OpenAI’s desktop superapp: The end of ChatGPT as we know it?

OpenAI is reportedly planning to fold its ChatGPT application, Codex coding platform, and AI-powered browser into a single desktop ‘superapp’, a move that signals a shift toward enterprise and developer audiences and away from the consumer market that made the company a household name. The unified product will merge the ChatGPT interface, the Codex coding…

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Stop using AI to submit bug reports, says Google

Google will no longer accept AI-generated submissions to a program it funded to find bugs in open-source software. However, it is contributing to a separate program that uses AI to strengthen security in open-source code. The Google Open Source Software Vulnerability Reward Program team is increasingly concerned about the low quality of some AI-generated bug…

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The ‘toggle-away’ efficiencies: Cutting AI costs inside the training loop

“A single training run can emit as much CO₂ as five cars do in a year.” That finding from the University of Massachusetts, Amherst, has become the defining statistic of the generative AI era. But for the engineers and data scientists staring at a terminal, the problem isn’t just carbon, it’s the cloud bill. The…

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AI optimization: How we cut energy costs in social media recommendation systems

When you scroll through Instagram Reels or browse YouTube, the seamless flow of content feels like magic. But behind that curtain lies a massive, energy-hungry machine. As a software engineer working on recommendation systems at Meta and now Google, I’ve seen firsthand how the quest for better AI models often collides with the physical limits…

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