Who can inspect the retrieval trace?
Debugging data can contain the same restricted material as an answer. Review traces, exports and support tools as part of the retrieval system's access boundary.
Read articleAI implementation, software architecture, cloud operations and Australian technology policy.
150 articles in AI engineering
Page 6 of 9
Debugging data can contain the same restricted material as an answer. Review traces, exports and support tools as part of the retrieval system's access boundary.
Read articleA secure keyword query does not protect an unrestricted vector query. Review the complete hybrid path, including merging, reranking and result reuse.
Read articleTitles, paths and access labels can expose information even when body text is filtered. Review the whole search record and every place it is displayed or logged.
Read articleSearch permissions do not automatically protect a saved answer or its source preview. Review every place where citation evidence can be read or shared.
Read articleExtracted text often spreads into logs, queues and support records. A removal plan needs to account for those copies as well as the search index.
Read articleAn allowed export operation can still send the wrong data to the wrong place. Review destination resolution, redirects and payload scope together.
Read articleAn assistant may be allowed to inspect a record without being allowed to change it. Preserve that distinction in tools, service identities and approval rules.
Read articleAn approver role is often too broad on its own. Check the target, operation, organisational scope and any separation-of-duties rule for the actual proposal.
Read articleA durable run can outlive a login session, team membership or service permission. Decide which authority must still exist before the next action executes.
Read articleEvaluation data can spread into model prompts, dashboards and downloaded reports. Use the smallest evidence package that preserves the failure being tested.
Read articleA model migration can change where prompts, files and traces are processed. Review the actual data path and configuration before treating it as a like-for-like replacement.
Read articleDocument processing creates several representations of the same information. Apply access and retention rules to the source, page images, extracted fields and review history.
Read articleReview who can inspect service data during normal operations and support incidents. Network isolation does not answer that question by itself.
Read articleBudget changes are privileged operations. Scope them to the task and organisation, and keep them separate from the agent's own plan for continuing work.
Read articleAccess decisions belong to the application. A model's certainty about an answer must not determine whether the user is allowed to receive its evidence or trigger an action.
Read articleCaching can reduce search and model costs, but protected answers cannot be shared just because the question text matches. Model the access boundary before choosing the cache key.
Read articleA second ranking stage should improve the passages people use. Measure its contribution separately from the cost of retrieving more candidates.
Read articleAdding nearby text can repair an incomplete passage, but it can also add duplication and conflicting material. Measure the information gained rather than choosing the largest context window available.
Read article