{"resourceId":"connecticut-das-general-letter-195-candidate-ai-vacancy-filling-20261104","versions":[{"version":"external-fe8965d391ed58234b36ced8dada1122ccb15f69977fead6735b567c3d5003a3","resource":{"id":"connecticut-das-general-letter-195-candidate-ai-vacancy-filling-20261104","title":"Connecticut DAS General Letter 195 sets permitted and prohibited AI uses for candidates in executive-branch vacancy filling","organization":"Connecticut Department of Administrative Services (DAS), Statewide Human Resources Management Division","sector":"State government","geography":"Connecticut, United States","publishedAt":"2026-11-04","publicationDate":"2026-11-04","eventDate":"2026-11-04","sourceName":"Connecticut Department of Administrative Services","sourceLabel":"DAS General Letter No. 195","sourceUrl":"https://portal.ct.gov/das/knowledge-base/articles/policies/general-letter-no-195-candidate-use-of-ai","evidenceClass":"standards-guidance","outcomeClass":"emerging","topics":["accessibility-workforce","governance-procurement","operating-model"],"finding":"Dated 4 November 2026, Connecticut DAS General Letter No. 195 tells executive-branch candidates under DAS Statewide HR that they remain solely responsible for accurate, truthful application content whether or not they use AI. Permitted uses are research on positions/agencies, interview practice, and grammar/organization/clarity edits of candidate-authored materials. Prohibited unless expressly authorized: generating answers to application or screening questions; completing exams, assessments, work samples or other independent-work activities; real-time interview assistance; and recording/transcribing interviews or introducing AI meeting assistants without advance authorization. Hiring managers who suspect unauthorized AI use must pause, describe the observation, hear the candidate, then decide whether to continue, require in-person activity, or end consideration, and document the decision to Agency HR. Talent Solutions must notice the policy on JobAps postings; hiring managers must reiterate it at invitation and before activities. Accessibility/ADA tools remain allowed. Why now: the letter is the operative statewide hiring rule as of 4 Nov and was absent from the 5 Nov state-government edition.","sledRelevance":"Direct U.S. state workforce control for GenAI in hiring. Transferable to other states writing candidate-side AI rules that complement employer-side bans (e.g., Kentucky’s earlier bar on AI in application review). Keep Connecticut executive-branch scope; does not change General Letter 194 process steps.","evidence":"Opened DAS page states Date: November 04, 2026; Purpose/Scope/Policy; named AI tools (ChatGPT, Claude, Copilot, Gemini, Teal, Jobscan, Final Round AI, LockedIn AI); Permitted Uses and Prohibited Uses lists; Response to Suspected Violations steps; Talent Solutions/JobAps and hiring-manager notice duties; ADA accommodation carve-out.","architectureImplications":"Policy and process controls rather than a new system: JobAps notice text, interview scripts, documentation templates for suspected-violation pauses, and clear labeling of independent-work activities. Optional AI-detection tooling is not specified.","governanceImplications":"DAS Statewide HR sets candidate AI rules; agencies own legal challenges, FOIA, retention and confidentiality. Human hiring managers remain decision owners when misuse is suspected.","securityPrivacyImplications":"Bars unauthorized recording/transcription and AI meeting assistants in selection activities; agencies must keep vacancy materials confidential. No technical logging standard is prescribed.","caveats":"Letter governs candidates, not agency use of AI to screen applicants. No measured incidence of AI-assisted applications or enforcement outcomes yet. Effective operational date is the letter date; compliance metrics are not published.","streamIds":["state-government"],"roles":{"sales":"Frame this as a state HR policy problem, not a product pitch: Connecticut has drawn a bright line between AI for research/editing and AI that generates selection answers or coaches live interviews. Ask whether the state’s vacancy system already notifies candidates of AI rules on JobAps and whether interview invitations restate independent-work boundaries. A bounded engagement is a policy-to-procedure diagnostic across a sample of recent postings and interview packets, not a guaranteed reduction in AI-assisted cheating.","engineering":"Fit is lightweight workflow and content support: JobAps notice blocks, invitation/interview script updates, and a documented pause-and-decide path for suspected live AI assistance. Do not invent automated proctoring without DAS/HR ownership. Prerequisites include an authoritative list of independent-work activities and ADA routing. Proof of value is notice coverage on postings and documented handling of suspected violations, not AI-detection accuracy claims the letter never makes.","delivery":"Work is change management: publish JobAps language, train hiring managers on pause/document steps, and align Agency HR retention/FOIA handling. Ownership sits with DAS Talent Solutions for notice and Agency HR/hiring managers for enforcement. Acceptance criteria are proposed (every posting carries notice; every interview invitation restates rules), not observed results. Risks include uneven manager application and over-blocking of legitimate accessibility tools."