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Can ChatGPT drive my car? The case for LLMs in autonomy

AI has gone big, and so have AI models. 10-billion-parameter universal models are crushing 50-million-parameter task-specific models, demonstrating superior performance at solving many tasks from a single model.  AI models are also becoming multi-modal. New vision models like Microsoft’s Florence 2 and OpenAI’s GPT-4V are expanding the applications of these models to incorporate images, video,

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Most cloud-based genAI performance stinks

I’ve been asked if generative AI systems are always slow. Of course, I reply, “Slow, as compared to what?” The response I always get is funny. “Slower than we thought it would be.” And the circle continues. Performance is often an afterthought with generative AI development and deployment. Most deploying generative AI systems on the

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TypeScript 5.4 beta arrives

TypeScript 5.4, a planned update to the strongly typed JavaScript variant from Microsoft, has reached beta availability. New capabilities include preserved narrowing within function closures created after the last assignment and a NoInfer type to block inferences to valid but unwanted types. Released January 29, TypeScript 5.4 can be accessed via NuGet or NPM. In

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Protecting against software supply chain attacks

Last year’s MOVEit and 3CX vulnerabilities offered a stark reminder of the risk software supply chain attacks pose today. Threat actors exploit vulnerabilities to infiltrate a software provider’s network and modify the software’s original functionality with malicious code. Once the infected software is passed on to customers, typically through software updates or application installers, the

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