The rules surrounding employment in the U.S. are a moving target. Companies must stay up-to-speed on the various regulations that may impact their operations. Photo via Getty Images

Failing to remain compliant with federal and state employment laws can be costly for businesses. Doing so can lead to audits or even lawsuits.

At the same time, keeping up to date with new human resource rules and regulations may seem like a significant task, especially for small businesses focused on maintaining sufficient staffing, making payroll, keeping the lights on and building a positive culture. Companies can prevent minor mistakes from snowballing into big problems by following these tips.

Recognize the most common HR compliance mistakes

There are a few HR compliance areas where companies big and small are prone to errors. One of the most common and costly mistakes can be the incorrect classification of employees. The rules can vary significantly for full-time, part-time and contract employees when it comes to areas like benefits coverage, tax responsibilities and employment status. Failures to submit required paperwork and noncompliance with state and federal safety regulations are other common problem areas. In addition to any local or state regulations related to employment, companies should also be familiar with the requirements of the Fair Labor Standards Act (FLSA), which establishes minimum wage, overtime pay, record keeping and youth employment standards, covering employees in the private sector and in federal, state and local governments.

Support Title VII compliance

Employers and employees should be well-versed when it comes to workplace discrimination and anti-harassment laws, but they don’t just apply to managers and staff. Title VII applies to discrimination and harassment from clients, vendors and even customers. Because discrimination and harassment are often thought of as “internal workplace issues,” many companies may not be aware that they can be held responsible for the actions of non-employees when the employer (or its agents or supervisory employees) knew or should have known of inappropriate conduct and failed to take immediate and appropriate corrective action. This is why employees should be well aware of the protections in place and understand the importance of reporting harassing conduct.

Know AI-related regulations as they intersect with employment best practices

Companies are increasingly using AI in a variety of helpful ways. For instance, many employ smart software solutions to match candidates to open positions. However, these technologies can also pose a risk as they quickly evolve, along with the laws that govern them. Some AI programs may demonstrate bias to certain individuals or groups and certain cities and states are enacting legislation to prevent these kinds of issues.

Understanding varying payroll requirements

Prior to 2020, remote work options were becoming an increasingly popular benefit. The pandemic led to this option's explosive, lasting expansion. Nowadays, employees can work from other states, other times zones and even from other countries. While this is an attractive benefit to offer - especially across the technology and software sectors - there are some regulations that companies should know about.

At the top of the list are payroll laws, which can vary significantly from state to state. Employees in other states may be subject to city or state minimum wage laws or pay frequency requirements that differ from the regulations where the company headquarters is based. Overtime regulations and payroll deductions may also vary. A contracted payroll provider can help address these issues. Still, if these functions are led internally, care should be taken to stay current with the evolving regulatory landscape across the U.S.

With so many areas where mistakes can be made, companies can avoid costly errors by obtaining outside help. An employment attorney can assist in identifying and eliminating risks before they arise. Another option for small and medium-sized businesses is partnering with a professional employer organization (PEO

The rules surrounding employment in the U.S. are a moving target. This is why companies must stay up-to-speed on the various regulations that may impact their operations and be prepared to adjust as needed.

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Fernanda Anzek is managing director of HR services with Insperity, a Houston-based provider of human resources and business performance solutions.

Not everyone's brains work in the same way. Rather than ignoring that, here are an expert's tips for tapping into your workforce's cognitive diversity to the benefit of your business. Photo via Getty Images

Houston expert: How to embrace cognitive diversity in the workplace

guest column

Everyone thinks and processes information in their own unique way. Cognitive diversity refers to these differing styles, perspectives, and problem-solving approaches among individuals in a group. Cognitive diversity, in today’s evolving workplace, is recognized as a valuable asset. Teams that are cognitively diverse can enhance their innovation, creativity and overall performance. The challenge comes with group dynamics when there may be communication barriers, conflicts and biases.

Effective strategies to consider for managing cognitive diversity in the workplace are as follows.

Communicate and take action

Business leaders who recognize and embrace the value of diverse perspectives and cognitive styles are better able to manage any challenges that may arise within the organization. Leaders and managers should communicate the importance of cognitive diversity to their team and encourage employees to share their unique viewpoints and approaches. This also means managers should be aware of their own biases and avoid making assumptions about people in order to create a more inclusive environment.

