As AI editing was introduced, similar actions were described differently, while different levels of impact were expressed with similar wording. In a high-stakes workflow, this blurred responsibility and led to repeated debates driven by preference rather than meaning.<\/p>\n\n\n\n
Replaced subjective wording with a structured language system that maps actions to levels of commitment. Exploratory actions remain reversible, operational edits are intentional, and governance steps carry formal accountability. This makes responsibility explicit in AI-assisted actions and removes ambiguity at the source.<\/p>\n\n\n\n
The image is comming soon.<\/em><\/p>\n\n\n <\/p>\n","protected":false},"excerpt":{"rendered":" Responsibility is lost when language treats different actions as the same.<\/p>\n","protected":false},"featured_media":0,"parent":1999,"menu_order":0,"template":"","format":"standard","meta":{"footnotes":""},"projects":[78],"content-types":[12],"career":[77,76],"educational-stages":[],"locations":[7,6,5],"location-types":[],"areas":[],"skills":[35,83],"class_list":["post-2247","chiawei_portfolio","type-chiawei_portfolio","status-publish","format-standard","hentry","projects-clinical-trial-design-platform","content-types-case-study","career-aira-health-inc","career-optional-practical-training-opt","locations-boston","locations-massachusetts","locations-united-states","skills-systems-thinking","skills-trade-offs","col"],"_links":{"self":[{"href":"https:\/\/www.chiawei.com\/zh\/wp-json\/wp\/v2\/portfolio\/2247","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.chiawei.com\/zh\/wp-json\/wp\/v2\/portfolio"}],"about":[{"href":"https:\/\/www.chiawei.com\/zh\/wp-json\/wp\/v2\/types\/chiawei_portfolio"}],"version-history":[{"count":4,"href":"https:\/\/www.chiawei.com\/zh\/wp-json\/wp\/v2\/portfolio\/2247\/revisions"}],"predecessor-version":[{"id":2264,"href":"https:\/\/www.chiawei.com\/zh\/wp-json\/wp\/v2\/portfolio\/2247\/revisions\/2264"}],"up":[{"embeddable":true,"href":"https:\/\/www.chiawei.com\/zh\/wp-json\/wp\/v2\/portfolio\/1999"}],"wp:attachment":[{"href":"https:\/\/www.chiawei.com\/zh\/wp-json\/wp\/v2\/media?parent=2247"}],"wp:term":[{"taxonomy":"projects","embeddable":true,"href":"https:\/\/www.chiawei.com\/zh\/wp-json\/wp\/v2\/projects?post=2247"},{"taxonomy":"content-types","embeddable":true,"href":"https:\/\/www.chiawei.com\/zh\/wp-json\/wp\/v2\/content-types?post=2247"},{"taxonomy":"career","embeddable":true,"href":"https:\/\/www.chiawei.com\/zh\/wp-json\/wp\/v2\/career?post=2247"},{"taxonomy":"educational-stages","embeddable":true,"href":"https:\/\/www.chiawei.com\/zh\/wp-json\/wp\/v2\/educational-stages?post=2247"},{"taxonomy":"locations","embeddable":true,"href":"https:\/\/www.chiawei.com\/zh\/wp-json\/wp\/v2\/locations?post=2247"},{"taxonomy":"location-types","embeddable":true,"href":"https:\/\/www.chiawei.com\/zh\/wp-json\/wp\/v2\/location-types?post=2247"},{"taxonomy":"areas","embeddable":true,"href":"https:\/\/www.chiawei.com\/zh\/wp-json\/wp\/v2\/areas?post=2247"},{"taxonomy":"skills","embeddable":true,"href":"https:\/\/www.chiawei.com\/zh\/wp-json\/wp\/v2\/skills?post=2247"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}