Predictive Behavioral Assessments: Hire Smarter with SmoothHiring Predictive behavioral assessments help organizations evaluate candidates beyond resumes and technical skills. By analyzing behavioral traits, cognitive abilities, and personality patterns, these assessments predict how well a candidate will perform and fit within a role or company culture. SmoothHiring offers advanced predictive behavioral assessments to support data-driven and bias-free hiring decisions. SmoothHiring uses AI-driven models and validated behavioral science to assess key traits such as adaptability, problem-solving, communication style, teamwork, and leadership potential. These insights help recruiters identify candidates who are not only qualified but also aligned with job requirements and organizational values. Unlike traditional assessments, SmoothHiring’s predictive behavioral tools provide actionable insights through easy-to-understand reports and scoring. Hiring teams can quickly compare candidates, reduce guesswork, and make confident decisions based on real performance indicators rather than assumptions. By integrating predictive behavioral assessments into the recruitment workflow, SmoothHiring helps reduce employee turnover, improve job performance, and enhance long-term retention. The platform also ensures a positive candidate experience with engaging, mobile-friendly assessments that respect time and privacy. Whether hiring for entry-level positions or leadership roles, SmoothHiring empowers organizations to build high-performing teams using predictive insights. With automation, accuracy, and fairness at its core, SmoothHiring transforms behavioral assessment into a strategic hiring advantage. Website LInk: https://smoothhiring.com/behavioral-assessments/

The impact is not in numbers you see here in social media. It’s not in the likes, comments or number of followers. It’s in the lives changed behind the screens you may never hear about I get to hear about some of those changed lives. Some do come back to me and share. Lives impacted by my presence and teachings on LinkedIn The encouragement shared here publically actively since 2020 and via #leadthroughlove teachings has impacted many lives. Some very deeply and in very crucial moments. Such as has the communication behind the scenes through relationships impacted more privately. That’s where the real impact is and that is where my presence in social media comes valuable. Through my posts there is usually something I try to teach or remind: ❣️ The value of YOUR life ❣️ Better ways to live ❣️ Better ways to lead ❣️ Reminders of hope ❣️ Reminders of faith ❣️ Reminders of love ❣️ Reminders of joy And just as I too become weary at times and think about quitting it here online and leaving - The feedback such as I got today reminds that maybe I still have some work to do here. And maybe you do too - My dear co-social-media-influencers. Keep going and see that even ONE impacted life is a remarkable thing! With Love, Juudit ❤️ #heartwoman #heartteam #leadership #everylifematters #valutok

We spend 50 hours a week staring at screens. We tell our teams to "think outside the box," then we spend our weekends inside a box (the mall). Tomorrow (Saturday, Jan 17), lead by example. The Abu Dhabi Kite Festival 2026 is happening at Yas North Gateway Park. It’s analog. It’s outdoors. It’s real. For AED 25, you get something money can't buy: Presence. Put the phone in the car. Hold the string. Look up. Your kids don't want your money; they want your attention. Event Details: 👉 https://homestead-ae.com/abu-dhabi-kite-festival-2026/ #WorkLifeBalance #FamilyLeadership #DigitalDetox #AbuDhabiEvents #KiteFestival2026

Factory Automation Market Report: Unlocking Growth Potential and Addressing Challenges The manufacturing business has expanded rapidly during the last decade. Globalization is expanding the market, attracting a large number of new players. Competitive advantage in the factory automation market for key companies may be built through product differentiation, cost leadership, target marketing, and great after-sales service. Automation is a critical factor for production processes. Further, advanced automation solutions make it possible to achieve consistently high quality, high throughput, and low production costs. Thus, the factory automation market is expected to grow during the forecast period. Read More - https://www.theinsightpartners.com/reports/factory-automation-market

Why is movement crucial for success and what makes it antidote for fear? What should we understand of it? The core of achieving anything remarkable is to keep moving through fear and through ”hard”. This does not only have to do with business but even thinking about studies. Many either stop already without applying somewhere (different schools, universities) or give up when they do not get permission by first try. Or if studies start to seem too hard - They quit. Many people quit very near the finish line. 🏁 This with businesses too. It gets hard. You do not have support. People are doubting you and your idea. You give up. You let others opinions and fears control you. How about if from now on you would endure the pain that comes from insecurities and fears - And you would keep going. Despite it feels hard! Despite the only support you have would be your own - And your faith. As often, there is a reason for your vision! If you have a vision that you have felt is worthy - You should keep going towards it. You should not give up. Even if your steps would be minimal and extremely slow. If you truly feel something you are trying to reach or achirve is pure and good for you, your people, your country or even for the humankind - Think more than twice before you quit! Keep pushing through fears and keep doing what you feel right. As only thing between you and you vision is your lack of action and movement. Think about it! With Love, Juudit 🧡 #heartwoman #heartteam #leadthroughlove #leadership #nevergiveup #valutok

