [Translated from EN to English]
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Five Essentials for Responsible and Trustworthy AI
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AI without trust = risk. AI with trust = scale 5 essentials for responsible AI: Governance Anonymization Data minimization Audits Privacy by design The winners in AI won’t just be the fastest. They’ll be the most trusted. #AI #Privacy #ResponsibleAI #Tech
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AGI Timeline Determined by Compute Cost, Not When
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Roman Yampolskiy: "AGI is no longer a question of when, but how much it costs. The scaling laws, they work.
— Chubby♨️ (@kimmonismus) 23 mars 2026
We are in the early stages of recursive self-improvement. (…)
It's not when AGI, it's how much to AGI." pic.twitter.com/gM4AC2XgttRoman Yampolskiy: "AGI is no longer a question of when, but how much it costs. The scaling laws, they work. We are in the early stages of recursive self-improvement. (…) It's not when AGI, it's how much to AGI."
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Discipline Over Regret: Ethics and Responsible AI Development
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She literally reminded us all that the discomfort of discipline is nothing compared to the pain of regret pic.twitter.com/iCmRf0g7Ri
— Charly Wargnier (@DataChaz) 23 mars 2026She literally reminded us all that the discomfort of discipline is nothing compared to the pain of regret
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AI Swarm Attacks Pose New Cybersecurity Threat to Businesses
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AI Swarm Attacks Are Coming, Is Your Business Ready? #AI #swarm attacks, powered by autonomous agents, #deepfake #phishing, and always-on malware, could transform #cybercrime and leave unprepared businesses dangerously exposed. This article explains why leaders need a new
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Enterprise Agent Deployment: Security and Compliance Requirements
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example of the kind of Details that matter – sweating the enterprise needs to safely deploy agents in ways that dont make compliance and IT officers break out in cold sweats at night. Twitter may be happy with –dangerously-skip-permissions but lets get real here about what's
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Building Security from the Start for Confident AI Scaling
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Indeed! Building security in from the start is what enables AI to scale with confidence.
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Platform and Model Design for Responsible AI Development
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Platform and Model Design for Responsible AI — Design and build resilient, private, fair, and transparent machine learning models: https://
amzn.to/3PToSvP