Mitigating Prompt Injection Risks to Secure Generative AI Apps
I’m optimistic about the potential for generative AI, particularly its benefits for companies and knowledge workers. However, in the rapidly evolving landscape of AI, understanding and addressing vulnerabilities like prompt injection is crucial for the safe integration of these technologies into our digital ecosystem. As LLMs find their way into real-world applications, their proliferation makes…
Graphcast
I’m always on the hunt for practical applications of Graph Neural Networks (GNNs), and Google DeepMind’s Graphcast fits the bill. This AI-powered weather forecasting system aims to solve key challenges in producing accurate and timely predictions. Built on GNNs, Graphcast incorporates an efficient computational design allowing for faster, more scalable forecasts. Its approach also extends…
Key Takeaways from AWS re:Invent 2023
AWS made several compelling announcements at re:Invent 2023 related to artificial intelligence and data analytics. From new storage classes to specialized AI chips, many of these developments aim to enhance performance and efficiency for companies leveraging the cloud for advanced workloads. A key announcement was Amazon S3 Express One Zone Storage, which offers single-digit millisecond…
The Promise and Progress of Generative AI
One year after ChatGPT’s launch, generative AI is gaining mainstream traction. Large language models (LLMs) like GPT-4 are being adopted across diverse real-world applications, from chatbots to computer programming to medicine and law. The speed of adoption has been remarkable – shortly after the release of GPT-4, chatbots leveraging its capabilities were publicly available. Thanks…
Book Review: The Fund
In his revelatory new book “The Fund,” Rob Copeland of The New York Times pulls back the curtain on the controversial management techniques of billionaire Ray Dalio, founder of hedge fund behemoth Bridgewater Associates. Copeland documents how Dalio’s rigid, authoritarian methods engendered a workplace culture defined by invasive surveillance, demanded ideological conformity, and endemic fear.…
OpenAI Developer Conference: Customizable AI Sparks Excitement and Concern
After spending several hours reading discussion threads, social media posts, and technology press articles, I observed a range of reactions to OpenAI’s announcement that users can create custom versions of ChatGPT. These reactions reflect both optimism about the potential benefits of this new functionality and concerns about increased platform control. Many welcome the new functionality…
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