Hospital checklists work really well -- except when they're not used

Atul Gawande (previously) made an enormous shift in the practice of medicine with his research on checklists, summarized in his book The Checklist Manifesto; Gawande identified a core paradox with checklists, which is that surgeons hate to use them, finding them reductive and tedious, but overwhelmingly, surgeons would prefer to be operated on by other surgeons who were using a checklist to guide the procedure. Read the rest

Customizable ethics checklists for Big Data researchers

Deon is a project to create automated "ethics checklists" for data science projects; by default, running the code creates a comprehensive checklist covering data collection and storage, modeling and deployment: the checklist items aren't specific actions, they're "meant to provoke discussion among good-faith actors who take their ethical responsibilities seriously. Because of this, most of the items are framed as prompts to discuss or consider. Teams will want to document these discussions and decisions for posterity." Read the rest

A checklist for figuring out whether your algorithm is a "weapon of math destruction"

The Data & Society institute (dedicated to critical, interdisciplinary perspectives on big data) held an online seminar devoted to Cathy O'Neil's groundbreaking book Weapons of Math Destruction, which showed how badly designed algorithmic decision-making systems can create, magnify and entrench the social problems they're supposed to solve, perpetuating inequality, destabilizing the economy, and making a small number of people very, very rich. Read the rest

Trump campaign reboot week progress report

Monday: Titties ✔ Tuesday: Assassinations ✔ Wednesday: Global Thermonuclear War Thursday: Strategic Interplanetary Atmospheric Annihilation Friday: Universal Quantum Timescale Collapse Read the rest