},"roleDetails":{"sales":{"customerProblem":"Candidates can use GenAI to fabricate or coach answers in applications and interviews while agencies lack a written statewide rule distinguishing permitted research/editing from prohibited generation.","stakeholders":["DAS Statewide Human Resources Management","Agency hiring managers","Agency HR","DAS Talent Solutions / JobAps","Executive-branch candidates"],"discoveryQuestions":["Do JobAps postings already disclose candidate AI rules?","Which selection steps are designated independent work?","How are suspected live-AI interview incidents documented today?"],"valueHypothesis":"Clear permitted/prohibited lists plus pause-and-document steps may improve fairness and defensibility of vacancy filling without banning all AI research help.","potentialEngagement":"Policy-to-procedure diagnostic on a sample of postings and interview packets, producing notice language and a suspected-violation runbook aligned to Letter 195.","unsupportedClaims":["Measured drop in AI-assisted misrepresentation in Connecticut","Effectiveness of any AI-detection product","Applicability to judicial or legislative branch hiring"]},"engineering":{"fit":"Content and workflow controls around JobAps notices, invitation templates and interview documentation—not a new AI screening engine.","architectureIntegration":"JobAps posting templates; HR case notes for suspected violations; optional calendar/meeting controls to block unauthorized AI notetakers.","prerequisites":["Inventory of exam/assessment/work-sample steps labeled independent work","ADA accommodation contact path","Agency HR document-retention mapping"],"constraints":["Applies only to executive-branch vacancies under DAS Statewide HR","Does not alter General Letter 194 process","Accessibility tools remain allowed"],"security":"Prevent unauthorized recording/transcription of selection activities; keep vacancy materials confidential per agency FOIA/retention duties.","proofOfValue":["Share of postings with Letter 195 notice","Share of interview invites restating rules","Completeness of documented suspected-violation decisions"]},"delivery":{"work":"Roll out JobAps notice text, train hiring managers on pause/explain/decide steps, and standardize HR documentation packets.","dependencies":["Talent Solutions posting workflow","Agency HR capacity","Hiring-manager training calendar"],"ownership":"DAS Talent Solutions for candidate notice; hiring managers and Agency HR for incident handling.","skillsAdoption":"Short manager briefings on permitted vs prohibited AI uses and how to pause an interview without escalating prematurely.","governanceCheckpoints":["Confirm ADA carve-out language in local procedures","Legal review of documentation templates","Periodic sample audit of postings for notice"],"acceptanceCriteria":["Proposed: 100% of new JobAps postings under scope carry Letter 195 notice","Proposed: interview invitations restate independent-work and AI rules"],"risks":["Managers apply rules inconsistently","Accessibility tools wrongly treated as prohibited AI","Candidates challenge decisions without adequate documentation"]}},"retrievedAt":"2026-11-06T22:23:25-06:00","enrichedAt":"2026-11-06T22:23:25-06:00","enrichmentBasis":"retrieved source","accessibilityWorkforceImplications":"Explicitly preserves approved accessibility tools and ADA accommodations while restricting generative AI that substitutes for candidate-authored answers; workforce impact is on candidate behavior and manager interview practice, not staff headcount.","procurementImplications":"No new AI product buy required; may affect how agencies evaluate AI writing/interview-coach vendors marketed to applicants.","operatingModelImplications":"Shifts part of AI governance into the vacancy-filling operating model via JobAps notice and manager-owned pause/document steps.","sourceVerification":{"openedUrl":"https://portal.ct.gov/das/knowledge-base/articles/policies/general-letter-no-195-candidate-use-of-ai","referenceExcerpt":"Candidates shall not fabricate, embellish, or misrepresent their qualifications, experience, knowledge, skills, abilities, and suitability, whether or not AI tools are used.","promptVersion":"sled-research-v4.0","model":null,"basis":"agent-reported inspection"}}}]}