When a company uses hiring practices that embrace cognitive diversity, brings forth varying perspectives and ways of problem solving. Identifying those who may think differently than others or who may challenge the status quo is many times identifying those who will become the company’s best innovators. Embracing a diverse group of thinkers will help foster a culture of inclusivity, open-mindedness, and innovation.

Encourage collaboration

Collaboration is key to the success of any team. When working together, different cognitive styles can complement each other’s strengths and compensate for any weaknesses. Studies show cognitive diversity within groups can accelerate learning and performance when faced with challenges. In order to get through some of businesses’ most complex situations, there needs to be different perspectives and viewpoints.

For the most innovative thoughts to be heard, people must have the space to raise their hand and speak up, but also, people must actively listen to what the person has to say. Managers should work to create opportunities for collaboration, whether it is building cross-functional teams or other group projects and encourage employees to openly communicate and give feedback to improve the outcome.

Provide training and development

Training and development opportunities focused on cognitive diversity can help employees understand their own communication styles and the communication styles of others. By educating and applying, taking action steps after training will help reduce biases and misunderstandings. Additionally, these trainings can increase empathy, which does not come natural for some, and respect among team members.

Businesses should also evaluate their current company training programs to make certain they are inclusive of different learning styles, such as using infographics for visual learners or having hands-on demonstrations. Another consideration is to incorporate self-paced learning into training and development plans. No matter the type of training, solicit feedback, and take it under consideration to continuously improve how teams can develop their skills. Feedback that is thoughtfully considered and implemented leads to more engaged employees overall.

Manage conflicts

Conflicts are inevitable; however, organizations should set clear expectations and policies for performance and behavior. Unfortunately, conflict can be exacerbated in a diverse environment. Managers should be primed with knowledge on how to resolve conflicts and help facilitate constructive conversations among both parties. Also, managers should know when to reach out for help from their supervisor or human resources.

For business leaders to successfully manage cognitive diversity in the workplace, they must intentionally work to develop a culture that embraces the differences in others. Savvy business leaders will enlist the help of their HR team or outside council, such as a professional employer organization, to ensure their strategies and policies for managing a cognitively diverse workplace are inclusive.

Most importantly, when the company culture embodies a diverse, equitable, and inclusive workplace, the employees tend to have the same values, especially when the expectations are clearly set. As a result, the business will become a more innovative and engaging environment where employees know how to leverage their own strengths and the strengths of others, no matter their cognitive style.

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Fernanda Anzek is managing director of HR services with Insperity, a Houston-based provider of human resources and business performance solutions.
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Rice University scientists invent new algorithm to fight Alzheimer's

A Seismic Breakthrough

A new breakthrough from researchers at Rice University could unlock the genetic components that determine several human diseases such as Parkinson's and Alzheimer's.

Alzheimer's disease affected 57 million people worldwide in 2021, and cases in the United States are expected to double in the next couple of decades. Despite its prevalence and widespread attention of the condition, the full mechanisms are still poorly understood. One hurdle has been identifying which brain cells are linked to the disease.

For years, it was thought that the cells most linked with Alzheimer's pathology via DNA evidence were microglia, infection-fighting cells in the brain. However, this did not match with actual studies of Alzheimer's patients' brains. It's the memory-making cells in the human brain that are implicated in the pathology.

To prove this link, researchers at Rice, alongside Boston University, developed a computational algorithm called “Single-cell Expression Integration System for Mapping Genetically Implicated Cell Types," or SEISMIC. It allows researchers to zero in on specific neurons linked to Alzheimer's, the first of its kind. Qiliang Lai, a Rice doctoral student and the lead author of a paper on the discovery published in Nature Communications, believes that this is an important step in the fight against Alzheimer's.

“As we age, some brain cells naturally slow down, but in dementia — a memory-loss disease — specific brain cells actually die and can’t be replaced,” said Lai. “The fact that it is memory-making brain cells dying and not infection-fighting brain cells raises this confusing puzzle where DNA evidence and brain evidence don’t match up.”

