The Intelligent Machine
Categories:
Artificial Intelligence
Categories: Artificial Intelligence
| For years I have studied artificial intelligence through the lens of governance, institutions, and system design. Yet the more I published, the more one pattern became impossible to ignore. Readers were not asking for more theory or more debate about algorithms. They were asking for clarity about the physical world of artificial intelligence. They wanted to understand the machines that now shape daily life in ways most people never see. The machines that listen. The machines that watch. The machines that decide. The machines that act. The machines that help. The machines that fail. The machines that are becoming autonomous. People want to know where these devices came from, how they evolved so quickly, why they are vulnerable, why they fail in unexpected ways, how they could be exploited, what can be done to protect them, how they reshape society, and what happens as they move toward full autonomy. That is precisely why I am creating this series for The Intelligent Machine. When you examine the history of intelligent devices, a pattern becomes unmistakable. The origins of autonomy stretch from ancient automata to modern embodied systems, and the same architectural principles keep reappearing. This series will trace those foundations, examine the rise of smart machines, explore the evolution of autonomy, analyze the emergence of device free intelligence, and map the scenarios that define our path toward twenty fifty. I am writing this series in public because readers should have a role in shaping it. Your insights, your recommendations, and your critiques will influence the direction of the work. Add your perspective in the comments and share the questions you believe this series must answer. My takeaway Artificial intelligence is no longer only software. It has moved into the physical world. The future will be defined by the devices that sense, decide, act, and learn. Understanding these devices is the only way to understand where intelligence is heading. |
Executives what to know - How is my portfolio doing in terms of Planned Revenue vs Actual Revenue and Planned Expense vs Actual Expense?
| In this article I will cover how to find the Delta between two numbers. A while back I wrote an article where I showed the how to utilized various queries to find difference and commonalities between two data sets. You might want to check it out.
Lets looks at a simple example where an organization is running multiple projects and needs to determine how projects are doing in terms of how the project owners predicted the value of the project will be in terms of planed revenue versus the actual revenue. The same goes to comparing the planned expenses, that will be as part of executing this project, and the actual expenses.
BTW, revenue is not the same as income or profit, we will not cover their differences this article. Simply revenue is a gross amount and income or profit reports the net proceeds.
To find the Delta between the Planned Revenue and Actual Revenue.
Absolute Delta formula: Delta Planned Revenue vs Actual Revenue = Planned Revenue - Actual Revenue Delta Planned Expense vs Actual Expense = Planned Expense - Actual Expense
Relative Delta formula: Delta Planned Revenue vs Actual Revenue = (Planned Revenue - Actual Revenue) / Planned Revenue * 100 Delta Planned Expense vs Actual Expense = (Planned Expense - Actual Expense) / Planned Expense * 100
This will provide the Percent (%) difference between the two numbers.
Here is a dashboard which clearly specifies the difference between planned revenue/expenses and actual revenue/expenses.
Now if you are overseeing the portfolio, you’d better have another dashboard explaining that differences to the executives.
Let me know what are your thoughts In the comments below. |
Memorial Day - A Day of Remembering the People Who Scarified Their Lives
Categories:
Motivation
Categories: Motivation
Today is Memorial Day, an American holiday, honoring the men and women who died while serving in the U.S. military. It was originally known as Decoration Day. The origins of it came years following the Civil War and only became an official federal holiday in 1971.This practice of honoring those who have fallen in battle dates back to the ancient Greeks and Romans who held annual days of remembrance for loved ones which included the soldiers. The first known public tributes to war dead was in 431 BC, when Pericles, an Athenian general and statesman, delivered a funeral speech praising the sacrifice and valor of those killed in the Peloponnesian War.Each of us as citizens of the planet earth have to hold our elected officials accountable from taking our rights away and becoming tyrants causing pain to us and our neighbors and thus avoiding the sacrifices of our brave soldiers. |
5 New Year Resolutions Every Project Manager Should Make and Keep
| It's beginning of the new year and we make grand resolutions that we would fail to achieve. Studies show that by the end of the year only 10% of the people will keep their New Year resolutions. Don't make overarching goals which will be unachievable. I use SMART goal setting: S - specific M - measurable A - achievable R - realistic T - time-bound
Here are my 5 Project Management Resolutions for your New Year: Stay Healthy Learn About Your Team Communicate More Provide Business Value Celebrate Wins
Stay Healthy Staying physical and mentally healthy is not just important for your job but for your life as well. Eat right - more fish, nuts and berries. Coffee - last call before 2pm so as not to interfere with your deep sleep. Hydrate - drink water throughout the day. Exercise - do muscle straightening as well as cardio. Turn off all electronics at least 1 hour before sleep. You'll have better concentration, you will be more creativity and productive the following day.
