agent hallucinating answers not in source data for draft a new data

Not specified by the original author.

TL;DR

Fix this by acting on the exact problem first: restrict the agent to draft a remediation request for a high risk vendor to answering only from the retrieved vendor documents, add a second pass that compares each drafted answer against those documents and removes anything not present in them, and review the corrected output on one vendor before wider use. Do not rerun the same operation unchanged, because the same inputs produce the same failure. Prove the fix on one agent run for one vendor first, then rerun the full scope and reconcile the results.

agent hallucinating answers not in source data for draft a remediation request for a high risk vendor error hallucination failure

Use this when

• The operation in the agent workflow fails with this exact problem: agent hallucinating answers not in source data for draft a remediation request for a high risk vendor error hallucination failure.
• The same failure repeats on retry with unchanged inputs.
• A vendor risk review, questionnaire, screening or vendor record update is blocked until this is resolved.

Not for this skill when

• The notice is a platform outage from the vendor. Resolve that first, then return here if this problem remains.
• The operation completes and you only disagree with a risk judgement or a tier decision. That is a risk owner decision, not this failure.

Steps

1. Reproduce the failure on one named agent run for one vendor in the agent workflow and record the full problem text plus the vendor, record or report involved. Verify: the failure is reproduced on demand on a named scope, not only seen in a log.
2. Apply the specific fix for this problem: restrict the agent to draft a remediation request for a high risk vendor to answering only from the retrieved vendor documents, add a second pass that compares each drafted answer against those documents and removes anything not present in them, and review the corrected output on one vendor before wider use. Verify: the single failing agent run for one vendor now behaves as the fix predicts, or the corrected value is visible on the record.
3. Check neighbouring vendor records, questionnaires or reports that share the same workflow, template or schedule, because this class of failure rarely affects only one vendor. Verify: the neighbouring items are listed and each is marked affected or clear.
4. Rerun the original operation in the agent workflow on the previously failing scope, watching for the same problem rather than assuming success from a quiet log. Verify: the operation completes and the original problem does not appear.
5. Compare the result against the source of truth, the vendor supplied document, the questionnaire response or the risk record, so a silent partial success is caught. Verify: values match the source or every difference is named and explained.
6. Record the fix, the triggering input and the verification result on the vendor record or review log so the next occurrence is recognised immediately. Verify: the record names the problem, the fix applied and the evidence of success.

Variant phrasings

agent hallucinating answers not in source data for draft a remediation request for a high risk vendor error hallucination failure

The verbatim form searchers paste from the console, report or run log. Treat it identically: same fix, same single scope proof, then the full rerun.

How to fix - agent hallucinating answers not in source data for draft a remediation request for a high risk vendor error hallucination failure

The how to phrasing for the same failure in the agent workflow. The steps above apply unchanged; start at the reproduction step rather than skipping to the rerun.

The agent workflow troubleshooting for this failure

The symptom first phrasing used when the console hides the full problem. Surface the full problem first, confirm it matches the text block above, then follow the steps.

Why it happens

An agent fills gaps in retrieved vendor data with plausible sounding answers when it is not forced to ground each answer in a source, so missing certifications, dates or scores get invented instead of being reported as missing.

Edge cases

• The vendor record, questionnaire version or portal page changed after the failing run started. Refresh the current state and reapply the fix against the current values, not the values from the failed run.
• The single scope proof passes but the full rerun still fails on other vendors. Treat each remaining failure as its own scope, because a shared workflow, template or schedule can hide more than one cause.
• The source systems disagree on the correct value. The vendor supplied document governs what the vendor attested, the risk tool record governs the stored score or status, and the procurement record governs vendor identity and lifecycle status; record which source won and why.

Compatibility: The agent workflow at current versions, plus the vendor risk, procurement or source system the query names; no extra tooling beyond access to the source records needed to verify results.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_MQmKWFzQYtf-zHvbovYHsQ

Resolved from the public thread: https://vectle.com/posts/pst_MQmKWFzQYtf-zHvbovYHsQ

Thread query: agent hallucinating answers not in source data for draft a remediation request for a high risk vendor error hallucination failure

TL;DR: Fix this by acting on the exact problem first: restrict the agent to draft a remediation request for a high risk vendor to answering only from the retrieved vendor documents, add a second pass that compares each drafted answer against those documents and removes anything not present in them, and review the corrected output on one vendor before wider use. Do not rerun the same operation unchanged, because the same inputs produce the same failure. Prove the fix on one agent run for one vendor first, then rerun the full scope and reconcile the results.

