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The Enduring Role of Custom Taxonomies
Classification is the practice of organizing information into structured categories so it can be more easily understood, retrieved and applied. A taxonomy, in this context, is a formal framework that defines those categories and their relationships. It creates order from complexity, grouping information based on shared characteristics. For centuries, taxonomies have been central to how…
Read MoreAI Without Context Is Doomed to Fail
MIT recently released a paper published in FORTUNE showing that 95% of AI initiatives fail. OpenAI invited nine tech reporters and journalists to an exclusive “on-the-record” dinner in San Francisco, hosted by CEO Sam Altman, COO Brad Lightcap, and Head of ChatGPT Nick Turley. The stock market fell immediately. Why are so many AI initiatives failing?…
Read MoreAI Self-Awareness and Self-Learning
The rapid advancement of artificial intelligence (AI) has led to increasingly sophisticated language models such as ChatGPT-5. These systems are capable of generating human-like text, analyzing complex information and assisting with a wide range of tasks. While their capabilities are impressive, they have also raised public concerns about whether AI could become self-aware through self-learning.…
Read MoreThe Power of Semantic Technology in Science
Semantic technology focuses on meaning rather than structure. It uses models like ontologies and metadata to make data interpretable by both humans and machines. The Open Research Knowledge Graph (ORKG) enables researchers to break down publications into structured, machine-actionable components like methods, results and problems, making it easier to compare studies, discover connections and advance…
Read MoreFuture-Proofing Your Data for AI’s Evolution: Why It’s No Longer Optional
Artificial Intelligence (AI) is no longer the stuff of science fiction. It’s here, it’s accelerating and it’s transforming how organizations operate, innovate and compete. But as AI evolves at breakneck speed, one fundamental truth remains: AI is only as strong as the data that powers it. If your data is fragmented, siloed or outdated, you…
Read MoreThe Rise of Semantic Communication: Benefits and Impact in a Data-Driven World
In a world increasingly shaped by information, the ability to communicate effectively and meaningfully has never been more critical. Traditional communication systems transmit raw data from sender to receiver, assuming that both parties will interpret the message correctly. However, as the volume, complexity and diversity of data grow, this assumption becomes less reliable. Enter semantic…
Read MoreBuilding Trust Through Semantic Layering
In a world overflowing with data, trust has become a premium currency. Whether it’s a consumer navigating a website, a professional engaging with an artificial intelligence (AI) tool or a policymaker interpreting analytics, the bridge between raw data and reliable understanding is often fragile. That’s where semantic layering steps in, quietly but powerfully reinforcing trust…
Read MoreTrust and Transparency: Navigating the Ethics of AI and Blockchain in Business
In today’s fast-evolving digital landscape, artificial intelligence (AI) and blockchain technologies are reshaping industries, unlocking new efficiencies and redefining trust. From automated decision-making to decentralized ledgers, these tools hold immense promise, but also raise critical ethical questions. As businesses rush to adopt these innovations, the need for a responsible and ethical approach has never been…
Read MoreAccess Innovations Inc. Selected for Prestigious KM World AI 100: The Companies Empowering Intelligent Knowledge Management 2025
Access Innovations Inc., provider of Data Harmony software, has been selected for inclusion in the prestigious 2025 KMWorld AI 100: The Companies Empowering Intelligent Knowledge Management. “AI technologies are increasingly influencing the practice of knowledge management. Being able to use generative AI, in particular, to solve problems revolving around information access and knowledge sharing have…
Read MoreThe Relentless Revolution: Technology’s Pace and Its Unfolding Future
If there’s one constant in our world today, it’s change – specifically, technological change. What began as incremental improvements in tools and machines has become a relentless revolution, transforming how we live, work, learn and connect. The pace of innovation has reached a velocity that not even science fiction writers of past centuries could have…
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