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From a Computational Moonshot to a $585M Medtronic Acquisition: CathWorks and the Science That Made It Possible
February 2026 | Vision Elements We are immensely proud to congratulate CathWorks , our portfolio company, on its acquisition by Medtronic (NYSE: MDT) — one of the world's largest healthcare technology companies. This landmark milestone, valued at up to $585 million , is the culmination of over a decade of relentless innovation at the intersection of computational science, artificial intelligence, and interventional cardiology. As the team that conceived and built the foundat
Vision Elements
Feb 167 min read


Custom AI Workflow Development: Why Node-Based Systems Matter for Production Pipelines
When companies need custom AI solutions for image generation, computer vision, or automated content creation, they quickly discover that simple prompt-based tools aren't enough. Production-grade AI workflows require fine-tuning, model orchestration, and systematic engineering—which is why platforms like ComfyUI have become essential for professional AI development. Understanding Custom AI Workflow Development with Node-Based Systems ComfyUI represents a critical shift in AI
Vision Elements
Nov 4, 20255 min read


Quantum Computing: Separating Hype from Reality
The buzz around quantum computing has reached fever pitch. Tech headlines promise revolutionary breakthroughs: quantum computers will...
Asaf Shimshovitz, PhD
Jul 31, 20257 min read


Beyond Neural Networks: How Gaussian Splatting Challenged 3D Reconstruction Orthodoxy
The story of 3D reconstruction follows a familiar pattern: neural networks arrive, everything changes overnight, and the field never...
Asaf Shimshovitz, PhD and Nadav Lavi
May 15, 20254 min read


Vision Elements at Embedded Vision Summit 2024: Video of Our Talk Now Live!
We’re excited to share that our presentation from the 2024 Embedded Vision Summit is now live and exclusively published by the Edge AI...
Vision Elements
Dec 20, 20241 min read


🎉 Kicking Off the Academic Year: Congratulations to the Haile-Scale Program Participants!
As we begin this academic year, we are pleased to celebrate the launch of the first cohort of the Haile-Scale program. Congratulations...
Vision Elements
Dec 4, 20242 min read


Part 5: Tutorial, Developing Deep Learning on AWS
This blog post walks you through the intricacies of migrating an AWS instance from one region to another for a more powerful instance.
Asaf Shimshoviz
Aug 5, 20242 min read


Part 4: Tutorial, Developing Deep Learning on AWS
This post focuses on a more efficient way to develop on AWS instance remotely using PyCharm.
Asaf Shimshoviz
Jul 18, 20242 min read


Part 3: Tutorial, Developing Deep Learning on AWS
In part 3, we will create EBS volume, connect it to the AWS instance, and upload data to the instance.
Asaf Shimshoviz
May 21, 20242 min read
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