On an RTX 4060 Ti 16GB seat, Prism Ternary Bonsai 2 27B (PQ2_0) was scored against a same-box Qwen3.8 dense daily model across short functional gates, long-context needles, and tool loops before a stable default alias pointed at the ternary engine.

A 2025 review places mitochondria at the center of ferroptosis: four firewalls decide whether cancer cells die by lipid peroxidation. This is a mechanism map, not proof of human benefit.

DeepMind’s AlphaGenome Atlas precomputes molecular effects for about nine billion possible single-letter DNA changes and ranks them with AVI scores. A research traffic map, not a clinical diagnosis.

Draft only. Wang et al. (Nat Commun 2026) show pancreatic β-cells produce TMAO via FMO3 to stabilize IκBα, limit NF-κB-driven senescence/inflammation, and preserve GSIS—distinct from circulating TMAO risk narratives.

GLP-1 receptor agonist semaglutide reverses high-fat diet-induced hippocampal microglia activation via the IGFBPL-1/PI3K/AKT pathway in mice. This article explores the molecular bridge from gut hormones to brain protection — and the gap between animal data and clinical reality.