Amber Vaccaro’s Post

2024 AI Research Obsession #3: Edge AI We recently released our 10 research obsessions for Artificiality Pro. Check out this brief overview of Edge AI from the webinar. And reach out to learn more about Artificiality Pro, our premium research membership. Key Points: - Premise: AI in the cloud benefits from scale but is challenged by cost and privacy. Mobile solves these challenges but is lagging in capability. - Status: Apple, Google, and Microsoft have made important announcements of models, frameworks, and/or chips. - Watching: Developer-focused announcements, especially at Apple WWDC and/or Google I/O. #artificiality #ai #artificialintelligence #generativeai #airesearch #research

This surely has to be one of the biggest things to understand in 2024. The dynamics of inference compute - edge v cloud - and associated cost/capability. For developers and buyers these dynamics underly decisions that can lock in path dependency for years.

This is a significant shift in the AI world . Gemini is built for multimodality that reasons seamlessly across text, images, video, audio, and code. Great insights by Dr. Ali to highlight the differentiation . #googleai #gemini #googlecloud

Unlock the potential of mainframes in the world of generative AI! 🌐🤖 Mainframes are transforming the enterprise landscape, offering powerful, reliable, and secure platforms critical for training data, processing inferences, and integrating with modern technologies seamlessly. Discover how mainframes efficiently handle complex computations, manage vast data, and support distributed computing in hybrid cloud setups to optimize your AI architecture for cost and value. Check out this insightful video on the crucial role of mainframes in generative AI for enterprises and how they ensure cutting-edge AI models can thrive even in the most demanding environments. #GenerativeAI #Mainframes #EnterpriseTech #AIInnovation #HybridCloud #DataManagement Learn more and watch the full video now! 🎥👇 #AIInsights #AIProcessing #TechLeadership #Broadcom

I’m quite focused on this obsession: how does the Gen AI world change as inference shifts to the edge in phones, computers, and other devices. Cloud AI is powerful and scalable but it’s also expensive and limited in terms of latency, privacy, and security. Edge AI has the potential to solve many of these challenges for many use cases. You may also want to listen to our latest podcast with Rodrigo Liang, CEO of SambaNova Systems which makes an integrated Gen AI platform which also tackles the same challenges of cloud AI through an integrated hardware/software generative AI platform. https://lnkd.in/g3F4t3cV

Just wrapped up the 'Fundamentals of Generative AI' module in the Azure GenAI bundle! Delving deeper into the world of AI creativity and innovation. Can't wait to apply these insights to real-world projects! #GenerativeAI #AIInnovation #AzureAI"

From cloud to edge and beyond! 🚀 Our latest research explores the Edge AI lifecycle, highlighting key differences and challenges. Discover how to optimize your AI models for real-world applications 👉 https://lnkd.in/d9SHENb8 #EdgeAI #Edge #AI #research #technology

The era of multi-modal models or large multi-modal models (LMMs) represents a paradigm shift in AI, offering significant possibilities for deeper understanding, advanced interaction, innovative solutions, and a future where humans and technology work together to co-innovate. In this article we will explore 7 key areas of potentiality that have the possibility of disrupting the status quo even beyond traditional LLMs. Google DeepMind Google Cloud #gemini #buildwithGemini #llm #generativeai #genai #multimodal #multimodalai

💫 Check out what some Cloudera experts are predicting for the future of AI in 2024, including the fabulous Wim Stoop, Chris Joynt, Carolyn Duby, Robert Hryniewicz, and David Dichmann 🙌🏼. Highlights: 1️⃣ Emphasizing Proactive Data Governance for reliable analytics. 2️⃣ MLOps Expansion: Adapting to generative AI's evolving landscape. 3️⃣ Real-time Data & Hybrid Cloud Solutions: Essential for up-to-date AI algorithms. 4️⃣ Enhanced Machine Learning Models: More efficient and cost-effective. 5️⃣ Increase in Managed Data: Data-rich future ahead. 6️⃣ Personalized Customer Experiences through advanced AI by major corporations. Get smarter and watch this short insightful video here👇🏼 https://lnkd.in/gZRv9PRz #ClouderaAIPredictions #AI #Cloudera #AITrends #FutureOfAI #Innovation #DigitalTransformation #Innovation #MachineLearning #DataGovernance #CloudComputing #AIAdvancements #CDP #CML

Having gen AI power your business is cool, but have you thought about the environmental concerns surrounding it? I just read an insightful article about making generative AI greener and recommend checking it out. https://lnkd.in/gAS26qGc #generativeai #sustainability #greensoftware