Does your heart 🤍 shine out bright lighting up your surroundings? Have you ever thought about what kind of impact you have on people around you? What do you bring along when you enter to others presence? What kind of things and attitudes? Are people happy to see you? Do people leave happier, encouraged and energized from your presence or tired, sad and drained? Do you lift up people? Or do you just bring problems and negative talks with you? This concerns equally your presence in your private life than it does your professional life? Do people run to you? Or do they avoid and run away from you? That’s a clue. You can always improve! You can bring the sunshine and love along! You can change atmospheres - And you surely have keys and power to change lives! Just by how you speak and act! Therefore choose wisely! Shine bright & shine love! ❤️ Juudit PS: This pic of that heart shaped rock 🖤 surrounded by snow ❄️ inspired to this message! #heartwoman #heartteam #leadthroughlove #leadership #bethelightyouwishtoseeintheworld #valutok

#TGIF anyone? ✌🏻✨ I feel after the holidays - Many of us are still quite ready for some extra chill! Me? No, I’m definitely not an exeption! Growing older I understand why bears want to sleep (hybernate) the whole (freaking cold and dark) winter. 😅 Today it’s been -20C/-4F here in Finland 🇫🇮 where I live! 🥶 It’s brutal - Unless you know how to dress❣️ If not, you will freeze yourself fast! And all the struggles we have feel harder during this time than during winter time - As our circumstances makes it more difficult. But it also makes you appreciate more the sunnier and warmer times - Perhaps the easier times too. However, as we live in the present we always need to focus on the best of each moment! Today my best is that I get to chill indoors where it is warm after running and driving around in the cold outdoors! And I am grateful for having my loved ones - Some of you here too - To share this day with! 🙏🏻✨ All My Love, Juudit 💙 #heartwoman #heartteam #leadthroughlove #leadership #finland #weekend #valutok

When searching for impactful HR books by Indian authors, it’s important to find voices that truly understand the complexity of Indian organizations. Dr. Mohammed Bawaji’s books stand out because they are grounded in real consulting, coaching, and leadership experience across Indian and global companies. His books are not just theory-driven—they focus on practical HR systems, leadership thinking, and people transformation. Contact Us: https://mohammedbawaji.com/books/

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Let’s end this year 2025 on the top ✨ And with couple traditions: ⭐️ On top of Observation Tower in Pyynikki, Tampere Finland 🇫🇮 ⭐️ With my adidas tracksuit - Showing things that remain, despite the years change ⭐️ With same outfit and place - In order to make it easier to compare the version of me between the years ⭐️ Last year (2024) and this year pics taken on New Year’s Eve 🎇 - Having sunshine on the day which is extremely rare! These pics show quite clearly how years do change us. And in year like this one - 2025 - The change has been mostly positive. It was very demanding year but it also pushed to change even more. Whereas 2024 was extremely tough year. Year where I do not have much memories from. The pressures set by that year were so visible even on my face. And now looking back my version of 2023 was still a rookie. 😅 Why I share about this is that when others look at our lives they cannot see what is under the surface. They often see the smiley version of you. The version who gives his or hers best to the world. But they cannot see what kind of demands and burdens we carry underneath. What are the things we struggle with. Our years and our seasons differ. But what I can share from my experience especially from this year is to keep moving in faith! More something scares you - More needed action it often is. If you do not move - You shrink. And you cannot reach anything significant from place of fear! You can only reach greatness through giving your best, consistantly. And this, does not make sense to you until it becomes your reality. Only after you learn to move in boldness, through your fears, only then will you reach your potential and purpose! So jump on the ring 💥🥊 and let’s go bold to 2026 together! ♥️ Juudit PS: I have pics from the same place with same Adidas tracksuit since 2020! So it is now 6th time, though I only share now 3 latest ones. I recommend you to start some similar tradition. It is fun too❣️ #heartwoman #heartteam #leadthroughlove #leadership #personaldevelopment #valutok

