YouTube Music Rolls Out Labels for AI-Generated Songs

YouTube Music is adding labels to AI-generated songs. Learn what the badges reveal, how disclosures work, and why unlabeled tracks offer no guarantee.
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Proton Discusses the Roadmaps for Mail, Drive, Pass, VPN, and Lumo

Today, Proton published its Autumn and Winter 2026 product roadmaps for Mail, Drive, Pass, VPN, and Lumo.
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Asus’ ROG Xbox Ally X20 is Now Available for $1,299

Asus is launching today the ROG Xbox Ally X20, a $1,299 version of the existing Xbox Ally handheld with a custom design and some notable hardware upgrades.
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Nvidia Touts Apps and Games Optimized for RTX Spark

The first Windows 11 on Arm PCs powered by RTX Spark become available tomorrow, and Nvidia says the app ecosystem is ready.
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Get a Refurbished M2 MacBook Air for $650 During Deal Days

This Grade B MacBook Air has an M2 chip, a 13.6-inch Liquid Retina display and up to 15 hours of web use.
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Measuring Human Cryptanalysis Effort

Matthew Green has a new site that tries to estimate the number of cryptanalyst-hours that have been spent analyzing different public-key algorithms:

Abstract: We estimate how much public cryptanalysis each public-key assumption has received, using the literature itself as the instrument. From roughly sixteen thousand candidate papers we classify cryptanalytic work on ECDLP, structured and plain lattices, syndrome decoding and their comparators, then convert papers into estimated research-allocation years through a person-level author map. These publication-based estimates may substantially overstate actual time spent. Lattices have overtaken elliptic curves in this cumulative measure only recently; we express that history as inference budgets under stated productivity assumptions. The study was conducted by AI models: Claude Fable 5.1 and Claude Opus 5.5 built the pipeline, ran the analysis and wrote this page, with contributions from GPT-6 Astra. Matthew Green set the questions, made the key methodological decisions and oversaw the work…

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