by Bosch AIShield | Jul 27, 2023 | AI Ethics, Infrastructure, MLOps, MLOPs Landscape
Executive Summary Generative AI and LLMs: Unlocking new opportunities for innovation, efficiency, and productivity, while posing potential risks including confidentiality breaches, IP infringements, and data privacy violations. Seven Recommendations: Safely integrate...
by Manpreet Dash with Bosch AIShield | May 9, 2023 | Infrastructure, MLOps, MLOPs Landscape, Uncategorized
Executive Summary AI attacks pose a threat to physical safety, privacy concerns, digital identity safety, and national security, making it crucial for organizations to identify the types of AI attacks and take measures to safeguard their products against them. The...
by Manpreet Dash with Bosch AIShield | Apr 6, 2023 | AI Ethics, Governance, MLOps, MLOPs Landscape, Uncategorized
AI algorithms have fundamental flaws that attackers might exploit to cause the system to fail. Unlike typical cybersecurity assaults, these flaws are not the result of programming or human error. They are just flaws in today’s cutting-edge methods. To put it...
by Manpreet Dash with Bosch AIShield | Nov 2, 2022 | AI Ethics, Governance, Infrastructure, MLOps, MLOPs Landscape, Uncategorized
What are AI attacks? Introduction AI is the gamechanger of this decade. It is rapidly transforming our world and everyday life. The underlying technology, called Machine Learning (ML), is all around us. It’s ML that decides whether you get a loan sanctioned, how much...
by AI Infrastructure Alliance | Jun 16, 2022 | MLOps, Monitoring, Production
Monitoring has a long history in IT, with multiple companies and open source projects delivering robust tools that keep the pulse of your IT infrastructure so your systems stay running strong. But how do you monitor AI/ML models in production? You might think it’s...
by AI Infrastructure Alliance | Mar 22, 2022 | AI Hardware, MLOps, MLOPs Landscape
The AI Infrastructure Alliance (AIIA) today announced that NVIDIA has joined as a platinum sponsor, expanding the growing list of industry-leading AI companies and communities working with the alliance. An NVIDIA representative will serve on the AIIA’s board of...
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