Responsible AI Commitments 負責任 AI 承諾
HARCAI LLC is designing agent workflows with safeguards that keep people informed, in control, and able to walk away. HARCAI LLC 打造的代理工作流程,核心是讓人類保持知情、掌控並可隨時退出。
Data minimization 資料最小化
We collect only the information necessary to evaluate onboarding and coordination. Production integrations will support granular consent and redaction before any agent action occurs. 我們僅蒐集安排導入與協作所需的資訊。未來進入正式環境時,所有整合都會提供細緻的授權與去識別,才會進行代理操作。
User control and revocation 使用者控制與撤回
Every workflow requires a named human owner who can pause, override, or revoke agent permissions instantly. Waitlist participants can withdraw consent at any time via [email protected] or [email protected]. 每個工作流程都需要指定負責人,可立即暫停、覆寫或撤銷代理權限。等候名單成員亦可隨時透過 [email protected] 或 [email protected] 撤回同意。
Clear attribution 來源標註
Agent-generated output is labeled in the interface and audit trails. Human collaborators see source context, prompting history, and decision criteria. 系統會在介面與稽核軌跡中標示代理產出的內容,並揭露資料來源、提示歷程與決策基準,供人類夥伴審視。
Bias and impact reviews 偏見與影響審查
We evaluate datasets and prompts for harmful bias before deployment. Feedback loops allow testers to flag unfair outcomes, which are triaged alongside security incidents. 上線前會檢視資料與提示是否存在不當偏見;測試者可回報不公平結果,我們將與資安事件同等優先處理。
Human escalation paths 人工升級機制
Critical actions—financial transactions, HR decisions, or legal communications—always route to human approval with contextual evidence before execution. 關鍵操作(如財務交易、人資決策或法律溝通)在執行前都會送交人工審核,並附上相關背景資料。