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AI Scientist Sakana AI: Autonomous Research Cycle

https://sudonull.com/ai-scientist-sakana-ai-autonomous-research-cycle

The AI Scientist from Sakana AI independently generates hypotheses, code, and articles. Nature published a negative result as a breakthrough. Details on architecture, modes, and challenges for science. Study for IT development.

AI scientific judge: 30B outperforms GPT-5.2 in citability

https://sudonull.com/ai-scientific-judge-30b-outperforms-gpt-5-2-in-citability

Learn how Scientific Judge and Thinker models predict arXiv hits from abstracts with 80.6% accuracy. Generalization to domains and self-critique. For AI developers — details of the approach and benchmarks.

Soil Sensor Data Compensation on ESP32: Scientific Models and Agro-Recommendations

https://sudonull.com/soil-sensor-data-compensation-on-esp32-scientific-models-and-agro-recommendations

How to Implement Scientific Compensation of IoT Soil Sensor Data on ESP32. Rhoades, Nernst, Delgado Models, Integration with Home Assistant, MQTT. Developer's Guide.

AI for scientific articles: process in 2 hours

https://sudonull.com/ai-for-scientific-articles-process-in-2-hours

Learn how to use AI to automate scientific articles: from dictation to 94% original text. Step-by-step case for researchers. Master the method and reduce routine.

Dogmas in physics and IT: how to distinguish science

https://sudonull.com/dogmas-in-physics-and-it-how-to-distinguish-science

Breaking down anti-scientific dogmas in physics, mathematics, programming. Constructive mathematics, GR criticism, and marketing in IT. Learn to focus on usefulness — read the analysis for developers.

From other projects

30% lifespan extension: mitochondrial clearance in mice (Nature 2026)

https://ymaho.com/30-lifespan-extension-mitochondrial-clearance-in-mice-nature-2026

Analysis of a Nature study on extending mouse lifespan by 30% via mitochondrial clearance. Mechanisms, risks, investors, and prospects for humans. Read the analysis.

AI Scientists in Nature: How Robot Researchers Are Changing Science

https://ymaho.com/ai-scientists-in-nature-how-robot-researchers-are-changing-science

Nature published breakthrough works on AI scientists Robin, Co-Scientist, and ERA, which autonomously generate hypotheses and accelerate discoveries. Learn how this will change science.

Google Co-Scientist: AI for Scientific Hypotheses Based on Self-Play

https://ymaho.com/google-co-scientist-ai-for-scientific-hypotheses-based-on-self-play

How DeepMind's Multi-Agent System is Changing Science: Hypothesis Generation, Debates, and Idea Tournaments. Find out who wins in the new race. Read the analysis.

DeepMind's ERA System: AI Rewrites Scientific Code

https://ymaho.com/deepmind-s-era-system-ai-rewrites-scientific-code

Google DeepMind introduced ERA, an AI agent for automatic optimization of scientific code. Learn how it changes science and reduces the discovery cycle from weeks to hours.

Rational choice of cosmetics: a scientific approach of buyers

https://ymaho.com/rational-choice-of-cosmetics-a-scientific-approach-of-buyers

44% of Generation Z demand real reviews, 58% trust only themselves. We analyze the trend of evidence-based cosmetics and the collapse of emotional marketing. Read.

How to stop procrastinating: 7 scientific steps

https://ymaho.com/how-to-stop-procrastinating-7-scientific-steps

Procrastination is not laziness. Learn how to stop putting things off using scientific methods: the 5-minute rule, distraction anchors, cognitive restructuring. Start today.

How to quickly lower A1C: 5 scientific strategies

https://lrivo.com/how-to-quickly-lower-a1c-5-scientific-strategies

Learn how to quickly lower HbA1c with intermittent fasting, Mediterranean diet, and technology. A science-based 3-month action plan.

Best Probiotics for Women's Health: Scientific Guide 2025

https://lrivo.com/best-probiotics-for-women-s-health-scientific-guide-2025

Research 2025: Which Probiotics Are Effective for BV, PCOS, and Dysbiosis. Strains, Dosages, and Regimens. Choose Your Probiotic with an Evidence Base.

The Best Diet for Reversing Fatty Liver Disease: A Scientific Plan

https://lrivo.com/the-best-diet-for-reversing-fatty-liver-disease-a-scientific-plan

Evidence-based diet to reduce liver fat by 39%. Mediterranean and Nordic diets, physical activity, and coffee. A 4-step plan.

Microbiota transplantation improved cognitive function by 40%: mechanism and prospects

https://ymaho.com/microbiota-transplantation-improved-cognitive-function-by-40-mechanism-and-prospects

Scientific study: transplantation of fecal microbiota from young donors restored memory in old mice by 40%. Mechanism via GPR84 and agmatine. Market analysis and prospects of FMT for longevity. Read more.