Blog

Latent AI Wins 2020 Startup of the Year Award from IoT World

Latent AI’s Efficient Inference Platform (LEIP) recognized by leading IoT experts, analysts, and editors as key edge AI technology bringing AI to a smarter edge. Menlo Park, CA, August 14, 2020 — Latent AI, creators of the Latent AI Efficient Inference Platform (LEIP) and the latest spinout from SRI International, has been recognized as the ...
Read more
Latent AI avatar
Latent AI August 14, 2020
0

The Adaptive AI™ Approach: Run Deep Neural Networks with Optimal Performance

If you are an AI engineer dissatisfied with the speed or power consumption of your neural network inferences and believe there are no solutions available for better performance….then keep reading! I’d like to introduce a new way to run your deep neural networks at their most optimal point. It is dynamic, context-aware, and flexible. It ...
Read more
Sek Chai avatar
Sek Chai May 7, 2020
0

How Latent AI’s LEIP SDK Improves Deep Learning Inference Efficiency

Our Latent AI Efficient Inference Platform (LEIP) is an SDK for deep learning training and inference. LEIP provides APIs to train, quantize, and deploy edge AI models from many deep learning frameworks. It then generates optimized runtime engines deployable in embedded devices and infrastructure edge devices. Latent AI’s LEIP SDK enables you to deploy deep ...
Read more
Sek Chai avatar
Sek Chai April 30, 2020
0

The Quantization Myth

Demystifying Quantization Do you need high bit-precision to operate neural networks? More specifically, do you need a high bit-precision processor to run neural network inferences in the same level of fidelity that you’ve trained them? These concepts seem to be popular myths but are not true. A large part of the confusion around these myths ...
Read more
Sek Chai avatar
Sek Chai April 21, 2020
0

Defining the Edge

Edge Computing Started with the Abacus Edge computing and edge AI are extremely popular tech buzzwords today.  Just do a quick Google search for this term and you’ll get about 233 million results in less than a few seconds. Yes, there’s an overwhelming amount of information about edge computing and especially the importance of moving ...
Read more
Jags Kandasamy avatar
Jags Kandasamy February 14, 2020
0

The Era of Commercializing AI, Part Two

Supporting Efficient Workflow for Commercializing AI  At the early stage of AI commercialization, we are faced with the “dark ages” of tools, infrastructure, and approaches. There are many analogies that we can draw upon to understand where we truly are at this moment. For example, in the early days of the Internet, everyone was building ...
Read more
Sek Chai avatar
Sek Chai September 10, 2019
0

The Era of Commercializing AI, Part One

Beyond the Valley of Innovation Death Rapid success in deep learning algorithms has spawned new applications in video analytics, speech processing, and natural language processing. New smart products with compelling user experience, driven by the power of AI, can create safer human environments, allows us to work more efficiently, and helps to make communication easier. ...
Read more
Sek Chai avatar
Sek Chai August 28, 2019

Latent AI, Adaptive AI Optimized for Compute, Energy and Memory

Originally published in Petacrunch on August 9, 2019. Latent AI has raised $3.5M in total. We talk with Jags Kandasamy, its CEO. PetaCrunch: How would you describe Latent AI in a single tweet? Jags Kandasamy: Latent AI brings Adaptive AI™ to the edge through our core technologies and platform tools enabling efficient, adaptive AI optimized for compute, energy, and memory ...
Read more
Latent AI avatar
Latent AI August 11, 2019
0

AI Moves to the Edge

Edge is Where the Opportunity is and Why AI Needs to Evolve This is a 2-part series on the impact of AI on the edge as compared to the core, and why the approach to building AI algorithms needs to change if they are to operate more efficiently on the edge Introduction From enabling autonomous ...
Read more
Manju Bansal avatar
Manju Bansal June 24, 2019
0

It’s Time for Adaptive AI to Enable a Smarter Edge

Most of us are familiar with this scenario:  “Hey Siri (or insert your favorite ‘wake’ word for your digital voice assistant), turn on the hallway light.”  Instantly and magically, that hallway light turns on, and life is good. But then, reality kicks in, and all of a sudden your internet service provider is experiencing an ...
Read more
Jags Kandasamy avatar
Jags Kandasamy June 21, 2019
0