APARAVI’s Post

To drive ambidexterity in AI, the left and right sides of the enterprise brain need to work together. Find out how an #AIfirst architecture can make this happen. Viewpoint ‘Top 10 AI Imperatives for 2024’: infy.com/3uigN9P #BeingAIFirst #InfosysTopaz #GenerativeAI

In this week’s episode of Waking Up With AI, Katherine Forrest and Anna Gressel delve into different types of AI architectures, from Transformer models to “Mamba” — a type of architecture that’s making significant headway in 2024. Listen and subscribe: https://lnkd.in/e3DN_SqM #AI #ArtificialIntelligence #AIArchitectures

Google released LUMIERE, a text-to-video diffusion model designed for synthesizing videos that portray realistic, diverse and coherent motion by using a Space-Time U-Net architecture that generates the entire temporal duration of the video at once, through a single pass in the model - in contrast to existing video models which synthesize distant keyframes followed by temporal super-resolution. #artificialintelligence #ai

- Generative AI models are incredibly powerful at approximating their datasets. - Model behavior is primarily determined by the dataset not the architecture, hyperparameters or optimizer choices! - We can expect to see more convergence in the field of generative AI. #genai source https://lnkd.in/dcs27ATj

As I start my journey investigating AI in Architecture, "Watching these systems do their thing behind the scenes makes it abundantly clear that they are not self-aware, not sentient, have no actual reasoning skills, and are little more than word prediction machines. Which means that a lot of the characteristics we ascribe to them, they don't actually have." - CHRISTOPHER S. PENN Excellent article for those interested in what's next in AI: https://lnkd.in/gSJRPu9J

Hey everyone! If you're interested in learning about how AI is transforming the design process, check out this great video by Steven Rubio | Show it Better. It features MVRDV a leading architecture firm, and how they're incorporating AI in their work. Watch the video here: https://lnkd.in/dJfAka4V.

If your organization is incorporating AI into your day-to-day operations, ensure you're getting the gold standard: #FlexPod for AI, which now includes a new reference architecture for GenAI. 🤖⭐️ Read the blog to discover the five key benefits: https://lnkd.in/gsjZA2xu

Autonomous agents are an end-goal for Generative AI (and getting there fast), but how do they work? My colleague, Dom Couldwell, posted a great high-level explanation of how they work, relevant use-cases, and underlying architecture. #DataStax #LLMs #GenAI #VectorDB https://ow.ly/ReHc50QM1i0

Ashish Kakran explores how Generative AI is evolving rapidly with a shift towards dramatically changing the very transformers that power it. Check out his article in VentureBeat to discover how these advancements could redefine the capabilities of AI in the near future. #Thomvest #GenAI #copilots #agents

Today's deep dive? The Inception Network and its ingenious use of 1x1 convolutions! The Inception architecture, introduced in the groundbreaking "Going Deeper with Convolutions" paper, revolutionized image classification. Here's why it's so cool: Inception Modules: These clever blocks process images with filters of various sizes (including 1x1) in parallel, capturing diverse features. 1x1 Convolutions: These unsung heroes reduce channel depth, making the network more efficient without sacrificing information. 🪄 By combining these techniques, Inception networks achieved impressive results while remaining computationally feasible. It's a win-win! #DeepLearning #ComputerVision #InceptionNetwork #AI #Day15