To experiment with generative AI orchestrator architecture patterns, I implemented a simplified single user orchestrator application with Python. As described in the article, I studied common orchestrator components and selected a basic stack of OpenAI API models, Elasticsearch, Python, and Streamlit for the UI. With this modular architecture, I could show case core orchestration functions…
Unleashing the Power of Generative AI in Your Career: It’s Not Just About Knowledge, It’s About Language. In an era defined by rapid technological advancements, simply being an expert in your domain—whether it’s software engineering, human resources, finance, or sales—is no longer enough to stay ahead of the curve. Sure, you might excel in coding…
Designing LLM apps requires an architecture with components that ground models to ensure reliability and cost control. The meteoric rise of foundation models like GPT-3, PaLM, and Stable Diffusion has ushered in a new era for AI generation. These powerful large language models (LLMs) can now synthesize remarkably human-like text and images when prompted. But…
Study reveals AI chatbots’ safety measures can be bypassed, causing harmful content production, urging for a reassessment of AI security. Introduction We have long trusted the strength of AI safety measures in protecting us from potential AI misuses, especially in the case of popular chatbots such as ChatGPT, Claude, and Google Bard. These safeguards, as…
Top AI firms sign a White House pledge to mitigate risks and enhance transparency in artificial intelligence technology. As noted by Cat Zakrzewski of The Washington Post, President Joe Biden’s political career has spanned the evolution of some of the most influential technological advancements in modern history, from cellphones to the World Wide Web. Yet,…
LONGNET Architecture enables scaling Transformers to over 1 billion tokens through a multi-scale dilated attention module, but the impact of such massive contexts remains unproven. Introduction Transformers have become ubiquitous across natural language processing, demonstrating major advantages on tasks like translation, text generation, and question answering. However, the standard Transformer’s dot-product self-attention mechanism scales quadratically…
In a recent blog post, OpenAI announced an ambitious new research initiative called “superalignment”. This aims to ensure advanced AI systems reliably follow human instructions and values, even as the systems grow to superhuman intelligence levels. The superalignment agenda represents OpenAI’s latest major safety push as AI capabilities advance rapidly. In this article, we’ll examine…
AI, robotics, and automation are revolutionizing our homes and workplaces, driven by societal and technological trends, offering vast economic potential while raising ethical concerns. Morgan Stanley Capital International (MSCI), a global leader in investment decision support tools, has become a guiding voice on the future of AI, Robotics, and Automation. MSCI’s research and technology-backed insights…
OpenAI actively lobbied the EU, shaping AI legislation to balance benefits and risks, with some proposed changes incorporated into the final AI Act. Introduction OpenAI has been actively engaged in lobbying the European Union to influence the incoming AI legislation. Recent documents obtained by Time from the European Commission reveal that OpenAI, the creator of…
Microsoft guide to responsible AI governance, ensures alignment with their Responsible AI Standard and AI Principles. Microsoft has worked with OpenAI to develop a customized set of capabilities and techniques to join cutting-edge AI technology and web search in the new Bing. Microsoft has also harnessed the full power of its responsible AI ecosystem to…
