Top 100 Methods
MDL, DCC, MAL, RHPr, arenas, compression, simulation, blind review and other discovery tools.
Coming laterA family of compact ranked maps: what needs solving, what reality may be, and what humanity has already invented — with a small BD × AI future physical seed appendix kept honest and test-gated.
Methodology disclaimer. These pages are curated public editions, not raw MAL outputs. MAL is used as a multi-LLM stress-test and improvement loop. Scores are research-usefulness scores under each page’s lens, not absolute truth probabilities.
What the world needs to heal; AI8/MDL×DCC actionability, build-now lanes and watch-lane risks.
World challenge map →Theories / existenceWhat reality and the Universe may be; ACR, holography, quantum cosmology, cyclic models and edge cases.
Universe theory map →Inventions / physical seedsExisting inventions that changed the world, plus a small BD × AI future physical invention seed appendix.
Invention map →Top100.html should be the stable public entry point. Specialized pages live under this atlas home, so readers, crawlers, and future MAL review packages have one simple stable door.
MDL, DCC, MAL, RHPr, arenas, compression, simulation, blind review and other discovery tools.
Coming laterQuestions that should stay alive across sessions, MAL passes and future AI/ASI review.
Coming laterCheap first experiments, neutral twins, ablations, smoke tests and falsification gates.
Coming later