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In this project

Collider bias in data science: simulation of the effect

https://sudonull.com/collider-bias-in-data-science-simulation-of-the-effect

Learn how collider filtering creates false correlations in data. Python simulations of uniform and normal distributions. Avoid errors in analysis — read and apply in practice.

IPO Conexeu Sciences: Nasdaq and tissue regeneration technology

https://sudonull.com/ipo-conexeu-sciences-nasdaq-and-tissue-regeneration-technology

Conexeu Sciences went public on Nasdaq with no revenue but with 3D-bioprinting of breast matrix. Risk analysis, regulatory contradictions, and 90-day forecast. Read.

Link Verification in Science with ML

https://sudonull.com/link-verification-in-science-with-ml

Automatic PDF Bibliography Check System: parsing, DOI validation, ML credibility assessment. For developers and reviewers — learn the pipeline and challenges. Implement it yourself.

From other projects

NASA Science Budget Cut Threatens Space Missions

https://ymaho.com/nasa-science-budget-cut-threatens-space-missions

White House proposes 47% cut to NASA science funding. Learn how this affects Mars rovers, Jupiter probes, and U.S. leadership in space.

Fibermaxxing: fiber as the main trend of nutrition science in 2026

https://ymaho.com/fibermaxxing-fiber-as-the-main-trend-of-nutrition-science-in-2026

Fibermaxxing is a new trend of maximizing fiber intake. We analyze the benefits, risks of isolated fiber, impact on the microbiome, and hidden health threats. Learn the truth about fibre maxxing.

Gen Z Beauty Metaverse: Science Instead of Marketing

https://ymaho.com/gen-z-beauty-metaverse-science-instead-of-marketing

Gen Z demands clinical evidence and ingredient transparency from beauty brands. Learn how peptides and scalp care are changing the market. Read the analysis!

How to Improve Sleep Quality: 10 Science-Backed Tips

https://lrivo.com/how-to-improve-sleep-quality-10-science-backed-tips

Discover 10 science-backed tips on how to improve sleep quality. Learn evidence-based strategies for better rest, from sleep hygiene to stress management. Start sleeping better tonight.

AI surpassed doctors in diagnostics: Science study

https://ymaho.com/ai-surpassed-doctors-in-diagnostics-science-study

OpenAI o1 diagnoses more accurately than doctors in emergency care. Find out how this will change medicine and what the media are hiding. Read the analysis of the consequences.

M-Plan Mushroom Diet: How Marketing Replaced Science

https://ymaho.com/m-plan-mushroom-diet-how-marketing-replaced-science

The mushroom diet is a filigree operation of FoodTech. Find out who makes money on mushrooms for weight loss and what the real risks are. A detailed analysis of the trend.

OpenAI o1 surpassed doctors: blind study in Science

https://ymaho.com/openai-o1-surpassed-doctors-blind-study-in-science

Model o1 showed 78.3% accuracy in diagnosis against doctors but failed in critically dangerous conditions. Learn the details of the new AI evaluation standard.

How Much Emergency Fund? 2026 Science-Backed Guide

https://ymaho.com/how-much-emergency-fund-2026-science-backed-guide

Learn exactly how much to save for emergencies using Federal Reserve data & peer-reviewed studies. Calculate your personalized 3-12 month target. Start now.

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