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Visualizing the World Model in an Agent's Value Function

arXiv:2610.14186v1 Announce Type: new Abstract: Could model-free reinforcement learning algorithms actually be learning a model of the environment? In this work, we apply counterfactual interventions

πŸ“… 2026-10-14 | πŸ“° arXiv - AI Research Papers
#ai-news #visualizing #world

Business Moves: Liberty Mutual to Buy Brazil’s Austral Seguradora

Liberty Mutual Insurance said it has an agreement to acquire Austral Seguradora, a top-five Brazilian surety provider headquartered in Rio de Janeiro. Upon completion of the transaction, Liberty Mutua

πŸ“… 2026-10-14 | πŸ“° Insurance Journal
#insurance-news #business #moves

Illinois Launches Cover Crop Insurance Savings Program for 2027

The Illinois Department of Agriculture (IDOA) is offering its insurance discount program for cover crops for the eighth year. The program, called Fall Covers for Spring Savings Program, encourages cov

πŸ“… 2026-10-14 | πŸ“° Insurance Journal
#insurance-news #illinois #launches

Trump’s AI Liability Push Opens Blame Game for Models Gone Rogue

The Trump administration’s embrace of legal liability to enforce artificial intelligence safety sets the stage for future conflicts over who foots the bill when AI models go rogue: the companies

πŸ“… 2026-10-14 | πŸ“° Insurance Journal
#insurance-news #trump #liability

Business Interruption Claims Approach $1M Average, Says Allianz

The average cost of a business interruption claim is nearing $1 million, an upward trend that appears to have several causes. A new report shows BI losses are being pushed up by natural catastrophes,

πŸ“… 2026-10-14 | πŸ“° Insurance Journal
#insurance-news #business #interruption