Artificial intelligence (AI) technologies continuously evolve and power various processes around us. Similarly, AI is one of the significant growth drivers in the semiconductor industry. It is because AI generates large amounts of data much faster and makes predictions more accurately than humanly possible. 

MemryX is a startup focusing on AI processing for edge devices and is creating new technologies to address this emerging market. Let’s take a closer look at MemryX and its future directions. 

Company Background

MemryX Inc was established in 2019 by Dr. Wei Lu to create an AI accelerator suitable for Edge devices. Dr. Lu has been an Electrical Engineering and Computer Science professor at the University of Michigan since 2005. He specializes in memory systems, neuromorphic computing, and in-memory computing system. Dr. Lu and his team spent almost three years developing and proving MemryX’s unique approach.

The company’s website lists Dr. Wei Lu as CTO and Co-Founder, while Keith Kressin is the President and CEO. Dr. Mohammed Zidan is the VP of Architecture, and Roger Peene is the company’s VP of Product & Business Development.

Just this March 2025, MemryX has raised $44 million in Series B funding through the support of new and existing investors. Their Series B founding comes at an opportune time of the MemryX’s announcement of the production quality of their MX3 Accelerator chip.

The Target and Flag Plant

Since the start, MemryX’s goal has been to be the leading provider in the edge AI semiconductor market. After all, this industry to projected to grow rapidly over the years because there’s ample demand for low-power and efficient AI accelerators.

Its target has always been industries that need real-time AI processing at the edge, such as automotive, smart devices, healthcare, industrial automation, and IoT.

As mentioned earlier, the company’s flagship product, the MX3 AI Accelerator, has moved beyond initial sampling and is now in full production. Because of this, it has earned industry recognition for its performance and ease of integration. Its innovative dataflow architecture allows developers to deploy complex AI models with minimal energy consumption and latency.

Strategic partnerships, such as its collaboration with the National Semiconductor Hub in Saudi Arabia and membership in the Edge AI Foundation, signal its ambition to expand globally while shaping the standards of the edge AI ecosystem.

The Challenge

Because of the rapid adoption of AI, there’s a challenge to have powerful models out of the cloud and into the real world without being overwhelming to devices in terms of not only power but also heat and complexity.

That said, CPUs, GPUs, and other traditional processors may not be ideal for real-time use beyond their use for training models. With that in mind, MemryX may find various challenges:

• High power consumption. A lot of accelerators drain too much energy, limiting their use in mobile or embedded devices.
• Latency issues. Cloud-based AI introduces delays that are unacceptable for applications like autonomous driving or medical imaging.
• Complex deployment. Running models on diverse hardware often requires extensive optimization and developer expertise.
• Scalability concerns. As models grow larger, businesses need solutions that can keep pace without ballooning costs.

Amid these challenges, MemryX saw an opportunity. It found a way to build a chip architecture with a dataflow-driven design, making edge AI both scalable and accessible.

Conclusion

The successful Series B funding in 2025 and partnerships with organizations like the National Semiconductor Hub in Saudi Arabia and the Edge AI Foundation show that MemryX is no longer just an emerging startup. It is an influential player with global ambitions. Recognition, such as the 2025 Edge AI and Vision Product of the Year Award, further validates its technology and market impact.

In short, MemryX has planted its flag as a serious contender in the semiconductor space, turning vision into execution and execution into momentum.

For brands that can’t afford to hire an in-house designer and don’t have the time to browse through thousands of freelance designers in job marketplaces, graphic design as a service offering unlimited graphic design is a practical and convenient choice.

But with a handful of service providers out there, which ones should you choose? Here’s a list of the best ones on the market right now, along with the features that make them stand out.

1. Penji

Often hailed as the best creative design company, Penji is a reliable visual communication partner for many brands. The best thing about Penji is that they only hire the top 2% of creatives worldwide. That means clients get access to top talent without the long-term commitment of hiring an in-house designer.

Features:

• Unlimited graphic design at a flat monthly cost
• Wide variety of design expertise, from branding design and pitch decks to UI/UX and custom illustrations
• Turnaround time of 24-48 hours
• Has a specialized app with a point-and-comment feature, making it easy to request revisions 

2. Design Shifu

Design Shifu, meanwhile, focuses on providing fast and reliable designs without having to hire an in-house designer.

Features:

• Dedicated designer who gets familiar with your brand
• Quick turnaround of 24-48 hours
• Multiple plan levels

3. Superside

Superside is another powerful unlimited graphic design provider in the field. However, it’s crucial to note that its price point is a lot higher than other players in the graphic design services arena.

Features:

• AI-powered workflows
• 24/7 wide timezone support
• Top-tier creative talent pool

4. ManyPixels

ManyPixels, meanwhile, offers a variety of unlimited graphic design types. However, it’s best to note that you might need to go for a higher tier if you have a tight campaign schedule and you need a shorter turnaround time.

Features:

• Flexible options for all types of users
• Web graphics and social media
• UX design, animations, and more

Feature Image Credit: Photo by Antoni Shkraba from Pexels

If you’re one of those people who “cherish” their phone number and vow to stay with it for the rest of their lives, you have another thing coming. When you share your phone number with friends, social media, or with an online store, you’re unknowingly exposing yourself to potential danger. Your number is a magnet for thieves looking to steal your information or even your identity. If you want to avoid this wreaking havoc on your privacy and messing up your digital life, it’s time to take action: get a secret phone number.

It may not be a 100% fool-proof solution, but it’s an excellent start. Below are a few things you need to know:

Your Privacy

Think about the last time you changed your phone number. Many people are actually proud of having a single number for as long as possible. What they don’t know is that this can be a threat to your privacy and your sanity.

There are such companies that are called “data brokers,” and they get people’s phone numbers through various means. You may not have heard of Spy Dialer Inc. or Applecart, but you can be sure they have heard of you. You may have given them your number through your doctor’s office or a frequent shopper card. Whatever route they used, you’re still at risk.

A secret phone number will prevent shady marketers from getting hold of your first phone number. You can use it as a “junk number,” as you have the option not to tie it to your real name. Think of it as a secondary email that you use to sign up for random discount codes or memberships.

Your Security

Be aware that in the unfortunate event that your phone number falls into the wrong hands, anything can happen. From gaining access to your voicemail or hacking your financial details, a second phone number can help you avoid these. 

Hackers may find it challenging to access your online accounts, but with the help of your phone number, it becomes easier. You can use a secret phone number that you will link to these accounts. This will help lessen the risk of your accounts being hacked.

Consider this second phone number as a throwaway number that you can ditch once it serves its purpose. You can then get a new one and start all over.

Get a Second Line

Now that you’re convinced that a second number can prevent you from falling victim to many online thefts and hacking, it’s time to get one. How do you go about it? Get a second phone line.

Although it will cost you, consider the safety and security a second number will provide. You can buy a new SIM card, preferably one that is prepaid. You can easily insert it into your phone and use it as you would your first number. Most smartphones nowadays come with two SIM slots, so this shouldn’t be a problem.

You can also use apps specifically for this purpose. A few good examples would be Burner, CoverMe, or Hushed. While these are seen as band-aid solutions, they are still significant measures in protecting your privacy, security, and identity. 

Do this while we wait for the system to find ways that won’t require us to tie our phone numbers to our accounts and identities. Many people will find these solutions to be burdensome and would not like the idea of having a secret phone number. However, prevention is still better than finding the cure.

And for other news, stories, and tips, read more here at Owner’s Mag!