AI in Longevity Research
How artificial intelligence is accelerating the discovery and analysis side of aging biology, and where the hype outpaces the evidence.
Longevity Technology
Technology is accelerating longevity research and making precision health tools accessible to individuals. From AI-assisted diagnostics to consumer wearables that track biological aging signals, this section covers the technology layer of the longevity ecosystem.
Wearables for Longevity Tracking
What consumer wearables can reliably measure for longevity purposes, and where their limits are.
Longevity Clinics Explained
What longevity clinics offer, how they differ from traditional primary care, and questions worth asking before enrolling in one.
At-Home Health Testing Platforms
What at-home biomarker testing can offer for longevity tracking, and where lab-based clinical testing still matters more.
AI Hallucinations in Healthcare: What the Research Actually Shows
How often AI health tools state something false with complete confidence, where the risk concentrates, and what the actual research says about how fast that is changing.
What ChatGPT Health Can and Can't Do: An Honest Assessment
OpenAI, Microsoft, Amazon, Perplexity, and Verily each picked a different seat at the healthcare table. Here's what each one is actually good for, and where the real gaps still are.
AI for Mammography: Where the Science Actually Stands
AI-assisted mammography is one of the most studied applications of AI in medicine. The research is genuinely impressive, and genuinely complicated. Here is the honest picture.
AI in Radiology: What It Means for Patients and What Radiologists Actually Think
Radiology is the medical specialty most reshaped by AI, and also the one that has thought most carefully about how to integrate it. Here's what's actually happening in radiology departments.
Digital Biomarkers: How Wearables Are Becoming Medical Devices
Step counts were just the beginning. Wearables now detect atrial fibrillation, track sleep stages, estimate blood oxygen, and flag anomalies in real time. AI is what's making that shift possible.