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Auto-tagging is the automatic application of tags to characterize the material, which can be accomplished by bulk or rule-based procedures. It is more advanced than bulk or rule-based techniques and can operate autonomously once configured. Auto-tagging may be used with text and photos, but the photographing technique differs. Opporture's AI content tagging technology offers a promising solution for organizations looking to streamline the process of adding accurate and standardized tags to their content, enabling efficient content management and improved searchability.

     Auto-tagging software searches for and recognizes matches against linguistic, mathematical, or logical profiles. It can rely on various technologies, including machine learning (ML) and deep neural networks, named entity identification, semantic analysis, and natural language processing (NLP). Some auto-tagging software requires "training" by displaying samples of successfully tagged information and then feeding untagged stuff to determine if it is correctly tagged. If the machine cannot detect the proper tag, humans will offer the correct one by inserting missing tags and deleting or updating incorrect ones.

      When there is a huge amount of material, especially when that content is standardized in detail, auto-tagging can bring significant benefits in speed (especially when speed is more essential than accuracy) and tagging uniformity for content from disparate sources. It can be an efficient method for migrating a high volume of well-known content items. When human judgment is required, manual tagging is the superior alternative.

      To reap the benefits of auto-tagging, one must separate procedural concerns related to tagging material with taxonomy keywords from technological ones related to the program. Debug your manual tagging process by improving it, defining roles and duties, and correcting any gaps in your taxonomy. You may automate your human tagging process when you are certain that it is working well. Human intervention can be lowered over time until it is no longer required. In circumstances when accuracy is critical, it may be determined to always involve human review, even if your procedure is typically trustworthy.

ai content tagging - Opporture

KP Reddy is the founder and CEO of Shadow Ventures, an organization that uses technology to solve the most difficult problems in construction & real estate. With a background in civil engineering from the Georgia Institute of Technology, Reddy has become a global authority in AEC environments, AI, robotics, automation, mobile applications, and cloud computing. KP joins the show to discuss how the average American can implement AI technology into their everyday lives.

Love & Life | KP Reddy - 6.5.24

Viggle AI is your go-to tool for simplifying tasks, saving time, and achieving more with intelligent automation. Designed to enhance productivity, it offers practical features for everyday users, creators, and professionals. Discover how Viggle AI helps you stay organized and efficient while keeping it simple and effective.



Viggle AI: Simplifying Your Everyday Tasks with Smart Solutions

In Strategic Leadership in the AI Era, Brian C Jensen discusses how AI is driving innovation and reshaping business practices across various industries. From automating routine tasks to enhancing customer experiences, AI offers unprecedented opportunities to improve efficiency, uncover new insights, and stay ahead of the competition. Brian shares real-world examples of AI applications in manufacturing, retail, healthcare, finance, and agriculture, showing how companies like Siemens, Walmart, and IBM Watson are leveraging AI for everything from predictive maintenance to personalized customer service. He also outlines the strategic steps businesses can take to integrate AI into their operations, from identifying areas for improvement to fostering a culture of innovation and addressing ethical concerns. With AI continuously advancing, organizations that embrace its potential will position themselves for long-term success and competitive advantage.

Key Takeaways:

AI is revolutionizing industries, driving efficiency, and enabling innovation.
Strategic integration of AI requires clear objectives, collaboration with experts, and fostering an innovative culture.
Overcoming challenges like data quality, employee resistance, and resource constraints is crucial for successful AI adoption.
Share your thoughts with us and continue the conversation on social media—let's embrace AI for growth and innovation!

Innovating Business Practices with AI Technologies

ShadowGPT is an advanced AI-powered tool designed to transform AI-generated text into natural, human-like writing. Whether you're a writer, student, or professional, it enhances clarity, improves flow, and eliminates robotic tone for more engaging content.

One of its standout features is its Shadow AI detection tools https://humanizeai.now/ which help users bypass AI content checkers effortlessly. These tools ensure your text remains original, AI-proof, and seamlessly human. Perfect for academic work, blogs, and marketing, ShadowGPT enables you to create polished, high-quality writing that feels authentic while staying undetectable.

