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IEEE Transactions on Fuzzy Systems, Volume 34, Issue 8, August 2026

1) Reinforcement Learning Control With Self-Regulated Prescribed Performance for Input-Saturated Systems Under External DisturbancesAuthor(s): K. Li, K. Xiao, Y. Xia, Z. Lendek, R. -E. Precup, I. J. RudasPages: 2423 – 2436 2) FISformer: Replacing Self-Attention With a Fuzzy Inference System in Transformer Models for Time Series ForecastingAuthor(s): B. Haznedar, L. KaracanPages: 2437 – 2450 3) Fuzzy Nonrecursive Sampled-Data Control

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Suno hopes to go legit with watermarks for AI-generated music

The Internet is awash in AI content, and it’s not always easy to tell it apart from genuine human creations. While images and videos are perhaps the most obvious type of AI slop, streaming music services like Spotify are also being inundated with AI-generated tunes. Suno is one of the most prolific sources of this

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Anthropic confirms plans to build an in-house silicon team

Anthropic is hiring a “custom silicon team” to design chips on which to run its models, the company has revealed. Yesterday, Business Insider noticed a job listing for a senior engineer with experience shipping semiconductor designs. (You can see listings for a Silicon Engineer and a Technical Program Manager, Silicon on Anthropic’s job board right

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