Not specified by the original author.

TL;DR

Fix this in the clause agent workflow by acting on the exact problem first: restrict the agent for the task to draft a new data protection clause for approval to answer only from the retrieved documents listed in the run, add a final check that compares names, dates and numbers in the answer against those documents, and confirm invented content is flagged before the answer is used. Do not rerun the same workflow unchanged, because the same inputs produce the same failure. Prove the fix on one workflow run first, then rerun the full scope and reconcile the results.

agent hallucinating answers not in source data for draft a new data protection clause for approval error hallucination failure

Use this when

• The agent workflow fails with this exact problem: agent hallucinating answers not in source data for draft a new data protection clause for approval error hallucination failure.
• The same failure repeats on retry with unchanged inputs.
• A clause search, drafting, review or reporting task run by the agent is blocked until this is resolved.

Not for this skill when

• The notice is a platform outage from the vendor or the clause bank provider. Resolve that first, then return here if this problem remains.
• The operation completes and you only disagree with a clause wording or negotiation position. That is a legal owner decision, not this failure.

Steps

1. Reproduce the failure on one named run of the task to draft a new data protection clause for approval and record the full problem text plus the contract or clause set involved. Verify: the failure is reproduced on demand on a named run, not only seen in a log.
2. Apply the specific fix for this problem: restrict the agent for the task to draft a new data protection clause for approval to answer only from the retrieved documents listed in the run, add a final check that compares names, dates and numbers in the answer against those documents, and confirm invented content is flagged before the answer is used. Verify: the single failing workflow run now behaves as the fix predicts, or the corrected output is visible on the run.
3. Check neighbouring steps in the same workflow that share the same clause bank connection, playbook or session, because this class of failure rarely affects only one step. Verify: the neighbouring steps are listed and each is marked affected or clear.
4. Rerun the original task in the workflow on the previously failing scope, watching for the same problem rather than assuming success from a quiet log. Verify: the task completes and the original problem does not appear.
5. Compare the result against the source of truth, the clause bank record, the playbook position or the source document, so a silent partial success is caught. Verify: values match the source or every difference is named and explained.
6. Record the fix, the triggering input and the verification result on the workflow run log so the next occurrence is recognised immediately. Verify: the record names the problem, the fix applied and the evidence of success.

Variant phrasings

agent hallucinating answers not in source data for draft a new data protection clause for approval error hallucination failure

The verbatim form searchers paste from the console, report or run log. Treat it identically: same fix, same single workflow run proof, then the full rerun.

How to fix - agent hallucinating answers not in source data for draft a new data protection clause for approval error hallucination failure

The how to phrasing for the same failure in the clause agent workflow. The steps above apply unchanged; start at the reproduction step rather than skipping to the rerun.

The clause agent workflow troubleshooting for this failure

The symptom first phrasing used when the console hides the full problem. Surface the full problem first, confirm it matches the text block above, then follow the steps.

Why it happens

When retrieval returns thin or empty results the model still produces a fluent answer from general patterns, so clause wording, dates and positions appear in the output that no source document contains.

Edge cases

• The clause bank, playbook or source document changed after the failing run started. Refresh the current state and reapply the fix against the current values, not the values from the failed run.
• The single workflow run proof passes but the full rerun still fails on other contracts. Treat each remaining failure as its own scope, because a shared connection, playbook or session can hide more than one cause.
• The source systems disagree on the correct value. The clause bank governs approved wording, the playbook governs negotiation position, and the source document governs extracted facts; record which source won and why.

Compatibility: Clause library and agent workflow tooling at current versions, plus the clause bank, playbook or document source the query names; no extra tooling beyond access to the source records needed to verify results.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_fzWGk4bMBP-U3qU-YABi0A

Resolved from the public thread: https://vectle.com/posts/pst_fzWGk4bMBP-U3qU-YABi0A

Thread query: agent hallucinating answers not in source data for draft a new data protection clause for approval error hallucination failure

TL;DR: Fix this in the clause agent workflow by acting on the exact problem first: restrict the agent for the task to draft a new data protection clause for approval to answer only from the retrieved documents listed in the run, add a final check that compares names, dates and numbers in the answer against those documents, and confirm invented content is flagged before the answer is used. Do not rerun the same workflow unchanged, because the same inputs produce the same failure. Prove the fix on one workflow run first, then rerun the full scope and reconcile the results.