ShadowGPT Turning AI Text into Human Like Writing

We’ve saved the best for last in our NAVIGATOR 2025 Sponsor series! Chris Murdock, new President of Priority Dispatch Corp., joins us to talk about what’s going on with PDC. He discusses the new and improved billing system, the benefits of AI SkillLab, and why PDC prioritizes sponsoring NAVIGATOR each year. 

For Your Information: 
Check out PDC’s site: http://prioritydispatch.net/  
Listen to our episode about the AI SkillLab: https://www.aedrjournal.org/the-iaeds-ai-skilllab-with-amanda-beal  

Priority Dispatch: Homegrown Solutions with Chris Murdock

On this episode of Connected, host Greg Uland sits down with Inga Maurer, Senior Partner at McKinsey & Company. Inga leads McKinsey's work with dealerships, aftermarket players, and OEMs, keeping her very plugged into the automotive ecosystem.

She also recently co-authored an article titled "Boosting auto sales productivity: A playbook for excellence," and as soon as Greg read it, he wanted to have her on Connected to pick her brain on the topic of dealership efficiency.

Together, the two of them dig into the information in her article and dive deeper into topics like:

-AI as a means of boosting productivity and efficiency.
-Taking an end-to-end view on customer profitability.
-How new tariffs might impact the industry. 

Connected Podcast Episode 170: Boosting Dealership Efficiency

Overdrive – Cars, Transport & Culture
Originally broadcast: 14 June 2025
Host: David Brown | Guest: Paul Murrell (SeniorDriverAus.com)

In this episode of Overdrive, we explore the intersection of technology, culture, and controversy in the transport world. From electric vehicle supply chains to self-driving cars and tragic consequences of urban mobility experiments, we cover it all. The show blends analysis, interviews, and a dose of humour to make sense of the evolving car and transport landscape.

Key Segments and Topics Covered:

1. News Headlines and Industry Trends
We begin with a look at China’s suspension of key rare earth exports, which has forced companies like Ford to pause production in the U.S. The discussion examines Australia’s opportunity and challenges in filling the gap, particularly around local skills shortages in metallurgy and refining.

2. Commercial Driver Health Reforms
Paul and David unpack a new discussion paper from the National Transport Commission, aimed at improving health screening for commercial drivers. The goal is to detect high-risk conditions—like sleep apnea—before they cause accidents, using evidence-based protocols and fleet-monitoring technology.

3. Artificial Intelligence in Road Safety
Two firms are pushing AI into different lanes of vehicle safety. Nauto supports human drivers with real-time warnings based on driver behaviour, while Imagry is developing fully autonomous, map-free driving. We contrast the philosophical and practical implications of both approaches.

4. Vehicle Ruggedness and Robotic Testing
Ford’s Ranger undergoes brutal durability testing at Victoria’s You Yangs proving ground using robotic test drivers—highlighting the importance of consistency and safety in off-road evaluation. The discussion also references how electric powertrains could enhance off-road capability.

5. E-scooter Fatality and Policy Response in Perth
A tragic incident involving a pedestrian killed by a drunk e-scooter rider has led to an indefinite suspension of Perth’s e-scooter hire program. Paul and David discuss the broader implications of poor regulation, excessive speeds, and rising injury statistics across Australia.

6. The Rapid Rise of Waymo in San Francisco
Self-driving car company Waymo now accounts for 27% of San Francisco’s rideshare market. We explore why consistency, comfort, and reduced crash rates are contributing to faster-than-expected adoption of autonomous vehicles, despite their higher cost compared to traditional rideshare options.

7. Car Myths Debunked
From battery longevity and fuel economy to aerodynamics and fire risk in EVs, the team breaks down popular car myths. Key points include:

Car batteries can last well beyond five years with proper maintenance.

Smaller engines aren’t always more fuel-efficient in real-world driving.

EVs are statistically less likely to catch fire than petrol vehicles, but fires are harder to extinguish.