Learn About Your Team Over the course of the project you will be asking your team to perform tasks so that the project gets completed. What I like to do before the project starts is get to know each person on an individual basis. We all have strengths and weaknesses. I like to help each one on my team to improve on their weaknesses and get their strength to the next level. Have conversations with each member of your team. Observe their behaviors. Are they an introvert or an extrovert. Are they a problem solver or someone who needs a little push.
Communicate More In overseeing programs and portfolios, I find that most project managers only report things that are going well fearing the "shoot the messenger" blow back. What I tell them is: give me the good, bad, and the ugly. That way I can help them break down obstacles that are in their way. Other project owners will do the same. That's our job. Your project owners are looking for ways to help you and will help you remove roadblocks and provide guidance.
Provide Business Value You finish your projects on time, within scope and within timeframe, as well as with the right quality. All too often focusing on the output without understanding why. You need to understand how your project contributes to the overall business. That way you can make better decisions and recommendations during the execution of the project. If you understand the outcome what the project will provide, you will contribute to the business value over the course of the project and not just complete the project successfully. Look at the bigger picture. And ask a simple question: Why? Why are we doing this project?
Celebrate Wins Have you ever noticed how the minute you accomplish one thing you scratch it of your list and go to the next task? You become a robot doing a task after task after task. Celebrating individual and team achievement, large or small, during your project. Provide a meaning, remind the team of the reason for what they have done and accomplished. A simple "Thank You" through the day goes a long way in motivating your team and letting them know that their work matters.
Let me know about your New Year Resolution. |
How to Prioritize Your Company’s Projects
| Business priorities can change depending on the paced that the industry is in. Now that the year is almost coming to an end your organization should have a list of projects that it wants or needs to undertake.
But how do you prioritize if everyone saying that their project is important and needs to be done?
There has to be a Laser Focus on what projects are important to the business. Meaning all have to agree on number one - numero uno - project and the next ones after it.
Some of the pitfalls a business could face: Having no clear view of the status of the projects or even the anticipated benefits. Lack of due diligence in updating the status of the projects. Projects being driven by resource's availability instead of project's strategy alignment to the business goals. Resources are available for the projects - let the project roll. Not enough resources - the project is put on a back burner, together with the business.
Business has to not only priorities projects at a strategic level but at an operational level as well. Not doing so can mean the difference between success and failure for the business.
I have over 20 years of experience in prioritizing, selecting, and managing projects. In that time, I have developed a simple framework that I call "Laser Focus." Main points of Laser Focus: Goal: What is the goal that the organization is pursuing? What is the vision statement for supporting this goal? Triple Constraint: Scope, Cost, and Time. And in the middle of the Triple Constraint sits Quality. Operational and Strategic Project List: What is the business's immediate and long-term projects? People: Without people there is no business. Do you have the right set of people to accomplish the projects? Do you have a plan to make sure that your people have the necessary skill set and a chance to grow new ones? Do you have a succession plan to take someone’s place when they are promoted or leaves the company? Do you have a moving up the ladder plan?
Communication is the key. Executive team needs to clearly spell out what its business purpose is, and its business's values and goals are. Executive team needs to communicate how the projects that the business undertakes gets organization closer to its goal. Departmental heads need to instill in their teams the correlation of the value of how each of the teammate’s accomplishments in a the project brings the organization closer in realizing its business purpose.
By applying the Laser Focus executives are able to better handle priorities changes. And, if communicated properly they'll be able to manage projects successfully and lead their organization into prosperous future. |