Studying Alzheimer's has been hampered by the limitations of computational analysis. Genome-wide association studies (GWAS) and single-cell RNA sequencing (scRNA-seq) map small differences in the DNA of Alzheimer's patients. The genetic signal in these studies would often over-emphasize the presence of infection fighting cells, essentially making the activity of those cells too "loud" statistically to identify other factors. Combined with greater specificity in brain regional activity, SEISMIC reduces the data chatter to grant a clearer picture of the genetic component of Alzheimer's.

“We built our SEISMIC algorithm to analyze genetic information and match it precisely to specific types of brain cells,” Lai said. “This enables us to create a more detailed picture of which cell types are affected by which genetic programs.”

Though the algorithm is not in and of itself likely to lead to a cure or treatment for Alzheimer's any time soon, the researchers say that SEISMIC is already performing significantly better than existing tools at identifying important disease-relevant cellular signals more clearly.

“We think this work could help reconcile some contradicting patterns in the data pertaining to Alzheimer’s research,” said Vicky Yao, assistant professor of computer science and a member of the Ken Kennedy Institute at Rice. “Beyond that, the method will likely be broadly valuable to help us better understand which cell types are relevant in different complex diseases.”

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This article originally appeared on CultureMap.com.

5 incubators and accelerators fueling the growth of Houston startups

meet the finalists

Houston is home to numerous accelerators and incubators that support founders in pushing their innovative startups and technologies forward.

As part of our 2025 Houston Innovation Awards, the new Incubator/Accelerator of the Year category honors a local incubator or accelerator that is championing and fueling the growth of Houston startups.

Five incubators and accelerators have been named finalists for the 2025 award. They support startups ranging from hard-tech companies to digital health startups.

Read more about these organizations below. Then join us at the Houston Innovation Awards on Nov. 13 at Greentown Labs, when the winner will be unveiled.

Get your tickets now on sale for this exclusive event celebrating Houston Innovation.

Activate

Hard tech incubator Activate supports scientists in "the outset of their entrepreneurial journey." The Houston hub was introduced last year, and joins others in Boston, New York, and Berkley, California—where Activate is headquartered. It named its second Houston cohort this summer.

This year, the incubator grew to include its largest number of concurrent supported fellows, with 88 companies currently being supported nationally. In total, Activate has supported 296 fellows who have created 236 companies. Those companies have raised over $4 billion in follow-on funding, according to Activate. In Houston, it has supported several Innovation Awards finalists, including Solidec, Bairitone Health and Deep Anchor Solutions. It is led locally by Houston Managing Director Jeremy Pitts.

EnergyTech Nexus

Cleantech startup hub EnergyTech Nexus' mission is to accelerate the energy transition by connecting founders, investors and industrial stakeholders and helping to develop transformative companies, known as "thunderlizards."

The hub was founded in 2023 by CEO Jason Ethier, Juliana Garaizar and Nada Ahmed. It has supported startups including Capwell Services, Resollant, Syzygy Plasmonics, Hertha Metals, EarthEn Energy and Solidec—many of which are current or past Innovation Awards finalists. This year Energy Tech Nexus launched its COPILOT Accelerator, powered by Wells Fargo Innovation Incubator (IN²) at the National Renewable Energy Laboratory (NREL). COPILOT partners with Browning the Green Space, a nonprofit that promotes diversity, equity and inclusion (DEI) in the clean energy and climatech sectors. Energy Tech Nexus also launched its Liftoff fundraising program, its Investor Program, and a "strategic ecosystem partnership" with Greentown Labs.

Greentown Labs

Climatetech incubator Greentown Labs offers its community resources and a network to climate and energy innovation startups looking to grow. The collaborative community offers members state-of-the-art prototyping labs, business resources and access to investors and corporate partners. The co-located incubator was first launched in Boston in 2011 before opening in Houston in 2021.

Greentown has seen major changes and activity this year. In February, Greentown announced Georgina Campbell Flatter as its new CEO, along with a new Board of Directors. In July, it announced Lawson Gow as its Head of Houston, a "dedicated role to champion the success of Greentown Houston’s startups and lead Greentown’s next chapter of impact in the region," according to Greentown. It has since announced numerous new partnerships, including those with Energy Tech Nexus, Los Angeles-based software development firm Nominal, to launch the new Industrial Center of Excellence; and Houston-based Shoreless, to launch an AI lab onsite. Greentown Houston has supported 175 startups since its launch in 2021, with 45 joining in the last two years. Those startups include the likes of Hertha Metals, RepAir Carbon, Solidec, Eclipse Energy (formerly GoldH2) and many others.

