Personal Assistant Systems
AI Is Developing a Culture of Its Own. That Could Be Dangerous
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How Two Citizen Sleuths Spent Decades Trying to Solve the Double Homicide of A Killer Story
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Improving the process for large-scale recommender systems: an interview with Haruka Kiyohara
In their paper Credit-assigned Policy Gradient for Early Stage Retrieval in Two-stage Ranking, and study how to improve early-stage retrieval in two-stage decision processes. We caught up with first author Haruka to find out more. This is a project that she worked on during an internship with the Central Applied Science (CAS) team at Meta. What is the topic of the research in your paper and why is it an interesting area for study? This paper studies how to improve early-stage retrieval in two-stage decision processes.
Apple Watch Series 12 hands-on: New sensing system, health features and audio intelligence
I wasn't expecting Apple to have a ton of interesting updates to the Apple Watch this year, but somehow it managed to surprise me. Some of the new features coming to the Apple Watch Series 12 are things the competition has already offered, like Readiness scores and increased sampling rates. But others, like the Audio Intelligence suite of tools and even the new finishes and materials, are novel. I'm also not against AI wearables that listen to your surroundings and conversations, as long as done responsibly and with accountability, so I'm intrigued by things like Siri Recap and Live Rewind. Unfortunately, I wasn't really able to test out most of these features at the demo area right after today's "Surprise and shine" keynote ended. But I did get to spend a bit more time with some Apple Watch demos, and carefully scrutinize what exactly is different on the Series 12.
Everything New You Can Do With Siri AI
When iOS 27 arrives, it will bring with it a fully revamped assistant for your iPhone. Siri made its debut on the iPhone in 2011, five years ahead of Google Assistant and 11 years before ChatGPT would open up to the public. Despite the head start, Apple's voice AI has been comprehensively overtaken in recent years, and made to look rather primitive compared to the many generative AI rivals it's now up against. With the launch of iOS 27, Apple and Siri are fighting back. There's a new name-- Siri AI --and a host of new capabilities that are coming to your iPhone.