News from the AI & ML world
DeeperML
Clint Boulton,@Dell Technologies
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AI is rapidly transforming several key areas, including software development, AI security, and customer interactions. In software development, prompting GenAI systems to create code is reducing repetitive processes, accelerating production cycles and freeing up developers to focus on higher-value projects. Databricks and Noma are addressing critical AI inference vulnerabilities, while Impel is enhancing customer experiences in the automotive sector through fine-tuned AI models. Furthermore, agentic AI is enabling autonomous, goal-driven decision-making across the IoT, paving the way for smarter and more efficient smart environments.
Databricks and Noma Security are partnering to tackle AI inference vulnerabilities, helping CISOs confidently scale secure enterprise AI deployments. CISOs recognize that the vulnerable stage of AI deployment is inference, where live models encounter real-world data, leading to potential exposure to prompt injection, data leaks, and model jailbreaks. To combat these threats, Databricks Ventures and Noma Security are embedding real-time threat analytics, advanced inference-layer protections, and proactive AI red teaming directly into enterprise workflows. This joint approach is bolstered by a $32 million Series A funding round led by Ballistic Ventures and Glilot Capital, with strong support from Databricks Ventures.
Impel is revolutionizing automotive retail by improving customer experience using fine-tuned LLMs on Amazon SageMaker. Their core product, Sales AI, provides personalized customer engagement 24/7, answering vehicle-specific questions and handling automotive trade-in and financing inquiries. By switching from a third-party LLM to a fine-tuned Meta Llama model on Amazon SageMaker AI, Impel achieved a 20% improvement in accuracy and greater cost control. Impel's Sales AI uses generative AI to provide instant responses around the clock to prospective customers through email and text, with features that provide consistent follow-up to engaged customers to help prevent stalled customer purchasing journeys and personalizes responses to align with retailer messaging and customer’s purchasing specifications.
ImgSrc: imageio.forbes.
References :
Databricks and Noma Security are partnering to tackle AI inference vulnerabilities, helping CISOs confidently scale secure enterprise AI deployments. CISOs recognize that the vulnerable stage of AI deployment is inference, where live models encounter real-world data, leading to potential exposure to prompt injection, data leaks, and model jailbreaks. To combat these threats, Databricks Ventures and Noma Security are embedding real-time threat analytics, advanced inference-layer protections, and proactive AI red teaming directly into enterprise workflows. This joint approach is bolstered by a $32 million Series A funding round led by Ballistic Ventures and Glilot Capital, with strong support from Databricks Ventures.
Impel is revolutionizing automotive retail by improving customer experience using fine-tuned LLMs on Amazon SageMaker. Their core product, Sales AI, provides personalized customer engagement 24/7, answering vehicle-specific questions and handling automotive trade-in and financing inquiries. By switching from a third-party LLM to a fine-tuned Meta Llama model on Amazon SageMaker AI, Impel achieved a 20% improvement in accuracy and greater cost control. Impel's Sales AI uses generative AI to provide instant responses around the clock to prospective customers through email and text, with features that provide consistent follow-up to engaged customers to help prevent stalled customer purchasing journeys and personalizes responses to align with retailer messaging and customer’s purchasing specifications.
ImgSrc: imageio.forbes.
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References :
- Dell Technologies: Cracking The Code: How AI Revolutionizes Software Development
- AWS Machine Learning Blog: Impel enhances automotive dealership customer experience with fine-tuned LLMs on Amazon SageMaker
- learn.aisingapore.org: Impel enhances automotive dealership customer experience with fine-tuned LLMs on Amazon SageMaker
- venturebeat.com: Databricks and Noma tackle CISOs’ AI nightmares around inference vulnerabilities
- AI Accelerator Institute: The future of IoT is agentic and autonomous
Classification:
- HashTags: #AISoftware #AgenticAI #AITransformation
- Target: Software developers, CISOs
- Product: Agentic Systems
- Feature: Software Development
- Type: AI
- Severity: Informative