# Quantum computing startup says it will leapfrog everybody

> **Platform:** [SPIDITS AI](https://spidits.com/) — Real-Time AI News & Market Intelligence  
> **Published:** 2026-06-18T23:31:58.000Z  
> **Category:** PRODUCT_LAUNCH  
> **Impact Score:** 140/100  
> **Primary Source:** [AWS ML Blog](https://aws.amazon.com/blogs/machine-learning/running-comfyui-workflows-on-amazon-sagemaker-ai-processing-jobs)  
> **Canonical Citation:** [https://spidits.com/timeline/quantum-computing-startup-says-it-will-leapfrog-everybody](https://spidits.com/timeline/quantum-computing-startup-says-it-will-leapfrog-everybody)

## Executive Summary
But the system would require a massive leap from any of its existing hardware.

## Referenced Coverage & Sources
- **[AWS ML Blog](https://aws.amazon.com/blogs/machine-learning/monitor-and-debug-generative-ai-inference-with-sagemaker-detailed-metrics-and-insights-dashboard-on-cloudwatch)**: Monitor and debug generative AI inference with SageMaker detailed metrics and Insights dashboard on CloudWatch — _Amazon SageMaker AI provides fully managed real-time inference hosting for machine learning models. You deploy a model to a SageMaker endpoint backed by one..._
- **[AWS ML Blog](https://aws.amazon.com/blogs/machine-learning/embed-the-world-multimodal-ai-for-searchable-aerial-imagery-at-scale)**: Embed the world: Multimodal AI for searchable aerial imagery at scale — _In this post, we walk through the problem space, our architecture on Amazon Bedrock and Amazon OpenSearch Serverless, the evaluation methodology we built on..._
- **[AWS ML Blog](https://aws.amazon.com/blogs/machine-learning/implementing-super-resolution-by-deploying-seedvr2-on-amazon-sagemaker-ai)**: Implementing super resolution by deploying SeedVR2 on Amazon SageMaker AI — _In this post, we demonstrate how to implement video upscaling using SeedVR2 on SageMaker AI. We cover the solution architecture, walk through the deployment..._
- **[AWS ML Blog](https://aws.amazon.com/blogs/machine-learning/running-comfyui-workflows-on-amazon-sagemaker-ai-processing-jobs)**: Running ComfyUI workflows on Amazon SageMaker AI processing jobs — _In this post, we walk you through how to deploy ComfyUI workflows on Amazon SageMaker AI processing jobs to generate hundreds of high-quality images in a..._

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