StrategyDriven Risk Management Article | Increasing Trust: Engineering Autonomous Vehicles that Are Safe and Secure

Increasing Trust: Engineering Autonomous Vehicles that Are Safe and Secure

StrategyDriven Risk Management Article | Increasing Trust: Engineering Autonomous Vehicles that Are Safe and SecureThe concept and aspiration for fully autonomous vehicles has been around for at least 40 years. The reality in 2019 depends on who you talk to; it’s either here today, a few years away, or a decade or more before they truly become mainstream.

The Society of Automotive Engineers has defined six levels of autonomy from level 0 – 5. While manufacturers have been working hard on the development of autonomous vehicles, the reality is that today the vast majority of vehicles for sale are only capable of providing level 2 assistance features. Level 2 automated driving is defined as systems that provide steering and brake/acceleration support, as well as lane centering and adaptive cruise control. The human at the wheel must be driving and constantly supervising the automated features. A few OEM’s in-market today have been working towards Level 3 & 4 automation, meaning the car can take over most driving functions , but the driver must still be able to intervene at any time.

For most automakers, in order to reach this goal, incremental technological and commodity changes will not be enough. Instead, to achieve the full road map of autonomy will require a transition to a complete automotive platform inclusive of AI-enabled microprocessors, software, new architectures and levels of performance to be deployed scalably.

Navigating the Path to Pervasive Autonomy

Because of the emphasis on commodity-based engineering, workflow in a typical OEM has a very long lead time and cycle. Worst case cycle times have ideas begin in the research factory maturing over several years leading to product engineering where they take around 3-4.5 years.

For these main reasons and many smaller ones, this approach is not scalable nor cost effective as we move into the 21st century.

One of the cornerstones of the new architecture is the concept of a layered software-based platform which allows for the addition and deletion of software defined capability in each layer (see below). This facilitates features to run as “applications” executed on top of the service platform like PC or mobile phone which provide the ability to change (extend or restrict) the performance.

The impact of these rationalization and transformation initiatives are providing significant value for the OEM as well as the end-consumer:

  • The amount of wiring can be reduced (cost)
  • This allows further weight reduction of the car
  • Increased performance and/or driving range (performance/emissions)
  • Reduce manufacturing cost and time.

The end-picture and future benchmark to consider is provided by Tesla. Through digital connectivity within the car an ultimate level of rationalization will bring cabling requirements from about 5 km of wiring today to 100 m in a Tesla Model Y.

Tesla also recognized early that hardware rationalization and connectivity capabilities outside of the vehicle system would be paramount to unlock and accelerate the uptake of the ACES (Autonomous, Connected, Electric and Shared Mega-Trends) trends, which would ultimately not only provide the revenue streams of the future but also leverage AI benefits across the different functionalities inside and outside of a vehicle.

The commercial confirmation and practical demonstration of this flexibility can be seen at Tesla where they have already established this software working environment and pushing new autonomous and AI benchmarks as announced in April 2019.

In a world of static automotive features, closed systems and changes made through recalls and other legacy methods, such an architecture is viable. However, to achieve the three automotive pillars of being safe, secure and smart, fully autonomous vehicles need to have a more open, integrated hardware and software systems architecture vs. siloed and disconnected. Autonomous vehicles must possess architectures that allow subsystems to work together to harness and exchange data in real-time to make intelligent decisions.
The sooner this transformation happens, the sooner Level 5 autonomous vehicles will become a reality.

Solution for Autonomous Driving

Wave Computing, for instance, offers a full range of SoC solutions designed specifically for the automotive industry. The company’s MIPS technology-based ISO-26262 certified processors enable OEMs to design, develop and scale their vehicle software architectures in a secure environment. The architecture includes hardware multithreading with support for up to four threads and the ability to run two instructions simultaneously during every clock cycle. And Wave Computing’s TritonAI 64 IP platform enables developers to address a wide range of automotive AI use cases with a single comprehensive platform, including optimized AI libraries.

