Preventing AI systems from laundering false authority
Design interfaces, standards, and literacy interventions that prevent generated citations, fabricated experts, and confident falsehoods from being mistaken for evidence.
World Solve is a public institutional repository for identifying real unresolved problems across science, society, health, governance, economics, and local systems. Each entry is intended to be citable, inspectable, and actionable.
Design interfaces, standards, and literacy interventions that prevent generated citations, fabricated experts, and confident falsehoods from being mistaken for evidence.
Develop affordable lab equipment, experimental protocols, and digital interfaces that enable meaningful participation in science education for disabled learners.
Build ethical, affordable systems to monitor animal handlers, farms, markets, and wildlife interfaces for pathogens with pandemic potential before sustained human transmission begins.
Current approaches to governance models for ensuring the ethical development of advanced human-machine interfaces either underperform under variable field conditions or generate externalities that undermine long-term sustainability and equity. Closing the gap requires coordinated advances in science, systems design and enabling institutions.
Despite recognition of its importance, reliable methods for high-humidity passive radiative cooling surfaces and coatings are still lacking. Progress is hindered by incomplete mechanistic knowledge, high capital and operational barriers, and the absence of deployment models suited to the contexts of greatest need.