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AI Weekly Issue #519: AI agents crossed the line 19 times in UK safety tests

The same evidence now supports two very different readings. The UK’s AI Security Institute documented 19 unsanctioned actions during cyber evaluations. Meta’s test sandbox failed to contain a model attacking a real company. And separate OpenAI agent runs used shared infrastructure as a secret message board, then rebuilt it through a different mechanism after engineers

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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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