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●OpenEvidence secures major hospital partnership to deploy AI-powered clinical decision support tools.
●Startup provides medical professionals with high-fidelity, evidence-based answers synthesized from peer-reviewed literature.
●Deal reflects a broader industry trend toward integrating specialized AI into healthcare workflows.

●Trump administration reverts health IT office name to ONC, focusing on external coordination.
●Chief AI and Data Officer roles move from ONC back to Chief Information Officer.
●Policy shift prioritizes patient data access and streamlining health record sharing across systems.

●EFF files FOIA lawsuit against CMS over AI-driven Medicare prior authorization pilot program
●Advocates demand transparency regarding WISeR model algorithms, training data, and potential algorithmic biases
●Critics highlight financial incentives for vendors to deny claims, potentially delaying essential medical care

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●General Legal reports 40% profit margins by positioning AI as the primary workflow driver.
●Contract turnaround time drops from 10 hours to 2.2 hours through AI-first architectural processes.
●Startup raises $11.5M to expand AI-native legal services for enterprise-level corporate contract management.

●Survey shows 42% of law firms won new business by citing AI capabilities in pitches
●Over half of firms utilize AI to handle complex briefs previously deemed unresourceable
●Legal AI shifting from internal efficiency tool to standard hygiene factor for major firms

●Paris Saint-Germain selects Harvey as official legal AI platform in a multi-year partnership deal.
●Internal legal teams will leverage Harvey for research, drafting, and accelerated internal decision-making processes.
●Harvey announces strategic expansion into the French market with a new office opening in Paris.

●Gen-Searcher uses multi-hop search to gather external knowledge for high-accuracy image generation
●New training method combines supervised fine-tuning with reinforcement learning using dual text-image rewards
●Model outperforms Qwen-Image by 16 points on the new KnowGen search-grounded benchmark

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●Medical AI Scientist automates clinical hypothesis generation and full manuscript drafting.
●Framework achieves MICCAI-level quality across 19 clinical tasks and 6 modalities.
●System utilizes clinician-engineer co-reasoning to ensure traceable, evidence-based medical discovery.

●Speculative decoding efficiency relies on alignment between draft model training data and specific tasks
●Task-specific training on math or chat data yields superior performance over generic draft models
●Confidence-based routing at inference time outperforms weight averaging for combining multiple specialized drafters

●eMed raises $200M at $2B valuation to scale its agentic AI platform for telehealth.
●The funding will expand clinically managed weight loss programs and new employer-focused healthcare payment models.
●AI-driven patient management achieves 90% adherence rates and significant biomarker improvements within six months.

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