Alignment is not a one-time configuration but a continuous control process. It requires constitutional AI, systems guided by an explicit set of human-defined principles, combined with reward modelling and ongoing adversarial testing. Behavioural drift is inevitable; the objective is not to prevent it entirely, but to detect deviations early and correct them through continuous feedback and oversight loops<\/p>\n\n\n\n
No, and that\u2019s the danger. AI moves faster than law, culture, or consensus. Your responsibility: proactive restraint. <\/p>\n\n\n\n
Or in other words: Don\u2019t do what you can, do what you should. Lead societal norms, don\u2019t follow them.<\/p>\n\n\n\n
Profitability can become a warning signal. Track ethics \/ profit trade-offs: if your highest-performing agents compromise fairness, safety, or sustainability, not only does the short-term gains may threaten long-term business viability, it’s also a problem. <\/p>\n\n\n\n
Bias is not only in the data, it can be embedded in objectives. For example, an AI optimising loan approvals may systematically disadvantage certain groups, not out of prejudice, but because the model interprets them as higher risk. <\/p>\n\n\n\n
Use fairness as a strategic lever, not as a compliance checkbox: aligning AI outcomes with inclusive business goals can expand markets, protect reputation, and improve long-term performance. Define fairness explicitly in objectives and evaluation metrics, and monitor continuously.<\/p>\n\n\n\n
Yes, through selective explainability. In practice, it means revealing decision logic without disclosing architecture. Use synthetic explanations, audit interfaces, and third-party validation.<\/p>\n\n\n\n
You can\u2019t, so design for adaptability. <\/p>\n\n\n\n
Allow regional overrides for values (e.g., privacy, hierarchy, consent). Centralize core prohibitions (e.g., harm, deception), decentralize expression.<\/p>\n\n\n\n
Ban unmarked synthetic content in customer-facing roles. Watermark all AI media. Violations damage trust irreparably. Authenticity is the new premium.<\/p>\n\n\n\n
Track carbon per inference, water usage in data centres, e-waste from GPU turnover. Publish AI sustainability reports. Efficiency isn\u2019t just economic, it\u2019s ecological.<\/p>\n\n\n\n
Plan obsolescence upfront. Archive models, erase data, notify stakeholders. Avoid zombie agents, forgotten systems that keep acting.<\/p>\n\n\n\n
Co-design policies with workforce reps. Ensure transparency, appeal rights, and human review. Surveillance without consent breeds sabotage.<\/p>\n\n\n\n
<\/p>\n","protected":false},"excerpt":{"rendered":"
1. Is ‘alignment’ still possible once agents have real-world agency?\u00a0 Alignment is not a one-time configuration but a continuous control process. It requires constitutional AI, systems guided by an explicit set of human-defined principles, combined with reward modelling and ongoing adversarial testing. Behavioural drift is inevitable; the objective is not to prevent it entirely, but […]<\/p>\n","protected":false},"author":2,"featured_media":769,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"saved_in_kubio":false,"footnotes":""},"categories":[27,23,28,1],"tags":[],"class_list":["post-777","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-compliance","category-ai-governance","category-ai-regulations","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/www.goldkom.se\/home\/wp-json\/wp\/v2\/posts\/777","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.goldkom.se\/home\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.goldkom.se\/home\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.goldkom.se\/home\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.goldkom.se\/home\/wp-json\/wp\/v2\/comments?post=777"}],"version-history":[{"count":0,"href":"https:\/\/www.goldkom.se\/home\/wp-json\/wp\/v2\/posts\/777\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.goldkom.se\/home\/wp-json\/wp\/v2\/media\/769"}],"wp:attachment":[{"href":"https:\/\/www.goldkom.se\/home\/wp-json\/wp\/v2\/media?parent=777"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.goldkom.se\/home\/wp-json\/wp\/v2\/categories?post=777"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.goldkom.se\/home\/wp-json\/wp\/v2\/tags?post=777"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}