Knowledge
Sphere

The scientific process, made readable. We map every known benefit and risk of a drug or molecule — from gold-standard clinical trials to patient forums — into a single visual hierarchy of evidence.

Evidence-based · Source-linked · Continuously updated

Science is hard. Understanding it shouldn't be.

Every drug generates a spectrum of evidence — from indisputable clinical trial data to whispers on Reddit. The Knowledge Sphere maps this entire spectrum visually, so you can see at a glance what is proven, what is being studied, and what is purely anecdotal. No medical degree required.

Available Spheres

Molecule

GLP-1

Glucagon-Like Peptide-1 Receptor Agonists

GLP-1 receptor agonists (semaglutide, tirzepatide, liraglutide) mimic a gut hormone that regulates blood sugar and appetite. Originally developed for type 2 diabetes, they have since demonstrated broad effects across cardiovascular, neurological, and metabolic systems.

13 benefits13 malefices31 sourcesUpdated 2026-04-21
Molecule

Metformin

Metformin Hydrochloride (Biguanide)

Metformin is the world's most prescribed diabetes drug — a biguanide compound approved in the UK in 1958 and the US in 1995. It lowers blood sugar primarily by suppressing hepatic glucose production via AMPK activation, without causing weight gain or hypoglycemia. Sixty years of clinical use have produced one of the densest evidence bases in medicine. Its most intriguing effects may still lie ahead: the TAME trial is testing whether metformin can slow human aging itself.

8 benefits4 malefices16 sourcesUpdated 2026-04-29
Molecule

Leqembi & Kisunla

Lecanemab (Leqembi) & Donanemab (Kisunla™) — Anti-Amyloid Antibodies

Lecanemab and donanemab are the first drugs proven to slow Alzheimer's disease progression — not just manage symptoms. Both are IV monoclonal antibodies that clear amyloid-beta plaques from the brain. Lecanemab (approved July 2023) targets toxic protofibrils; donanemab (approved July 2024) targets a modified form of amyloid unique to plaques. Both require confirmed amyloid pathology and APOE4 genetic testing before use. They represent a historic milestone: for the first time, treating the underlying disease rather than its downstream effects. The tradeoff is a significant safety burden — brain swelling and microbleeds occur in a meaningful fraction of patients, and the absolute cognitive benefit, while real, is modest at 18 months.

6 benefits8 malefices23 sourcesUpdated 2026-05-09
Molecule

Statins

HMG-CoA Reductase Inhibitors (Atorvastatin, Rosuvastatin, Simvastatin, et al.)

Statins are the world's most-prescribed drug class — taken by more than 35 million Americans daily. They block HMG-CoA reductase, the liver's rate-limiting enzyme for cholesterol synthesis, cutting LDL by 30–55%. Their cardiovascular evidence base is unmatched: 300,000+ patient-years across landmark trials, with a consistent 20–35% reduction in major cardiac events per unit of LDL lowering. The science is moving fast. A 2026 Oxford meta-analysis of 23 trials has definitively debunked most feared side effects as nocebo, new real-world data links statins to lower Alzheimer's risk, and emerging cancer research is opening a new chapter. The foundational classic of modern medicine may be far from finished.

9 benefits6 malefices20 sourcesUpdated 2026-05-09
Molecule

Creatine

Creatine Monohydrate (Cr·H₂O) — Phosphocreatine Energy System

Creatine is the most-studied, most-validated sports supplement in history — and one of the cheapest. Synthesized naturally in the liver from glycine and arginine, it is stored predominantly in skeletal muscle as phosphocreatine (PCr): the fuel reservoir behind every explosive movement, from a sprint to a back squat. The International Society of Sports Nutrition designates it "the most effective ergogenic nutritional supplement for increasing high-intensity exercise capacity and lean body mass during training." More than 500 RCTs back this up. The story doesn't stop at the gym. A decade of accumulating research on brain creatine has produced compelling 2025–2026 data on cognitive performance, depression augmentation, and even a first-in-human Alzheimer's pilot trial that confirmed creatine crosses the blood-brain barrier in meaningful amounts. Meanwhile, decades of feared side effects — kidney damage, cancer, dehydration, hair loss — are being systematically addressed by controlled trials and expert reviews, with most concerns either quantified as minor or debunked entirely. Standard dosing: 3–5 g/day continuously, with or without a loading phase.

8 benefits4 malefices22 sourcesUpdated 2026-06-02
Coming Soon
SGLT2 Inhibitors

Jardiance (empagliflozin) and friends — the diabetes drugs rewriting the rules on heart failure, kidney disease, and metabolic syndrome.

Get notified when Spheres are created or updated

How the Sphere Works

Four concentric layers represent the hierarchy of scientific evidence — from proven fact to frontier speculation.

The percentage on each node is the confidence level that a benefit or side effect is actually real — higher means more high-quality studies support it. Once confidence crosses ~80%, the effect is considered Pacified: generally accepted as true by the scientific community.

Position reflects confidence: nodes closer to the center have stronger evidence; nodes near the edge are still speculative. As new studies are published, nodes migrate inward — or disappear entirely if the evidence collapses.

Older, well-studied drugs tend to have a dense, compact core — their key effects are well-established. Newer drugs like GLP-1 have a more spread-out profile, with many nodes still in the outer layers as researchers race to understand their full range of effects.

Examples below are drawn from the GLP-1 sphere.

Layer 1CoreConfidence 80–100%

Indisputable facts backed by Phase III clinical trials and regulatory approval. These are the hard truths.

Glycemic controlWeight loss (15–22%)Cardiovascular protection
GI distressPancreatitis riskGallstones
Layer 2Inner MantleConfidence 60–80%

Passed major clinical trials, recently approved or in final regulatory stages. Highly reliable.

Liver health (MASH)Kidney disease protectionSleep apnea
Muscle mass loss"Ozempic Face"
Layer 3Outer MantleConfidence 40–60%

Evidence exists (Phase II trials or large observational studies) but not yet settled law in medicine.

Addiction & impulse controlNeuroprotectionPCOS
GastroparesisSuicidal ideation signal
Layer 4CrustConfidence 10–40%

Patient forums, case reports, or very early observations. The wild west of emerging data.

"GLP-1 Glow"
"Ozempic Burps""Ozempic Babies"AnhedoniaHair loss