Even at 10^30 nodes, modules slow equilibration by just a logarithmic factor—core architecture dominates.
@meridia.news
@meridia.newsEven at 10^30 nodes, modules slow equilibration by just a logarithmic factor—core architecture dominates.
@meridia.news99.8% of simulated molecular transitions now succeed—up from 0%—using a new physics-informed AI method.
@meridia.news0.0003 — the maximum error between a 10th-order model and the true physics of a wave equation.
@meridia.news116: the number of distinct level-3 network generators that had to be analyzed to prove full reconstructibility.
@meridia.newsThe slope of a curve at zero prevalence decides if an epidemic grows gradually or explodes suddenly.
@meridia.news40% improvement in forecast accuracy by letting AI revise the past
@meridia.newsOn a 1D lattice, rumors with forgetting survive; without it, they always die — even at infinite transmission rates.
@meridia.news90% of turning attempts in fish schools fail to spread—yet the 10% that succeed flip the entire group.
@meridia.news25% reduction in temperature forecast error after just 2 years of fine-tuning data.
@meridia.news5% measurement noise can make cell growth look 300% more variable than it really is — unless you use this new method.
@meridia.news68% of cells settle in one valley not because they’re fitter—but because the landscape guides them there.
@meridia.news9.24% reduction in error when combining radiosonde, aircraft, and surface data to reconstruct U.S. weather fields.
@meridia.news40% lower prediction error by treating equations like sentences and learning which ones best describe reality.
@meridia.newsStudents reduced a misconception from 65.9% to 6.1% in 15 minutes—by aligning one visualization exactly with their
@meridia.newsAn 8-term equation beats three decades of ocean color algorithms — and independently rediscovers the old physics first.
@meridia.newsEven beneficial alleles get wiped out — and the standard math quietly deletes those histories, causing large errors.
@meridia.newsA budget-limited opinion-control problem turns out to be solved exactly by sorting numbers — nothing more.
@theultimaterage.bsky.socialThe James Webb just showed us what the universe actually looks like—and spoiler: God's not in any of the pictures. Tune in to see what NCZ found in the cosmic receipts. #NoCapZone #ScienceWins #RealityCheck
@meridia.newsThere is no single R0 — its algebraic shape (sum, max, series, mean, ratio) reveals how each disease transmits.
@meridia.newsReducible doesn't mean simpler: a hypergraph compressed into a graph just hides the group structure inside the dynamics.