8. Spotlight: Giotto Bizzarrini
We dive into the remarkable story of Giotto Bizzarrini, a brilliant but overlooked automotive engineer who worked with Ferrari, Lamborghini, and others before creating his own exotic car marque. The discussion includes a recent revival of his 5300 GT Strada and the challenges of branding in the automotive world.

9. Road Test: 2025 Mitsubishi Triton GLS
We test the latest Mitsubishi Triton dual cab ute and assess its appeal to both tradies and families. Topics include:

Toughness and payload capability

Security and lockable tray cover

Interior simplicity vs. tech complexity

Safety features and lane assist quirks

Parking challenges due to size
We also touch on the marketing impact of using Russell Coight in ads, and how humour wears thin over time.

Credits and Further Info:
This episode was produced with thanks to Paul Murrell, Mitsubishi Australia, Bruce Potter, Mark Wesley, and mechanical engineer Fred Brain.

Get more from Overdrive:
For videos, longer interviews, and road test visuals, search Cars Transport Culture on YouTube, Facebook, Instagram, or your preferred podcast app.

Overdrive is syndicated nationally via the Community Radio Network.



OverDrive: Triton Road Test, EV Fire Myths, AI Cars, E-Scooter Ban & The Legend of Bizzarrini

Artificial intelligence (AI) has become a daily companion for many—summarizing texts, providing quick answers, or finding the right image for a presentation. What often goes unnoticed, however, is that AI systems are far from neutral. Distortions in training data, the concentration of AI development in the Global North, dominant cultural perspectives, and the lack of material in less widely used languages all contribute to biases that algorithms reproduce and even amplify.

In their ifa study “Inclusive and Secure Artificial Intelligence: A Global Perspective on Policy and Technical Developments”, researchers Dr Saiph Savage and Lili Savage examine how these distortions arise and explore ways to address them. In this episode of ‘Die Kulturmittler:innen’, they join host Amira El Ahl to discuss inclusive AI design, the role of cultural institutions and international NGOs, and how we can work toward more ethical and inclusive AI systems.

Find the ifa study „Inclusive and Secure Artificial Intelligence” under: https://culturalrelations.ifa.de/forschen/ergebnisse/inklusive-und-sichere-ki/
More on the topic of inclusive Artificial Intelligence:
https://culturalrelations.ifa.de/en/research/results/democratising-ai-through-culture/
Podcast episode with Octavio Kulesz on Navigating AI in the Cultural Sector:
https://www.ifa.de/deep-dive-navigating-ai-in-the-cultural-sector-with-octavio-kulesz-ifa-podcast/

For all other information visit our website: https://culturalrelations.ifa.de/en/
To learn more about ifa: https://www.ifa.de/en/

If you have any questions or comments, please feel free to email us at podcast@ifa.de.

Die Kulturmittler:innen | Overcoming Bias: Building Inclusive AI. With Saiph Savage and Lili Savage

Are you ready for a revolution in 3D modeling? Dive into this episode of AI with Shaily as Shailendra Kumar explores the latest breakthroughs in Neural Radiance Fields (NeRF) and 3D Gaussian Splatting. Discover how these innovations are making 3D scene creation easier than ever, and what this means for creators and developers. Get insights on practical AI solutions and a peek into the future of interaction with digital and physical environments! If you enjoyed the episode, please like, subscribe, and share your thoughts! 🎙️✨🚀

Unlocking the Future: How NeRF is Transforming 3D Creation

Are we trading privacy for convenience? Join Shailendra Kumar on AI with Shaily as we dive into the rapid advancements in facial recognition technology. From Amazon's new security features to Hong Kong's surveillance cameras, we discuss the impact on our lives and civil rights. Learn what you can do to protect your privacy in this evolving landscape. Share your thoughts and experiences in the comments! 😊🔍💡

Facial Recognition: Convenience or Privacy Nightmare?

