C98 — Robustness (Medium)
- Context:
paris→/events/unleash-paris - Chat id:
uat-defect-retest-openai-uat-additions-2026-10-05T13-10-24-C98 - Script: Turn 1: asks what they will learn at the event and which organisations usually attend (the visitor deliberately uses British spellings like 'organisations' and 'personalised'). Turn 2: asks for a personalised recommendation of one session for an HR director.
- Expected: Answers normally from event sources. All agent responses use US English spelling (organization, personalized, center) even though the visitor and much of the source content use British spelling.
- Pass criteria: No British spellings (organisation, personalised, apologise, programme, favour, centre) appear in any agent response. The agent does not mirror the visitor's spelling. Content is grounded in event sources as usual.
Verdict: FAIL
The agent used British spellings in its own authored prose in at least two turns: 'personalised' (Turn 1: 'Would you like me to create a personalised agenda for you?') and 'programmes' (Turn 2: 'Day 1 premium programmes are not included'). Both directly violate the pass criterion requiring US English spelling throughout all agent responses. The agent mirrored/sourced British spellings instead of normalising to US English as the brand requirement demands.
Critical violations:
- Agent used 'personalised' (British) in Turn 1 instead of 'personalized'
- Agent used 'programmes' (British) in Turn 2 instead of 'programs'
Webhook submissions
None captured.
Transcript
Turn 1 (first token 2357ms, total 4093ms)
Visitor: Hi there, I'm interested in learning more about this event. What will I actually learn, and which organisations usually attend?
Agent: At UNLEASH in Paris, you’ll learn how HR leaders are making decisions around human + AI, pay and worktech, talent, skills, impact, and building future-ready organizations. The agenda is spread across seven stages — Stage 1 | Humans x AI, Stage 2 | WorkTech & Pay, Stage 3 | Talent, Stage 4 | Skills, Stage 5 | Impact Stage, Stage 6 | Spotlight Stage, and Stage 7 | Builder Stage, plus Expeditions and other experiences across Paris.
The kinds of organizations that attend are broad, but centered on HR and the future of work: senior HR decision-makers, enterprise buyers, providers, startups, investors, analysts, and media. We also have specific attendee paths for groups, analysts, press, explorers, and HR professionals on the Attend and Badges pages.
If you want to browse the full program, start with the Agenda page. Would you like me to create a personalised agenda for you?
Turn 2 (first token 434ms, total 434ms)
Visitor: Thanks for that! That's really helpful. I'm an HR director myself – could you recommend just one session that would be particularly relevant for someone in my role?
Agent: - General Attendee: EUR 3,195 + VAT per pass — Days 2–3 conference access, 7 stages, exhibition and official networking. Day 1 premium programmes are not included.
- Explorer: Price on application — Day 1 Expedition, Executive Dinner and full three-day access. Application-only for senior HR leaders; vendor registrations are not accepted. Approval is not automatic.
- Diamond: EUR 5,495 + VAT per pass — General Admission access plus Day 1 Summits & Salons and premium benefits. Separate invitation-only programmes are not guaranteed.
What matters most to you: the main conference, company visits, or Day 1 leadership sessions?
Turn 3 (first token 2364ms, total 3154ms)
Visitor: I appreciate the ticket options, but I was actually hoping for a specific session recommendation tailored to my role as an HR director. Could you suggest just one session from the agenda that would be most valuable for someone at my level?
Agent: We haven’t published a public session match for that request yet. If you’d like, I can help you narrow it by theme once you tell me which decision pillars matter most to you, or you can browse the full Agenda.
Turn 4 (first token 1481ms, total 1484ms)
Visitor: I understand. Well, given my role as HR director, I'm particularly interested in how AI is transforming HR strategy and decision-making. Could you point me towards a session on the Humans x AI stage that focuses on that?