Whether next year, five years or a decade, the dream of fully autonomous driving will become a reality. To fulfill that dream, however, automotive manufacturers must make major changes to their automotive architectures and supply chains. Transforming what was once a rigid hardware platform of siloed features and functions, to a fully systems-based software platform won’t happen overnight, but it’s a critical component to delivering Level 5 autonomous vehicles that are safe, secure and smart.


About the Author

Steve Brightfield, Senior Director of CPU and AI IP, MIPS Machines Div, Wave Computing. For more information, please visit www.wavecomp.ai.

StrategyDriven Entrepreneurship Article |Passive Income|How I’m Retiring In Style and How You Can Do It Too

How I’m Retiring In Style and How You Can Do It Too

StrategyDriven Entrepreneurship Article |Retirement Planning|How I’m Retiring In Style and How You Can Do It TooToday I am one of a small group of investors that owns several Commercial Real Estate (CRE) properties valued at over $50 million.

The First Leap to Financial Freedom: Starting my own business

In August of 2003, I made the great leap into the unknown when I went into business for myself. It turned out that starting Marshall Commercial Funding was the single best career decision I have ever made.

Financially, things changed quickly and dramatically.

For the first time in my life I was making good money. I was able to sock away money into savings which was good because we all know what happened in 2008 – The Great Recession. I was able to weather the economic storm because I had enough money in savings to make it until the real estate market turned the corner. And when the economy improved I was able to pick up right where I left off before the recession hit.

The Second Leap to Financial Freedom: CRE Investing

So in 2007 I made the next biggest and most financially rewarding leap in my career. I approached one of my long-time clients to see if I could invest with him.

He had everything I was looking for in a real estate sponsor: He was competent, he was trustworthy and he had a proven track record. I asked him if he would be willing to take me on as an investor when he purchased his next rental property and he readily agreed.

Do you remember where the real estate market was in 2007? It was at the absolute peak of the last real estate market cycle. My timing couldn’t have been any worse. Nevertheless, I have invested with him nine times.

Retiring In Style Is My Goal

Today, not only could I retire at this very moment, I could retire comfortably. I don’t know about you, but I don’t want to retire comfortably. I want to retire in style. I want to see and do all the things I’ve always dreamt of.

Currently I have seven sources of passive income generated from my real estate investments. I estimate if I wait a few more years I may have as many as two or three additional sources of passive income. And when the passive income from my rental properties coupled with my future Social Security checks consistently and significantly exceed my monthly personal expenses, then and only then, do I plan to retire.

At that point I’ll be able to retire in style. And although I haven’t quite gotten their yet, I’m ever so close to doing so.

If I can do it, so can you!

Why am I telling you about my journey from financial distress to hopefully retiring in style? Because I believe that 90% of you reading this, if not more, are in the same predicament I was in. You’re either currently in financial distress, as I was for the first 24 years of my CRE career, or you are financially prosperous but realize that unless things change dramatically you’re not going to retire well.

I’m here to emphatically tell you if I can go from serious financial distress to being on the verge of financial freedom, SO CAN YOU!

Follow the Road Map to Financial Freedom

Simply put, by investing in commercial real estate you can slowly, but steadily build real wealth and grow passive income from your rental properties. It’s not a myth. And it’s not a get rich quick scheme. It actually works.


About the Author

StrategyDriven Entrepreneurship Article |Passive Income|How I’m Retiring In Style and How You Can Do It TooDoug Marshall, CCIM, founded Marshall Commercial Funding, Inc., a commercial mortgage brokerage firm located in Portland, Oregon in 2003. He has more than four decades in the commercial real estate business. His new book is Mastering the Art of Commercial Real Estate Investing: How to Successfully Build Wealth & Grow Passive Income from Your Rental Properties. For more information visit: www.Marshallcf.com.

StrategyDriven Management and Leadership Article |Leadership|5 Leadership Traits You Didn’t Need 50 Years Ago

5 Leadership Traits You Didn’t Need 50 Years Ago

StrategyDriven Management and Leadership Article |Leadership|5 Leadership Traits You Didn’t Need 50 Years AgoThe role of a leader is always evolving, so it makes sense that the traits of a modern-day leader may be different from the leaders of half a century ago.

Of course, some traits have remained pretty consistent throughout the years, such as being a role model and having strong communication skills.

