AI's true potential lies in its ability to enhance human capabilities, not replace them. Photo via Getty Images

The rapid advancement of artificial intelligence is forcing businesses to evaluate how they will manage the inevitable changes this technology will bring. With its ability to automate tasks, analyze large amounts of data, and provide detailed insights, AI offers an enormous opportunity for businesses of all sizes. However, realizing this potential requires a strategic approach that positions AI as a powerful partner, rather than a replacement for human ingenuity.

The British Council reports that an estimated 65 percent of today's students will eventually work in professions that have yet to be conceived. With the emergence of new AI, this projection emphasizes the importance of cultivating a versatile skill set that allows us to adapt to the ever-changing landscape. It also underscores the importance of having a strategy that embraces the division of labor between humans and machines.

What this means is that an AI strategy shouldn't just be about automation – it should also incorporate an understanding of the human-AI partnership that will be necessary for future success. By using the concepts of automation, augmentation, and autonomy, businesses can unlock the full potential of AI to boost efficiency, enhance decision-making, and ultimately drive continued success.

Automation: Delegating to the AI

We know AI can automate many tasks in a business. However, we should also look at automation from a strategy standpoint by asking, "What tasks can be fully delegated to the AI?" Answering this question might include considering routine, repetitive, and time-consuming tasks that shouldn't require human intervention or those that would be more susceptible to human error. The goal here should be to identify tasks that don't benefit from human nuance, meaning asking questions about time, precision, and compliance could offer even more value.

  • Time. What tasks are time-consuming and could be completed quickly with well-written instructions?
  • Precision. What tasks require precision that is difficult for humans to achieve?
  • Compliance. What tasks involve critical safety procedures or adherence to strict compliance that humans might overlook?

Augmentation: Using AI to boost your potential

Beyond automation, AI's true power lies in its ability to boost human capabilities. In this lens, you should ask, "How can the AI boost my output potential?" Think of AI as a skilled assistant that can analyze vast datasets, identify complex patterns, and present insights that aren't readily apparent to humans alone. The focus here is on tasks that still require a human touch but can benefit from computers' speed and data processing power. When exploring this further, consider asking questions about skill boosts, assistance, and focus.

  • Skill boosts. What tasks am I doing that I understand but need to be an expert at?
  • Assistance. What tasks still require a human's touch but could use processing or speed boosts?
  • Focus. What tasks are causing employees to spend more time on tools and less on goals?

Autonomy: The importance of humans in the loop

One question that comes up frequently when discussing AI is whether it will replace a particular set of jobs. My thoughts, however, are that while AI is remarkably powerful, the key to making all this work is understanding that not every task requires automation. In fact, some tasks would suffer from automation. This step requires you to ask, "Where are human emotion, creativity, intuition, and oversight essential?" Autonomy, in this sense, means digging into creativity, intuition, and uniqueness.

  • Creativity. Does this task require a level of creativity that a machine can't replicate?
  • Intuition. Does this task require emotional awareness that a machine can't discern?
  • Brand Uniqueness. Does this task represent a part of my brand that shouldn't be automated or machine-driven?

AI brings a lot to look forward to. It’s fair to say it’s on its way to transforming the world, but it's important to remember that the businesses that strategically embrace a human-centered approach to integrating AI into everyday business activities are the ones that will thrive. The three A’s: automation, augmentation, and autonomy, provide an essential foundation to begin this journey. By understanding the best applications for each aspect of AI, businesses of all sizes can discover areas for increased efficiency, more thoughtful decision-making, and a competitive edge that drives long-term success. AI's true potential lies in its ability to enhance human capabilities, not replace them.

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Kelsey Ruger is the chief technology and product officer for Hello Alice.

The concept is simple: Think before you act in marketing. Getty images

How to think before you act when it comes to marketing for your company

Strategizing for startups

If there were a joke about how entrepreneurs treat their marketing — and there totally isn't — it would go something like this.

An entrepreneur walks into a bar. Before the bartender can ask, the entrepreneur says, "I want a drink and I need it ASAP."

"What type of drink?", the bartender asks, motioning to the hundreds of bottles behind him.

"I need a drink that is refreshing, doesn't make me too drunk and makes me feel like I'm getting my money's worth."

The bartender begins listing drink after drink, and the entrepreneur, sometimes sampling the drink, turns each one down.

At long last, the entrepreneur climbs behind the bar, grabs a glass, pours in some ice and soda water, and takes a long sip.

"This is exactly what I wanted," the entrepreneur proclaims, "Why didn't you offer me this in the first place?"

The moral of the story? When it comes to marketing, entrepreneurs tend to know exactly what they want, yet they focus on quenching that immediate thirst, not knowing why they're in a bar in the first place.

The idea of your first step is nothing compared to the reality of your second. You can know something but applying those principles to starting and/or running your own business can be difficult.

When we (yes, I'm an entrepreneur too) look at marketing, we often confuse tactics with strategy. I see a problem and immediately need a tool to fix it. Hanging a picture? Where's the hammer?!

While it's tempting to lead with the tactics (i.e. website, brochure, display ad, video, etc.), they can be misguided. This can drain precious resources. Strategy can inject purpose into everyone's mindset.

Marketing efforts must be considered a sequence of events that, when lined up in the right order, produce results that are repeatable, more effective, and can lead to a predictable type of profitability.

Where careers rise and fall is the accuracy of any particular strategy. Since we're talking about accuracy, let's use an archery metaphor. Sure, you can consistently hit a target from five feet away. The farther away you get, though, the more you have to consider crosswind, the arrow's trajectory, and your own focus in order to hit that bullseye. And that's all part of a process of whittling down the variables you don't know or can't control.

