Aurametrix, Inc. ⚙️🦠🧬
@Aurametrix
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Connect the dots to better health! Aurametrix helps you identify the subtle cause-effect relationships that contribute to how you feel--any time, any day.
Silicon Valley, CA
Joined February 2009
the time it would have taken me would probably have been of order of magnitude an hour (an estimate that comes with quite wide error bars). So it looks as though we have entered the brief but enjoyable era where our research is greatly sped up by AI but AI still needs us. 3/3
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"GPT-5 moves from human-comparable to above human-expert performance" GPT-5 outperforms licensed human experts by 25-30% and achieves SOTA results on the US medical licensing exam and the MedQA benchmark. I sound like a broken record, but AI models are better than most doctors.
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GPT-4o was below the level of medical professionals on medical reasoning benchmarks GPT-5 (apparently Thinking medium) now far exceeds them. (Usual benchmark caveats apply)
GPT-5 on Multimodal Medical Reasoning On MedXpertQA MM, GPT-5 improves reasoning and understanding scores by +29.62% and +36.18% over GPT-4o. It surpasses pre-licensed human experts by +24.23% in reasoning and +29.40% in understanding.
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In WebDev, Claude Opus 4.1 is sitting at #2, tied with Gemini-2.5-Pro. See the WebDev Arena rankings: https://t.co/kdQoL3K4vl
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The prevailing wisdom is that compute is the most important factor for frontier AI training. We think this is wrong: data is the most costly and important component of AI training. We collected estimates of revenue for major data labeling companies and compared them with the
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Evaluating General-Purpose LLMs for Patient-Facing Use: Dermatology-Centered Systematic Review and Meta-Analysis
medrxiv.org
Background General-purpose large language models (LLMs) have rapidly evolved from experimental tools into widely adopted components of healthcare. Their proliferation – accelerated by the “ChatGPT...
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Resident Turnover and Community Satisfaction in Active Lifestyle Communities
arxiv.org
An analysis of Tellico Village, a non-age-restricted active lifestyle community, reveals complex patterns in resident tenure and satisfaction. Longitudinal surveys (2018-2024) and property records...
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Environmental Health: Sustainable Growth in Planned Communities
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It's time for @MLMillenson to figure out the answers to the big questions about health care policy, the universe and everything. After all he has ChatGPT to help him. And the Magic 8 Ball... https://t.co/rX8EHvrKxv
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Exhale The Difference: Propylene Oxide as a Game-Changer in Dx:
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A Breath of Fresh Data: How Exhaled Propylene Oxide could identify complex syndromes:
medrxiv.org
Volatile Organic Compounds (VOCs) triggering respiratory irritation are implicated in conditions such as Trimethylaminuria (TMAU) and “people are allergic to me” (PATM) which occur in otherwise...
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WEARABLE TERNARY PLOT First try at plotting where certain wearables sit. If a product sits in the centre of the triangle, it could be considered an "all-rounder". If a product sits in the corner, it is a specialist at that particular metric.
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Biological Factors Influencing Individual Responses to Propylene Oxide: A Systematic Review
medrxiv.org
Objective This systematic review aims to synthesize current knowledge on Propylene Oxide (PO) in human exhaled breath, examining its presence across various biological matrices and exploring method...
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