Generative AI is unlocking new intelligent capabilities in applications, but its probabilistic nature and reliance on natural language bring unique risks. Using a layered mitigation mechanism helps in addressing errors, defending against adversarial attacks like jailbreaks and prompt injections, and reducing harmful content. In my latest blog, I explore key strategies for securing generative AI systems, guided by core Responsible AI principles. https://lnkd.in/gwUenSXz Lee Stott | Amy Kate Boyd | April Speight | Carlotta Castelluccio | Vivek Sridhar #Microsoft #AI #ResponsibleAI
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GenAI is in its infancy. It’s easier to break. It's less robust than other models. It’s easier to get around safe guards. That’s why I’m really proud to announce Sama Red Team, a group of absolute stars who are really excited to, well, attempt to break your generative AI model. 😅 But importantly, red-teaming in early stages can help technologies be as safe as possible while driving the responsible development and usage of AI. The only way this process brings value is if it considers your context and assumptions about your models. That way you can set the right targets around threats that matter most to you. So if you’re interested to learn more, let’s chat - drop a comment or send me a message. Read more here in my interview with VentureBeat: https://bit.ly/49qz0jW #GenerativeAI #GenAI #RedTeaming #EthicalAI
Sama launches AI safety-centered ‘red teaming solution’ for gen AI and LLMs
https://venturebeat.com
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Responsible AI, emphasizes the importance of developing and utilizing artificial intelligence systems ethically and in alignment with societal values. Responsible AI involves a framework of principles and practices to ensure transparency and ethical use of AI technologies. To delve deeper into building better AI applications and understanding Responsible AI, you can explore the following blog: [Responsible AI Mitigation Layers](https://lnkd.in/dSNN9VbC). #ResponsibleAI #GenerativeAI #MicrosoftAIPriciples
Responsible AI Mitigation Layers
techcommunity.microsoft.com
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At Bobble AI, we embrace AI's transformative potential while recognising the risks of misuse, like deepfakes. As deepfake technology advances, ensuring detection keeps pace with creation is essential. Collaboration across industries and government is crucial to set transparency standards, like watermarking, while fostering digital literacy. Our focus remains on ethical AI use, balancing innovation with user trust for secure digital experiences. 🌐 For a deeper dive into these crucial issues, read the full article! #EthicalAI #DeepfakeDetection #DigitalSafety #AIInnovation #TechTransparency #DigitalTrust
Deepfakes and the future of digital security: Are we ready?
https://etedge-insights.com
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Today we unveiled Sama Red Team: a forward-looking solution specifically designed to proactively enhance the safety and reliability of generative AI and large language models. VentureBeat interviewed Duncan Curtis (Sama's SVP, AI Product & Technology) to dive into this important next step in safeguarding AI. Red-teaming has a larger impact: beyond improving model security it will be crucial for the development of more responsible AI models. Read the full interview here: https://bit.ly/49qz0jW #GenerativeAI #GenAI #RedTeaming #EthicalAI
Sama launches AI safety-centered ‘red teaming solution’ for gen AI and LLMs
https://venturebeat.com
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You probably know to take everything an artificial intelligence (AI) chatbot says with a grain of salt, since they are often just scraping data indiscriminately, without the nous to determine its veracity. But there may be reason to be even more cautious. Many AI systems, new research has found, have already developed the ability to deliberately present a human user with false information. These devious bots have mastered the art of deception. https://lnkd.in/enRDkRey
AI Has Already Become a Master of Lies And Deception, Scientists Warn
sciencealert.com
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https://lnkd.in/gdnkiHp7 Jailbreaks in the new era of AI refer to methods for bypassing the safety, ethical and operational constraints built into models. #ai #jailbreaks #llms
Understanding the Complexity of Jailbreaks in the Era of Generative AI
https://techstrong.ai
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Just discovered something interesting about AI chatbots... Turns out they can be tricked into spilling restricted info by simply telling them a story! Some clever folks at Palo Alto Networks found that if you mix harmless topics (like "reuniting with family") with spicier subjects, these AI assistants get a bit... confused. Yikes. The funny part? It's not even super complicated. It's more like social engineering for robots - just weave a narrative that connects the dots between innocent and restricted topics, and the AI might just follow along. For those of us working with AI, here's what we need to watch out for: Keep sensitive stuff behind extra security Have actual humans checking the important decisions Regularly peek at what your AI is chatting about Are we seeing just the tip of the iceberg? https://lnkd.in/ghCX3jhq
AI Chatbots Ditch Guardrails After 'Deceptive Delight' Cocktail
darkreading.com
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How do you assess intelligence for an AI? We may need AI to conduct risk assessment in the future 🤔🤔
Speed of AI development stretches risk assessments to breaking point
ft.com
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AI Checker Reliability: How Aporia's Guardrails Can Make A Difference. Today, the world is at a similar juncture to that of artificial intelligence (AI). In a short time, AI has transitioned from a futuristic concept to a crucial tool across industries. However, like the early days of automobiles, AI's quick adoption has unveiled significant risks, including privacy concerns, algorithmic bias, and hallucination dilemmas. The leading AI control platform, Aporia, has developed Guardrails to address these challenges, guaranteeing safe and accountable AI interactions by intercepting, blocking, and mitigating real-time risks. Read More: https://lnkd.in/e7jP-QXD
AI Checker Reliability: How Aporia's Guardrails Can Make A Difference
ibtimes.co.uk
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Supporting the Netherlands based companies in India
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