Artificial Intelligence

Building scalable image data pipelines for AI training

   ​   Artificial intelligence forms the heart of the digital revolution in the advent of the twenty-first century. Handling big data through fine-grained data pipelines is crucial for perfect AI training, and such a requirement is felt more strongly in computer vision applications. AI models, mainly deep learning models, need large volumes of labeled image …

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Agent-Responsive Design: Rethinking the web for an agentic future

   ​   It’s November 2028. Maya’s personal AI agent quietly handles her holiday shopping, easily navigating dozens of e-commerce sites. Unlike the clunky chatbots of 2024, her agent seamlessly parses product specifications, compares prices, and makes purchase decisions based on her preferences. “The boots for your sister,” it explains, “are from that sustainable brand you …

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AI literacy: Essential for today’s workforce and businesses

   ​   Bringing generative AI into a business or even public sector organization is consuming the minds of leaders around the world, some approaching the topic with a positive outlook and some with caution. According to BCG, a mere 10% of organisations have managed to successfully integrate gen AI into their workflows at scale, gaining …

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Q&A with Fiddler AI: Observability, security & making the world a better place

   ​   Fiddler AI, a pioneer in AI observability and security for LLM and MLOps, has the mission of making the world a better place. Following his session at Generative AI Summit Washington, D.C., I spoke with Nick Nolan, Solutions Engineering Manager at Fiddler AI, to dive into how they’re seeking to achieve this. Q: …

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Zero trust and AI: The next evolution in cybersecurity strategy

   ​   Traditional approaches to cybersecurity have always been to defend the digital perimeter surrounding internal networks. However, with the popularity of remote work and cloud computing technologies, conventional security strategies are no longer as effective at protecting organizations. Zero trust has now become the go-to security approach. Its guiding concepts are built around the …

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How to secure LLMs with the fastest guardrails for peak AI performance

   ​   This article comes from Nick Nolan’s talk at our Washington DC 2025 Generative AI Summit. Check out his full presentation and the wealth of OnDemand resources waiting for you. What happens when a powerful AI model goes rogue? For organizations embracing AI, especially large language models (LLMs), this is a very real concern. …

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AI assistants: Only as smart as your knowledge base

   ​   Artificial intelligence assistants are quickly becoming vital tools in modern workplaces, transforming how businesses operate by making everyday tasks simpler and faster.  But despite their widespread adoption and advanced capabilities, even the best AI assistants today face a significant limitation: they often lack access to a company’s internal knowledge.  AI assistants need real-time, …

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LLM economics: How to avoid costly pitfalls

   ​  [[{“value”:” Large Language Models (LLMs) like GPT-4 are advanced AI systems designed to process and generate human-like text, transforming how businesses leverage AI. GPT-4’s pricing model (32k context) charges $0.06 per 1,000 input tokens and $0.12 per 1,000 output tokens, which makes it a scalable option for businesses. However, it can become expensive very …

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Generative AI Summit Washington, D.C, 2025

   ​  Catch up on every session from Generative AI Summit Washington, D.C. with sessions from the likes of Meta, Glean, AstraZeneca and more.  Catch up on every session from Generative AI Summit Washington, D.C. with sessions from the likes of Meta, Glean, AstraZeneca and more. 

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