Healthtech Accelerator (TMCi)

The Healthtech Accelerator, formerly TMCx, focuses on clinical partnerships to improve healthcare delivery and outcomes. Emerging digital health and medical device startups that join the accelerator are connected with a network of TMC hospitals and seasoned advisors that will prepare them for clinical validation, funding and deployment.

The Healthtech Accelerator is part of Texas Medical Center Innovation, which also offers the TMCi Accelerator for Cancer Therapeutics. The Healthtech Accelerator named its 19th, and latest, cohort of 11 companies last month.

Impact Hub Houston

Impact Hub Houston supports early-stage ventures at various stages of development through innovative programs that address pressing societal issues. The nonprofit organization supports social impact startups through mentorship, connections and training opportunities.

There are more than 110 Impact Hubs globally with 24,000-plus members spanning 69 countries, making it one of the world’s largest communities for accelerating entrepreneurial solutions toward the United Nations' Sustainable Development Goals (SDGs).

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The Houston Innovation Awards program is sponsored by Houston City College Northwest, Houston Powder Coaters, FLIGHT by Yuengling, and more to be announced soon. For sponsorship opportunities, please contact sales@innovationmap.com.



Rice University launches  engineering-led brain science and health institute

brain research

Rice University has announced the creation of a new interdisciplinary center known as the Rice Brain Institute (RBI).

The new hub will aim to use engineering, natural sciences and social sciences to research the brain and reduce the burden of neurodegenerative, neurodevelopmental and mental health disorders.

“The Rice Brain Institute reflects Rice’s strength in collaboration without boundaries,” Rachel Kimbro, dean of the School of Social Sciences, said in a news release. “Our researchers are not only advancing fundamental science but they’re also ensuring that knowledge reaches society in ways that promote human flourishing.”

RBI researchers will work in thematic clusters focusing on neurodegeneration, mental health, brain injury and neurodevelopment. The clusters will work toward goals such as significantly improving key brain health outcomes, reducing mortality and mental health disorders and improving quality of life for patients living with brain injuries and neurodevelopmental disorders, according to Rice.

The institute will focus on “engineering-driven innovation,” rather than traditional neuroscience, to design tools that can measure, model and modulate brain activity based around Rice’s expertise in soft robotics, neuroimaging, data science and artificial intelligence—making it unique among peer organizations, according to Rice.

Additionally, RBI will be structured around three collaborative Rice “pillars”:

  • The Neuroengineering Initiative, launched in 2018, brings together neuroscience, engineering, and related fields experts
  • The Neuroscience Initiative, a new initiative that brings together cell biologists, neurobiologists, biochemists, chemists and physicists to explore fundamental mechanisms of the brain and nervous system
  • The Brain and Society Initiative, also a new initiative, considers brain research within the broader social and policy landscape

Rice’s Neuroengineering Initiative has already garnered more than $78 million in research funding, according to Rice, and has established major partnerships, like the Rice-Houston Methodist Center for Neural Systems Restoration.

“Rice is uniquely equipped to bridge and connect scientific understanding of the brain and behavior sciences with the technologies and policies that shape our world,” Amy Dittmar, the Howard R. Hughes Provost and executive vice president for academic affairs, added in the news release. “By uniting faculty in neuroengineering, neuroscience and psychological sciences, this interdisciplinary hub embodies the kind of bold, nimble collaboration that allows Rice to turn discovery into societal impact to save lives and enhance human flourishing.”

The formation of the RBI coincides with recent support of the Dementia Prevention Research Institute of Texas (DPRIT), which landed voter approval earlier this week and aims to make Texas the center for dementia research via brain-health tech. According to the World Economic Forum, brain disorders and mental health disorders cost the global economy an estimated $5 trillion per year and could be as high as $16 trillion by 2030.

“Few areas of research have as direct and profound an impact on human well-being as brain health,” Rice President Reginald DesRoches added in the news release. “As rates of Alzheimer’s, dementia and other neurological diseases rise in our country and around the world, universities have a responsibility to lead the discovery of solutions that preserve memory, movement and quality of life. We all know someone who has been affected by a brain-related health issue, so this research is personal to all of us.”