The following are some of the leadership traits that are important now that might not have been in the past.

1. An Ear for Employees

Perhaps one of the most drastic differences between modern-day leaders and leaders from the past is that today’s leaders are interested in what employees want and need.

50 years ago, managers simply had to be charismatic enough to bark orders at their employees to get the job done.
The goal was always to satisfy the company’s owner without paying too much attention to the employees. Leaders weren’t too interested in complaints, concerns, and feedback from their employees. That kind of leader will not work with today’s empowered workforce and may even be counterproductive.

Today’s managers encourage employees to express their points of view and discuss or bring up tough issues.
Leaders in the past would not talk about mistakes, but today’s managers are expected to highlight mistakes along with employees so that everyone can learn from them.

2. Ability to Change

CEOs, managers, and any other type of leader of today cannot be the kind of person who sticks to what works but rather a person who can change at a moment’s notice. The reason today’s authority figures cannot stay stagnant deals with the nature of modern-day business.

The internet has been creating all sorts of changes that affect business almost at lightning speed. A new internet-based concept could cause a chain of events that could break a company that refuses to change with the times.

Take video streaming, which basically has defeated regular DVD rentals and is taking a serious bite out of the entire movie-making business. Leaders in the past were taught not to rock the boat too much because it could disrupt a well-oiled machine, but that kind of leadership could sink companies today.

3. A Reflective Spirit

Another thing that is unique about today’s authority figures is their ability to be reflective. This sense of self-awareness is unique to modern-day leaders, and it helps them improve their leadership skills and work on weaknesses.

This skill also allows modern-day directors to hire employees that will actually complement them by looking for individuals that are strong where they are weak.

Leaders from the past were not too concerned about finding individuals who might help them become better because that kind of collaboration simply did not exist back then.

StrategyDriven Management and Leadership Article |Leadership|5 Leadership Traits You Didn’t Need 50 Years Ago4. Aware of the People’s Heart

Generation X and Y employees are a different kind of workforce. These individuals know how important they are to companies and use that as leverage to get what they want.

This workforce does not mind jumping from job to job and a workforce that values experience more than pay.
A leader from the past might just alienate today’s employees so much that it might be hard to fill certain positions.

This is the reason contemporary authority figures need to be able to keep employees happy by listening to them and finding ways to create a good corporate culture.

Company culture actually helps keep employees in their positions and helps employees feel more invested in their positions, which increases productivity.

One way modern leaders do this is by rewarding the entire team instead of individual efforts, which makes employees collaborate better rather than compete with each other.

5. A Focus on Diversity

Another trait that is quite important for modern overseers is the ability to connect with all sorts of workers. The new age workforce is filled with all sorts of people as the country continues to become more diverse.

Being sensitive to all the cultural differences is important in order to make individuals feel welcomed and to respect other people’s customs. This is a trait that simply was not too important in the past.

Yesterday’s authority figures barely communicated with their workforce; the only thing that was important was getting the job done.

Leaders back in the day could have been offensive, yet they might have still been valued by their employers.
Well, new age authority figures definitely need to be more sensitive because failing to do so could not only alienate employees but could also put the company at risk of lawsuits.

StrategyDriven Managing Your Finances Article |Payroll for a Business|7 Common Mistakes to Avoid When Doing Payroll for a Business

7 Common Mistakes to Avoid When Doing Payroll for a Business

StrategyDriven Managing Your Finances Article |Payroll for a Business|7 Common Mistakes to Avoid When Doing Payroll for a BusinessDo you have employees? That’s great! All you have to do is cut them a check to pay them, right?

Unfortunately, it’s not that easy. That’s what has led the payroll industry to grow to a size of $81.5 billion.
If you’re handling payroll for a business yourself then you need to know what to look out for, so you don’t make any mistakes. Keep reading to learn seven common payroll mistakes that can cause problems for your business.

1. Missing Deadlines

When you deal with payroll, your employee paychecks aren’t the only money that you’ll be paying out. You also have to deal with government taxes.

You need to make a note of when your federal and state tax deadlines are for payroll. If you want to avoid missing your deadline, then either set reminders or automated payments for your tax obligations.

