Image by How-Quantum-Computing-Benefitting-AI
- By Sejuti Das
Google, this week, has launched a new version of their TensorFlow framework — TensorFlow Quantum (TFQ), which is an open-source library for prototyping quantum machine learning models.
Quantum computers aren’t mainstream yet; however, when they do arrive, they will need algorithms. So, TFQ will bridge that gap and will make it possible for developers/users to create hybrid AI algorithms combining both traditional and quantum computing techniques. TFQ, a smart amalgamation of TensorFlow and Cinq, will allow users to build deep learning models to run on a future quantum computer with minimal lines of Python.
According to the Google AI blog post, TFQ has been designed to provide the necessary tools to bring in the techniques of quantum computing and machine learning research communities together in order to build and control natural and artificial quantum systems. e.g. Noisy Intermediate Scale Quantum (NISQ) processors with ~50 – 100 qubits.
The purpose of quantum com
📣 Want to advertise in AIM? Book here
Sejuti Das
Sejuti currently works as Associate Editor at Analytics India Magazine (AIM). Reach out at sejuti.das@analyticsindiamag.com
Related Posts
AI is Redrawing VC Rules as Investors Hedge Bets Against Rival Startups
As AI reshapes markets, VC firms like Sequoia Capital are backing rival startups, raising fresh questions.
Inside IAIRO, India’s ISRO for AI
IAIRO is trying to create an ecosystem in India with funded labs, strong mentors, ambitious peers, and a culture of
For 25 Years, Wikipedia Trained AI. Now it Wants Payback
Wikipedia’s partnerships with Microsoft, Meta, Perplexity, Mistral, and Amazon have ushered it into the AI era.
Global AI Summits, Big Promises, No Rules: Will India’s Be Any Different?
The previous global AI summits have delivered failed promises of self-regulation by Big Tech and voluntary agreements lacking teeth.
How Agentic AI is Redesigning Job Roles for Engineers
EY research shows that 62% of employees in India are already using AI regularly at work.
AI is Forcing the End of Unit Testing. Here’s What It Means for Engineering Talent
The cost of such failures is enormous, forcing teams to rethink how early and how holistically they test.
India’s Big Tech Governance, Unchecked Tech Optimism Alarm Policy Advisors
Policy advisors and civil society groups accuse Big Tech of serving corporate interests with a hawkish AI push.
Why Scrapping 10-min Delivery Doesn’t Give Gig Workers Much Relief
Quick commerce firms are scrapping 10-minute deliveries, but riders still chase incentives and face penalties.
Download the easiest way to
stay informed
stay informed