It's the same with marketing. The more time you've spent preparing, studying, testing, and strategizing, the more often you will accurately target that bullseye.

Where a lot of entrepreneurs also miss the mark is not clearly understanding the core business issue. If you're lost in the forest (and it can totally feel like that sometimes), you're supposed to be quiet when hunting for food but you supposed to make a lot of noise when trying to get rescued. That's what mixing up a core business issue can do. As a process where you're whittling down the variables, marketing is a sequence, like this:

Graphic from Jarred King

Seems simple enough, right? But the process itself is dependent on the intangible pieces in between the steps. This is what happens between the "knowing" and the "doing." So, the above graph should really flow like this:

Graphic from Jarred King

Usually, the typical entrepreneur prefers to start with step four and just "get sh*t done." The problem with this approach is that it can either be the wrong solution (you're hunting with a rock instead of an arrow) or the wrong effort (you're staying quiet when you should be hollering).

The difficulty here is that the desired effect doesn't happen overnight. It rarely solves "today's problems" today. Even worse, it might require a larger investment. Without fundamentally understanding your business problem, any solution offered will be less effective, more expensive, and more wasteful of time and resources.

Instead, simply start with the business problem and then follow the above sequence to leverage "the doing" part in order to develop "the knowing" part. This doesn't have to be a drawn-out process, and there are a ton of free resources available online to help conduct your own research, analysis, and planning.

Ultimately, I'm saying "think before you act." It's not difficult to understand. The challenge for entrepreneurs is that they are faced with hundreds of important and, often, business-critical decisions each day. We can't help but to react, then decide, and move on. While our gut and grit got us to this point of success, it's strategy that will take us from surviving to thriving.

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Jarred King is the founder and president of Swagger Agency, a full-service marketing firm as well as the current president of Entrepreneurs' Organization - Houston. King also serves on the board of InnovationMap.

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Rice University's edtech company receives $90M to lead NSF research hub

major collaboration

An educational technology company based out of Rice University has received $90 million to create and lead a research and development hub for inclusive learning and education research. It's the largest research award in the history of the university.

OpenStax received the grant funding from the U.S. National Science Foundation for a five-year project create the R&D hub called SafeInsights, which "will enable extensive, long-term research on the predictors of effective learning while protecting student privacy," reads a news release from Rice. It's the NSF's largest single investment commitment to national sale education R&D infrastructure.

“We are thrilled to announce an investment of $90 million in SafeInsights, marking a significant step forward in our commitment to advancing scientific research in STEM education,” NSF Director Sethuraman Panchanathan says in the release. “There is an urgent need for research-informed strategies capable of transforming educational systems, empowering our nation’s workforce and propelling discoveries in the science of learning.

"By investing in cutting-edge infrastructure and fostering collaboration among researchers and educators, we are paving the way for transformative discoveries and equitable opportunities for learners across the nation.”

SafeInsights is funded through NSF’s Mid-scale Research Infrastructure-2 (Mid-scale RI-2) program and will act as a central hub for 80 partners and collaborating institutions.

“SafeInsights represents a pivotal moment for Rice University and a testament to our nation’s commitment to educational research,” Rice President Reginald DesRoches adds. “It will accelerate student learning through studies that result in more innovative, evidence-based tools and practices.”

Richard Baraniuk, who founded OpenStax and is a Rice professor, will lead SafeInsights. He says he hopes the initiative will allow progress to be made for students learning in various contexts.

“Learning is complex," Baraniuk says in the release. "Research can tackle this complexity and help get the right tools into the hands of educators and students, but to do so, we need reliable information on how students learn. Just as progress in health care research sparked stunning advances in personalized medicine, we need similar precision in education to support all students, particularly those from underrepresented and low-income backgrounds.”

OpenStax awarded $90M to lead NSF research hub for transformational learning and education researchwww.youtube.com

2 Houston startups selected by US military for geothermal projects

hot new recruits

Two clean energy companies in Houston have been recruited for geothermal projects at U.S. military installations.

Fervo Energy is exploring the potential for a geothermal energy system at Naval Air Station Fallon in Nevada.

Meanwhile, Sage Geosystems is working on an exploratory geothermal project for the Army’s Fort Bliss post in Texas. The Bliss project is the third U.S. Department of Defense geothermal initiative in the Lone Star State.

“Energy resilience for the U.S. military is essential in an increasingly digital and electric world, and we are pleased to help the U.S. Army and [the Defense Innovation Unit] to support energy resilience at Fort Bliss,” Cindy Taff, CEO of Sage, says in a news release.

A spokeswoman for Fervo declined to comment.

Andy Sabin, director of the Navy’s Geothermal Program Office, says in a military news release that previous geothermal exploration efforts indicate the Fallon facility “is ideally suited for enhanced geothermal systems to be deployed onsite.”

As for the Fort Bliss project, Michael Jones, a project director in the Army Office of Energy Initiatives, says it’ll combine geothermal technology with innovations from the oil and gas sector.

“This initiative adds to the momentum of Texas as a leader in the ‘geothermal anywhere’ revolution, leveraging the robust oil and gas industry profile in the state,” says Ken Wisian, associate director of the Environmental Division at the U.S. Bureau of Economic Geology.

The Department of Defense kicked off its geothermal initiative in September 2023. Specifically, the Army, Navy, and Defense Innovation Unit launched four exploratory geothermal projects at three U.S. military installations.

One of the three installations is the Air Force’s Joint Base San Antonio. Canada-based geothermal company Eavor is leading the San Antonio project.

Another geothermal company, Atlanta-based Teverra, was tapped for an exploratory geothermal project at the Army’s Fort Wainwright in Alaska. Teverra maintains an office in Houston.

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This article originally ran on EnergyCapital.