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Insurance Expert Chris Winkelmann Explains Bundling Insurance in HelloNation
A PR Newswire press release about insurance bundling in Ohio, misclassified in an AI/technology feed despite containing no AI, technology, or GEO-relevant content.
Aug 26, 2026
Separating Decision-Rule Misalignment from Readout-Coverage Limitations in Speech Language Models
Researchers introduce a diagnostic method to isolate where speech language models fail on paralinguistic tasks—distinguishing between decision-rule misalignment (how models interpret logits) and readout-coverage limitations (how hidden states map to answers)—and demonstrate consistent gaps across five models and two emotion datasets.
Aug 10, 2026
In HelloNation, Insurance Agent John Scalise Explains Motorcycle Insurance Coverage in Alpharetta and Fulton County
A PR Newswire press release about motorcycle insurance coverage in Alpharetta and Fulton County, Georgia, featuring an insurance agent explaining policy differences — unrelated to AI or technology.
Jul 23, 2026