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AI News

News reporting focused on AI and machine learning, covering the companies behind these technologies, their real-world applications, and the ethical concerns they raise. This includes areas like generative AI (large language models, text-to-image and video), speech tech, and predictive analytics.

Latest News

4 articles
Developer

DoorDash Engineer Details SafeChat's Rise, Fall, and Rebirth as a Content-Agnostic Moderation Platform

DoorDash engineer Bruna Pereira detailed the evolution of SafeChat, an AI-powered content moderation system, at QCon AI. Initially a failed LLM-based approach, the team built a two-tier architecture using a cheap ML classifier and LLM scoring to handle 4 million daily messages. The system's graduated scoring model proved more effective than binary classification, leading to its rebirth as a content-agnostic moderation platform.

Aug 2222 minNeura News
Industry

Why Only 5% of AI Projects Pay Off, and What the Winners Do Differently

A new analysis reveals that only 5% of AI projects deliver real returns, with Gartner predicting 40% will be canceled by 2027. Successful companies like Walmart, DoorDash, and IKEA share a common approach: they start with a business problem, not technology. By tying AI to measurable outcomes, these firms achieved significant gains in fraud detection, customer service, and revenue, demonstrating that disciplined adoption is key to unlocking AI's value.

Aug 107 minNeura News