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United States· The Verge AI· 4d ago

AI hallucinations are making entitled customers even worse

Service industry workers are reporting an increase in customers using unreliable AI-generated dietary recommendations that lack context or safety. These diners often assume AI chatbots provide medical-grade guidance, leading to potentially dangerous lapses in communication regarding severe allergies. As generative tools become more accessible, guests are less likely to engage in necessary, nuanced dialogue with staff, placing the burden of safety on servers who must navigate these confusing, machine-informed expectations while ensuring guest wellbeing remains prioritized.

What this means for you

Staff should be trained to verify dietary restrictions independently of any pre-dining research customers may have conducted using AI tools.

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Research
Global· MarkTechPost· 4h ago

Beyond Domain-Specific World Models: JEPA-Anything Uses 1 Recipe for 7 Fields

Researchers have developed JEPA-Anything, an innovative architecture that standardizes world-model training across vastly different fields, ranging from robotics to scientific simulation. By decomposing latent targets into four independent factors, each handled by its own predictor, the system avoids the need for domain-specific architecture adjustments. Empirical tests show that this method outperforms traditional Joint Embedding Predictive Architecture models, reducing error rates significantly. This breakthrough represents a move toward universal world models that can learn physical dynamics across any environment without extensive retraining.

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Products
United States· The Verge AI· 10h ago

Gemini Call for Me might tell your mom you’re running late

Google is reportedly enhancing its 'Call for Me' feature, potentially enabling Gemini to manage personal communications. Recent code analysis suggests the AI assistant could soon handle casual requests, such as notifying family members about schedule adjustments or routine updates. By integrating these conversational tasks directly into the Android OS, Google aims to streamline daily coordination. This expansion signifies a broader transition toward AI serving as an autonomous intermediary for both professional and private interactions, further embedding Gemini into the fabric of user routines.

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Research
Global· MarkTechPost· 10h ago

Meet Together Link: A Free CLI That Runs Open Models Like Kimi K3 and GLM 5.3 Inside Claude Code, Codex, and OpenCode

Together AI has introduced Together Link, an open-source command-line tool designed to bridge proprietary coding environments with high-performance open-source models. By integrating platforms like Claude Code and Codex with models such as Kimi K3 and GLM 5.3, the tool enables developers to leverage diverse AI architectures without switching interfaces. An automated routing feature optimizes model selection per session, which the company claims can reduce operational expenses by more than 50% compared to standard enterprise-tier model usage.

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