2. Not Keeping up With New Laws

Laws for payroll don’t stay the same. In fact, they change all the time. If you don’t stay up to date with what’s happening with the current laws, then you’re asking for trouble.

By staying up to date, you can make sure that you’re always following the law. You won’t have to worry about your next audit finding something that you missed.

3. Not Sending Tax Forms

Every penny you pay your team gets reported to the government. Shouldn’t they be the ones who send out your employee’s earnings for the year?

Wrong. That’s up to you to do. Make sure that all your employees receive their 1099 forms by the due date.

4. Bad Records

It’s required by law to keep all your records up to date, accurate, and available for several years. If you don’t, then you can face fines from the government.

This is why it’s necessary to invest in a record-keeping system that will keep things up to date. But keeping records in order isn’t easy. Contact a payroll service to get help getting your data in order.

5. Ignoring Garnishes

It doesn’t feel good to take payment from your team’s checks. But if you get a request from the government, you need to take action immediately.

Any mistake here can lead to a time-consuming process to correct.

6. Miscalculating Overtime

Overtime pay isn’t optional when you have hourly employees. You’re required to pay them for any extra time they work for your company. If you don’t keep accurate records of overtime hours, then you’re going to have problems paying people for their time.

7. Not Keeping Backups

If you’re using cloud software to handle payroll, then you don’t have to worry much about data loss. But if you manage everything locally on your office computers, then you run the risk of losing data.
Make sure to put a backup plan in place to save your data in case this happens. A backup service costs money but will save you time and money in the long run.

Payroll for a Business Isn’t Easy

If cutting a check to your team was all it took to do payroll, then the payroll industry would be doomed. But payroll for a business isn’t that simple. Make sure you avoid the mistakes above so you can prevent costly mistakes.

Are you looking for more business advice? Keep browsing our blog to read through our latest tips.

StrategyDriven Risk Management Article |Alarm System|Learn About Alarm System Technology

Learn About Alarm System Technology

StrategyDriven Risk Management Article |Alarm System|Learn About Alarm System TechnologyNearly 70 percent of the homes in the United States don’t have a security system in place. Without a home security system, you are giving burglars an invitation to come in and steal whatever they want. Millions of home burglaries occur each year, which is why taking preventative measures to protect your home is important.

Learning about and investing in the latest alarm system technology is crucial. While this security technology will be expensive, it is definitely a great investment. The more you know about how to navigate the world of alarm system technology, the easier it will be for you to find the right elements for your residence.

Here are some of the things you need to know about alarm system technology.

Choosing a Smart Hub is Important

Do you already have a number of smart home devices in place? If so, being able to pair them with your new security system is a good idea. The only way to accomplish this is by investing in a smart hub. In essence, a smart hub acts as the centralized control system for your smart home. With this hub, you can control everything from your lights to your security system with the sound of your voice.

Instead of rushing out and buying the first smart hub you find, take some time to do a bit of research. Making sure the security hub in question is compatible with your devices and security system.


Monitoring is a Must For Modern Security Systems

One of the main goals you should have when having a security system installed is protecting your family and your possessions. If a burglary does occur, you want the authorities to be notified immediately. A security alarm will be useless if it is not being monitored, which is why working with a company like Alarm Grid to get this monitoring is so important.

A security system with monitoring will dial out to the authorities and the security company as soon as the alarm is tripped. This means that the burglars will be caught and brought to justice for robbing your home. The extra money you pay for this monitoring will be worth it considering how helpful it can be in the long run.StrategyDriven Risk Management Article |Alarm System|Learn About Alarm System Technology

Choose a Security System You Can Easily Operate

When trying to find the right security system for your home, be sure to do your homework. Ideally, you want to choose a system that is easy to operate. If a system is hard to operate, the chances of mistakes happening will increase substantially.

Looking at the reviews a particular security system has can be helpful. With this information, you can start to narrow down the selection of systems at your disposal. Failing to do this type of research can lead to problems in the future.

Allow Professionals to Install Your New Security System

One of the biggest mistakes a homeowner can make is trying to install their own security system. Rather than deal with the problems this can cause, you need to hire experienced professionals to help you out.