Forbes on Nostr: Battling AI Hallucinations: Detect And Defeat False Positives ========== AI ...
Battling AI Hallucinations: Detect And Defeat False Positives
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AI hallucinations, where AI platforms provide incorrect information, are a concern in healthcare. Hallucinations are defined as the generation of content that is not based on real or existing data but is instead produced by a machine learning model's extrapolation or creative interpretation of data. Healthcare professionals are raising alarms over the risk of hallucinations leading to wrong decisions and medical outcomes. To address AI hallucinations, organizations should keep the 'human element' in the loop and focus on education and awareness about AI advancements. Collaboration between clinicians and AI experts is necessary to improve the accuracy of data sources and eliminate bias. AI should be treated as a tool that complements human expertise, not a complete replacement. Responsible behavior when utilizing AI is crucial to unlock its true potential while protecting patients and ensuring their well-being.
https://www.forbes.com/sites/shashankagarwal/2024/06/12/battling-ai-hallucinations--detect-and-defeat-false-positives/
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AI hallucinations, where AI platforms provide incorrect information, are a concern in healthcare. Hallucinations are defined as the generation of content that is not based on real or existing data but is instead produced by a machine learning model's extrapolation or creative interpretation of data. Healthcare professionals are raising alarms over the risk of hallucinations leading to wrong decisions and medical outcomes. To address AI hallucinations, organizations should keep the 'human element' in the loop and focus on education and awareness about AI advancements. Collaboration between clinicians and AI experts is necessary to improve the accuracy of data sources and eliminate bias. AI should be treated as a tool that complements human expertise, not a complete replacement. Responsible behavior when utilizing AI is crucial to unlock its true potential while protecting patients and ensuring their well-being.
https://www.forbes.com/sites/shashankagarwal/2024/06/12/battling-ai-hallucinations--detect-and-defeat-false-positives/