- We are excited to be selected by Booz Allen to support the Chief Digital and Artificial Intelligence Office?(CDAO) on programs to help build scalability, security, and repeatability into edge AI model development and deployment. Read more in the press release.
- A recent comparison of SageMaker models alone versus those optimized with LEIP (Latent AI's Efficient Inference Platform) were stunning.?SageMaker plus LEIP optimized models reduced OPEX by over 40% vs. SageMaker alone; increased edge inference by 66% and cloud inference by 48%; and reduced storage requirements with 10x smaller edge models. View the SageMaker and LEIP benchmarking results here. Read more about how LEIP and SageMaker work together to reduce your OPEX here.
The Latent AI Efficient Inference Platform (LEIP) is an MLOps SDK that can train, optimize, deploy, and secure neural network runtimes using any model and hardware; it’s a unified SDK built specifically for machine learning engineers and software developers.?
LEIP 2.8 is now available. LEIP 2.8 includes significant improvements that help move optimized neural networks from development to device faster and with better results. New features in LEIP 2.8 include:?
- MobileNet SSD Recipes
- EfficientDet Recipes
- Launch of the Latent AI Runtime Engine (LRE), a?Python/C++ wrapper that allows for near instant deployment of your model to any device
- LEIP Evaluate is now model and data agnostic
- New Fuji backend to the LEIP SDK that provides more quantization schemes, better bias correction and model coverage
Read our blog for more information or view the LEIP 2.8 Documentation on our website.
Watch an overview of LEIP 2.8 in the video below. For more videos, visit our website.
- To celebrate Women's History Month, Natalia Jurado (Sr. Embedded Systems Engineer), Chloe Chan (CFO & COO) and Sarita Hedaya (AI/ML Engineer) shared their stories about why they chose their careers.
- Scott Ostrowski joined Latent AI as VP of Federal. Learn more about Scott in our video interview and blog.
- During Engineers Week, David Huang (Software Engineer) and Videet Parekh (Data & Software Engineer) shared what inspired them to become engineers.
Get caught up with our latest blogposts:
- March 16: Jags Kandasamy, Latent AI co-founder and CEO took the stage at the Booz Allen Senior Leadership Meeting for the top 800 leaders in the firm.
- March 13: Sek Chai, Latent AI co-founder and CTO participated in a panel of industry capability providers at
MITRE
about governmental needs for integrating automated testing of AI into DevSecOps/MLOps.
- March 8-9: We were proud to sponsor the DSI Group's 11th Annual Unmanned & Autonomous Systems Summit. We gained valuable insight on how to best support UxS utilization and connected with industry leaders to learn about their strategic and technical priorities. We led a joint demo with
CACI International Inc
's CM62 micro gimbal and
Cleo Robotics
’ Dronut. Both streamed images through our LEIP optimized and secured model running on edge devices.
- February 16: We participated in the "DoD Emerging Needs to Accelerate Decision Advantage" Panel at the Potomac Officers Club’s?4th Annual AI Summit. Read Govconwire's coverage of the event.
- February 14: We showed how we rapidly build and efficiently run AI models on edge hardware in a joint demo with Booz Allen at WEST 2023.
- January 24-26: At AFWERX 2023 Innovation Days, we met with stakeholders to discuss how Latent AI builds and deploys models already pre-configured for their hardware.
