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Grilled Cheese is a product of Village Compute

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@pnas.orgOct 12, 2026, 6:00 PM

Opinion piece: No, #AI cannot replace #HumanParticipants in #BehavioralResearch. In PNAS Front Matter: https://ow.ly/c8BG50ZWVUJ

#ClinicalTrials #ArtificialIntelligence #LLMs #SiliconSamples #DigitalTwins

Scientists work on a large humanoid robot. One technician adjusts gears in its head while another monitors data on a screen near its arm. Until researchers resolve some fundamental concerns, behavioral research should not accept AI output as a substitute for human data. Image credit: iStock/bonezboyz.
@pnas.orgOct 5, 2026, 5:00 PM

Opinion piece: Despite significant advances, #AI cannot replace human participants in #BehavioralResearch. In PNAS Front Matter: https://ow.ly/bvJS50ZUzwT

#SiliconSamples #ArtificialIntelligence #LLM #DigitalTwins

Scientists work on a large humanoid robot. One technician adjusts gears in its head while another monitors data on a screen near its arm. Until researchers are able to resolve some fundamental concerns, behavioral research should not accept AI output as a substitute for human data. Image credit: iStock/bonezboyz.
@jgrobelny.bsky.socialOct 5, 2026, 8:26 AM

"AI cannot replace human participants in behavioral research"

My take: fair for new findings, less so for replications. #LLMs have absorbed the nomological networks between constructs, so they may reproduce known effects.

doi.org/10.1073/pnas...

#LLM #SiliconSamples #Psychology #Metascience #AI

@pnas.orgSep 25, 2026, 5:00 PM

Opinion piece: Despite big advances, #AI cannot replace human participants in #BehavioralResearch. In PNAS Front Matter: https://ow.ly/m1hQ50ZRuSZ

#SiliconSamples #ArtificialIntelligence #LLM #DigitalTwins

Scientists work on a large humanoid robot. One technician adjusts gears in its head while another monitors data on a screen near its arm. Until researchers are able to resolve some fundamental concerns, behavioral research should not accept AI output as a substitute for human data. Image credit: iStock/bonezboyz.