Amazon Web Services (AWS) reposted this
Automated Reasoning has played an important role at Amazon for 20+ years. if you are curious about it watch my conversation with Byron Cook about reasoning in my Curiosity series. https://lnkd.in/exWdk-fQ
We’ve reached a new milestone in AI safety. Today, AWS is launching Automated Reasoning checks in Amazon Bedrock Guardrails, bringing a new level of mathematical certainty to your AI outputs. What makes this truly revolutionary is our two-stage approach: we use LLMs to translate text into logical formulas, then apply constraint solvers to mathematically verify compliance with defined policies. Through mathematical logic—not probabilistic estimates—we achieve up to 99% accuracy in identifying correct model responses. We’ve used automated reasoning to secure AWS cloud infrastructure for more than a decade. Now, we're taking that proven approach and using it to make generative AI safer for customers. Our partners at PwC demonstrate how this industry-first technology is accelerating innovative ideas to market and delivering on stronger accuracy and compliance. More here: https://lnkd.in/gBg-k6yR
Interesting. Automated reasoning fails not from weak solvers but from squishy questions.
Werner Vogels, there is development in case law about automated decision making and individuals’ rights: https://www.linkedin.com/posts/activity-7365029698373857281-PxUw?utm_source=share&utm_medium=member_ios&rcm=ACoAABphSsIBC6uYBbvQpskW7bmafxK9Juc4_Tg
Bringing automated reasoning into Bedrock Guardrails is a big leap for AI safety. Translating natural language into logical formulas and verifying them with constraint solvers should help to set a new standard for accuracy in compliance. Thanks for flagging Werner Vogels
💡 Great insight
Parabéns à equipe AWS por essa inovação em segurança de IA. A integração de verificações de Automated Reasoning no Amazon Bedrock Guardrails representa um avanço significativo na precisão e conformidade dos modelos. Estou ansioso para ver como essa tecnologia revolucionará a segurança em soluções de IA.
Creator of Global Universal Compliance Language | Cutting Regulatory Costs 90% | Automating EU Digital Compliance | Founder of Signatu | Building Worldwide Standard | 10,000+ Legal Concepts"
2wWerner Vogels, check out KROG Theorem with mathematical rules developed since 1995, and are now complete