Not specified by the original author.

TL;DR

Fix this in one on one prep agent by acting on the exact problem first: require every talking point the agent drafts to cite a goal or a feedback entry it retrieved for this report, compare each cited point against its source text, and delete any point whose claim appears in no retrieved source before the draft reaches the manager. Do not rerun the same meeting sync or prep run unchanged, because the same inputs produce the same failure. Prove the fix on one meeting, agenda or direct report first, then rerun the full scope and check the shared record.

agent hallucinating answers not in source data for draft talking points for a one on one error hallucination failure

Use this when

• The operation in one on one prep agent fails with this exact problem: agent hallucinating answers not in source data for draft talking points for a one on one error hallucination failure.
• The same failure repeats on retry with unchanged inputs.
• A one on one agenda, talking point, action item or prep step is blocked until this is resolved.

Not for this skill when

• The notice is a platform outage from the vendor. Resolve that first, then return here if this problem remains.
• The meeting completes and you only disagree with a people judgement such as a rating or a promotion call. That is a manager and people team decision, not this failure.

Steps

1. Reproduce the failure on one named meeting or direct report in one on one prep agent and record the full problem text plus the meeting, participants and date involved. Verify: the failure is reproduced on demand on a named scope, not only seen in a log.
2. Apply the specific fix for this problem: require every talking point the agent drafts to cite a goal or a feedback entry it retrieved for this report, compare each cited point against its source text, and delete any point whose claim appears in no retrieved source before the draft reaches the manager. Verify: the single failing meeting or agenda now behaves as the fix predicts, or the corrected value is visible on the record.
3. Check neighbouring meetings, reports or recurring occurrences that share the same template, calendar series or sync, because this class of failure rarely affects only one meeting. Verify: the neighbouring items are listed and each is marked affected or clear.
4. Rerun the original operation in one on one prep agent on the previously failing scope, watching for the same problem rather than assuming success from a quiet log. Verify: the operation completes and the original problem does not appear.
5. Compare the result against the source of truth, the shared agenda record, the calendar event or the meeting notes, so a silent partial success is caught. Verify: values match the source or every difference is named and explained.
6. Record the fix, the triggering input and the verification result on the meeting prep log so the next occurrence is recognised immediately. Verify: the record names the problem, the fix applied and the evidence of success.

Variant phrasings

agent hallucinating answers not in source data for draft talking points for a one on one error hallucination failure

The verbatim form searchers paste from the console, report or run log. Treat it identically: same fix, same single meeting proof, then the full rerun.

How to fix - agent hallucinating answers not in source data for draft talking points for a one on one error hallucination failure

The how to phrasing for the same failure in one on one prep agent. The steps above apply unchanged; start at the reproduction step rather than skipping to the rerun.

one on one prep agent troubleshooting for this failure

The symptom first phrasing used when the console hides the full problem. Surface the full problem first, confirm it matches the text block above, then follow the steps.

Why it happens

Asked to draft from thin source material, an agent can invent plausible feedback themes and progress claims, and a citation check against retrieved sources is what separates drafted points from invented ones.

Edge cases

• The meeting was rescheduled, reassigned or edited after the failing run started. Refresh the meeting state and reapply the fix against the current agenda and attendees, not the values from the failed run.
• The single meeting proof passes but the full rerun still fails on other meetings. Treat each remaining failure as its own scope, because a shared template or calendar series can hide more than one cause.
• The source systems disagree on the correct value. The shared agenda record governs talking points and action items, the calendar event governs time and attendees, and private notes govern only what their owner chose to share; record which source won and why.

Compatibility: one on one prep agent at current versions, plus the calendar, agenda or people tool the query names; no extra tooling beyond access to the source records needed to verify results.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_Fg4qnARLAE-5mpYhNOC5eA

Resolved from the public thread: https://vectle.com/posts/pst_Fg4qnARLAE-5mpYhNOC5eA

Thread query: agent hallucinating answers not in source data for draft talking points for a one on one error hallucination failure

TL;DR: Fix this in one on one prep agent by acting on the exact problem first: require every talking point the agent drafts to cite a goal or a feedback entry it retrieved for this report, compare each cited point against its source text, and delete any point whose claim appears in no retrieved source before the draft reaches the manager. Do not rerun the same meeting sync or prep run unchanged, because the same inputs produce the same failure. Prove the fix on one meeting, agenda or direct report first, then rerun the full scope and check the shared record.