The landscape of computer vision is shifting. As artificial intelligence evolves beyond traditional architectures, Vision Transformers (ViT) are emerging as the new gold standard for image processing and analysis. With the US technology sector at the helm of this transformation, the market is poised for a decade of unprecedented expansion. Market Summary: A Trajectory of High-Speed Growth The global vision transformers market is witnessing a remarkable surge in valuation. In 2023, the market was valued at USD 214.7 million. As we move through 2024, that value is estimated to climb to USD 276.3 million. However, the most striking data point lies in the long-term forecast: the market is projected to reach a staggering USD 1,993.0 million by 2031. This growth represents a robust Compound Annual Growth Rate (CAGR) of 32.62% from 2024 to 2031. For stakeholders and investors in the US, these figures underscore a critical window for early adoption and strategic positioning. Market Analysis: The Shift from CNNs to ViTs For years, Convolutional Neural Networks (CNNs) dominated the field of computer vision. However, Vision Transformers—originally adapted from the natural language processing "transformer" architecture—are now proving superior in capturing global context within images. This shift allows for more accurate complex scene understanding, which is a high priority for US-based research labs and tech giants aiming to perfect autonomous systems and predictive modeling. Market Scope: Diverse Applications Across Industries The scope of the vision transformers market is vast, touching nearly every sector that relies on visual data. Key areas of impact include: · Healthcare: Enhancing diagnostic accuracy in medical imaging, such as MRI and CT scans, particularly in top-tier research hospitals across the US. · Automotive: Powering the next generation of Advanced Driver Assistance Systems (ADAS) and fully autonomous vehicles. · Retail and Surveillance: Revolutionizing automated checkout systems and high-security facial recognition frameworks. · Media and Entertainment: Enabling sophisticated content moderation and automated video editing tools. Market Drivers: What is Fueling the Surge? Several factors are converging to drive this 32.62% CAGR. Primary among them is the exponential increase in computing power and the availability of large-scale datasets. Furthermore, the rising demand for automation in manufacturing and the integration of AI into consumer electronics are acting as significant catalysts. The US remains a pivotal hub for these drivers, as domestic companies continue to push the boundaries of what is possible with edge computing and cloud-based AI services. Key Factors for Success · Hardware Acceleration: The development of specialized chips designed to handle transformer workloads is essential for real-time applications. · Data Privacy: As ViT applications expand, maintaining consumer trust through secure data handling is a top priority for the US market. · Algorithmic Efficiency: Reducing the computational "heavy lifting" of transformers to make them viable for mobile and edge devices. Regional Analysis: The US as a Global Innovation Engine While the growth is global, the US region's leadership cannot be overstated. With a dense concentration of AI talent, venture capital, and world-class universities, the US is currently the primary laboratory for ViT development. US automotive giants and healthcare providers are among the earliest adopters, ensuring that the domestic market remains at the forefront of the 2031 valuation goals. Recent Developments: The Dawn of Foundational Models Recently, the industry has seen a move toward "foundational" vision models that can be fine-tuned for a variety of tasks. This "one-model-fits-many" approach is significantly lowering the barrier to entry for smaller firms across the US. Additionally, collaborations between hardware manufacturers and software developers are streamlining the deployment of Vision Transformers from the lab to the real world. Browse Full Report: https://www.kingsresearch.com/vision-transformers-market-1578

Let’s have a look back! What did year 2025 bring us? ⭐️ Was it as you expected? ⭐️ Was it a year of joy or sorrow? ⭐️ Was it a year of wins or losses? As I reflected my life during more quiet Christmas days - I made some conclusions of my year overall. I see my wins. And I see my losses. I remember what I wished for. And what did or did not arrive. I remember what I thought this year would be like. And what it turned out to be. The biggest win has been personal professional growth and courage. I found my wings. 🪽 Or better - Learned to swim. 🦈 My heart got broken for losses. 💔 One due to my long term ex-colleague Kalle’s sudden death. But the joy appeared too, in a form of arrival of 2 beautiful baby boys ⭐️⭐️ (O and W) for my close friends. I got to know new people and got to stretch my faith. I hope next year some of you will be jumping on the adventure with me and will stretch your faith too! As what I have learned this year is that when you do not give up and you keep going, grinding and believing - You will get results! And the best is that, it’s all done with people! My warmest thanks to all of you who have been part of this year’s journey! Especially the ones who have either encouraged, pushed or even kicked me ahead! Who have comforted me when I needed it. And the ones of you who have stood by my side. I cannot thank you enough! Because of all of that - Your love & your hugs - I made it this far! 🙏🏻✨ ♥️ Juudit PS: And for the record - 2026 will be much better! 🌈✨ #heartwoman #heartteam #leadthroughlove #leadership #personaldevelopment #valutok