science_

physics, biology, climate, medicine, engineering — mechanism-first

science · 
Why only 1 in 10 drugs entering Phase 1 makes it to market
The drug development funnel shows a 90% failure rate, driven primarily by efficacy gaps in Phase 2 and safety signals in Phase 1.
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Why CRISPR cuts DNA and base editing doesn't
CRISPR-Cas9 breaks the DNA strand to edit genes. Base editors swap letters without cutting, reducing error rates in treatments like sickle cell.
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What mRNA does between your shoulder and your immune system
An mRNA vaccine delivers instructions that force human cells to manufacture a viral protein, triggering an immune response without introducing a virus.
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Why an H100 GPU has 4 different kinds of memory
The H100 GPU uses four memory tiers to balance capacity and speed, determining whether large language models train in days or weeks.
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Why climate projections are bands, not lines
The spread in 2100 temperature forecasts comes from three distinct variables: emissions scenarios, climate sensitivity, and feedback loops.
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Why fusion is 30 years away — and what changed
Fusion reached scientific breakeven in 2022, but engineering breakeven requires 50 times more gain than today's lasers produce.
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Where lithium actually comes from, and why mining is the wrong word
About 47% of lithium comes from Australian hard rock, 27% from Chilean brine pools, with distinct cost and time profiles.
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How a vaccine moves from lab to arm
A vaccine approved in 12 months does not skip safety steps; it compresses the timeline through parallel manufacturing and risk capital.