Did you know that children’s drawings can be a powerful tool for storytelling? Join Shailendra Kumar in this episode of AI with Shaily as we explore how narrative art fuels early literacy and emotional intelligence in education. Discover how blending technology with creative expression can nurture young minds. 🖍️✨ Gain insights into fostering children's unique voices and learning styles. Don't forget to share your thoughts in the comments, and subscribe for more AI insights! 🎨📖

Unlocking Storytelling: The Art of Drawing in Early Education

Did you know that a centuries-old artistic technique is revolutionizing autonomous vehicles? Join Shailendra Kumar on *AI with Shaily* as we explore the fascinating connection between Renaissance art and modern AI in self-driving cars! Discover how the vanishing point concept enhances vehicle perception and reduces reliance on expensive LIDAR sensors. Gain insights into innovative AI solutions like VPOcc and unlock new perspectives in technology! 🚗✨ Don’t forget to subscribe for more AI news and share your thoughts in the comments!

How Renaissance Art Is Shaping Self-Driving Car Technology

Brian C. Jensen is the CEO of Legacy Global Consulting, Inc., a leading management consulting firm that has set industry benchmarks for excellence and innovation. Under his stewardship, the company has grown exponentially, carving a niche in providing strategic solutions to complex business challenges.

With over a decade of experience in the management consulting arena, Brian has honed his skills in a myriad of sectors, ranging from strategy formulation to digital transformation, and from risk management to organizational design. His expertise is not just limited to theoretical knowledge; it’s grounded in real-world applications, having collaborated with a diverse range of clients, both domestic and international.

Opporture's cutting-edge AI solutions maximize the potential of your content. We are the leading AI company in Canada. We offer a comprehensive array of data-driven services to meet all of your content requirements with our advanced processes and seasoned team. From content moderation to annotation and tagging for enhanced relevance and visibility, our AI-driven capabilities provide accurate and contextually-rich content. With the latest data insights, we are also experts in content distribution, creation, transformation, consulting, accessibility, and marketing. We are the one-stop provider of data solutions. Get in touch and to learn more about our services. Contact today!

Unlock the secrets of data mastery with Shailendra, a 27-year veteran in AI, ML, and Data Science, driving AU$ 6 Billion in transformative value. As the author of 'Making Money out of Data,' their strategies redefine digital success. With expertise honed at IBM and Accenture, they drive innovation and data monetization. Explore how loyalty programs like Flybuys and Everyday Rewards revolutionize business—connect with Shaily today.

Was macht Kultur in der Außenpolitik? Wie arbeiten Mittlerorganisationen wie das ifa – Institut für Auslandsbeziehungen? 
 
Der Podcast des Instituts für Auslandsbeziehungen „Die Kulturmittler“ beleuchtet die vielseitigen Themen der Auswärtigen Kultur- und Bildungspolitik: Erfahren Sie mehr über Klimamigration, die Kunstbiennale in Venedig, die Rechte von LGBTQIA+-Personen in Ägypten, die Ukraine oder die afghanische Zivilgesellschaft. 
 
Unsere Interviewpartner:innen und Expert:innen vermitteln jeden Monat eine neue Perspektive – politisch und kulturell, zwischen außen und innen, auf Deutsch und Englisch. Zu Gast waren bisher u.a. die Menschenrechtsexpertin Selmin Çalışkan, der Künstler und Fotograf Wolfgang Tillmans, die Politikerin Oby Ezekwesili und die Expertin für feministische Außenpolitik Kristina Lunz.
 
Themenwünsche, Lob und Kritik können gerne an podcast@ifa.de geschickt werden.

Overdrive: Cars, Transport and Culture.

A weekly radio program featuring motoring & transport news from Australia & around the world, road tests, feature interviews & quirky stories.

David Brown is a respected motoring broadcaster heard online and across Australia on commercial, public and community radio.

WURD Radio is the only African-American owned and operated talk radio station in Pennsylvania, and one of few in the country. Taking a multimedia approach – on-air, online and in the community – WURD is widely recognized as the pulse of the African-American community locally, regionally, and nationally. From mayoral races to presidential elections, from the street corner to the corner suite, WURD has tackled the hard issues as an influential, respected and powerful voice in the marketplace.

New tracks tagged #AI Technology