Slop Grenades
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AI makes it easy to generate work without properly thinking about it, creating ‘slop grenades’ that push judgment downstream to whoever receives them.
The views and opinions expressed on this blog are my own.
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AI makes it easy to generate work without properly thinking about it, creating ‘slop grenades’ that push judgment downstream to whoever receives them.
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Why medical knowledge benchmarks aren’t enough for real-world health assistants, and what an evaluation stack should look like as Health AI moves from static vignettes to conversational, action-taking systems.
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After months of work, Health AI is launching on Amazon.com and in the Amazon app, giving customers a personal AI health assistant to understand their health information, explore care options, and connect directly to care.
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Today we launched Amazon One Medical, an agentic Health AI assistant providing 24/7 health guidance, appointment booking, lab reading, and medication management.
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How LLMs are evolving from stochastic parrots into regulated medical devices — exploring the FDA frameworks, regulatory pathways, and business implications of software as a doctor.
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Attended AWS re:Invent 2025 in Las Vegas.
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Attended Amazon’s internal Machine Learning Conference (AMLC 2025) and gave a talk on LLM trustworthiness in medical product question answering.
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Buy For Me, my first agentic AI system at Amazon, is now live for US customers — an AI agent that browses, selects, and purchases products from third-party brand websites on behalf of customers.
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Successfully defended my PhD thesis at MIT in the Harvard–MIT Program in Health Sciences and Technology.
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My PhD research on detecting pain levels from brain signals was featured on the front page of MIT News.
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I was featured in a double-page spread by the national Spanish newspaper La Razón, highlighting leading researchers at the MIT Media Lab.
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I was interviewed at MIT by Spanish journalist Iñaki Gabilondo for a Movistar+ documentary episode on MIT scientists and the future of technology.
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During my PhD, I explored what it takes to move technology beyond the lab, studying venture scaling and private equity finance at Harvard Business School, and healthcare innovation and deep-tech commercialization at MIT Sloan.
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Tim Cook, Apple’s CEO, visited our research group (Affective Computing group) at the MIT Media Lab, where our team presented our research on AI and emotion recognition.
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Invited to represent the MIT Media Lab in a multidisciplinary healthcare venture design and strategic forecasting workshop with BCG Digital Ventures.
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Awarded the La Caixa Fellowship for postgraduate studies abroad, presented by King Juan Carlos I of Spain at a ceremony in Madrid.
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Awarded the Carpe Diem Enterprise Trust educational bursary to support my studies in the Master’s in Bioscience Enterprise programme at the University of Cambridge.
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Awarded the ACGI Medal for Excellence by the Faculty of Engineering at Imperial College London upon graduating with First Class Honours in Biomedical Engineering.
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Awarded the Beca Rioja Talento 2010-2011 by the Fundación Riojana para la Innovación, Spain.
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Selected for the Amgen Scholars Programme to conduct summer research at the University of Cambridge’s Wolfson Brain Imaging Centre.
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Awarded a Bronze medal at the Spanish Mathematics Olympiad and a Silver medal at the Spanish Physics Olympiad in 2008.