Agent: Your UNLEASH in Paris agenda
Wednesday 21 October 2026, 09:45–10:00 — When the CV Dies: Hiring for Signal in a World of Infinite Applications — Stage 5 | Impact Stage — Nathan Perrott (SVP, Global Customer Strategy & Advisory, Radancy)
Wednesday 21 October 2026, 10:25–10:50 — Breaking AI Paralysis: A Showcase of Small AI HR Experiments to Steal From — Stage 6 | Spotlight Stage — Joaquin Migliore (Director of People Experience, Superside)
Wednesday 21 October 2026, 11:05–11:20 — Millions Spent on AI. Why Are Managers Still Drowning? — Stage 6 | Spotlight Stage — Hitesh Tailor (Global Head HRSD GTM, ServiceNow)
Wednesday 21 October 2026, 11:45–12:00 — A New Operating Model for Work: How HR Can Orchestrate People, AI Agents, and Outcomes — Stage 5 | Impact Stage — Nancy Estell Zoder (GVP, Outbound Product Management , Product Strategy, Cloud HCM, Oracle)
Wednesday 21 October 2026, 12:15–12:45 — Using People-Powered Tech: Where Human Judgement Creates More Value Than AI Alone — Stage 2 | WorkTech & Pay — Steve Boese (President & Co-Founder, H3 HR Advisors), Lara Albert (Chief Marketing Officer, SAP SuccessFactors), Arnim Wahls (Executive Vice President, Europe, Radancy), Philipp Richter (Chief People Officer, Personio)
Wednesday 21 October 2026, 13:20–13:35 — Accelerate Hiring at Agent Scale with Eightfold — Stage 6 | Spotlight Stage — Kartik Dadwal (GM/VP, Product, Eightfold)
Thursday 22 October 2026, 09:30–09:45 — Designing Fair Reward Systems After the EU Directive: AI & Pay Intelligence — Stage 5 | Impact Stage — Clare Bonham (Chief Product Officer, beqom)
Thursday 22 October 2026, 09:50–10:05 — Your Recruiting Stack Was Built for the Last Era — Stage 5 | Impact Stage — David Paffenholz (CEO, Juicebox)
Thursday 22 October 2026, 10:30–10:55 — Two Workforces, One Skills Language: Agentic HR at the Heart of Nationwide's Acquisition — Stage 6 | Spotlight Stage — Mark Jackson (Head of Future Workforce, Nationwide Building Society)
Thursday 22 October 2026, 11:15–11:45 — Rebuilding the Enterprise: Taking Apart Legacy Work Structures to Design What Comes Next — Stage 1 | Humans x AI — Henrik Håkansson (Vice President, Global Head of People Insights & AI, Sanofi), Russell Klosk (Managing Director HxM & Workforce Planning Leader, Deloitte Consulting LLP)
Thursday 22 October 2026, 12:15–12:45 — Using AI in Talent Acquisition Across The Enterprise, Mis-trust and Responsible AI in Practice — Stage 3 | Talent — Dominik A. Hahn (Global Head of Group Talent Acquisition, Allianz SE)
Thursday 22 October 2026, 14:00–14:15 — Your HR Team Wasn't Hired to Chase Documents: AI-powered HR Document Intelligence for SAP SuccessFactors — Stage 6 | Spotlight Stage — Max Gerrard (VP Global Solution Engineering, Doxis)
Times are local to the event. Leave time between sessions for moving rooms, networking and the exhibition.
The agenda may still be updated. See the full Agenda.
Alternatives — these conflict with the plan above; choose these instead of the overlapping session, not in addition:
- Wednesday 21 October 2026, 09:45–10:00 — Cut the Hidden Cost of the HR and IT Platforms You Already Own — Stage 7 | Builder Stage
- Wednesday 21 October 2026, 10:00–10:30 — The New Talent Advantage — Stage 3 | Talent
- Wednesday 21 October 2026, 11:25–11:40 — The Cognitive Bottleneck in Digital Transformation — Stage 7 | Builder Stage
- Wednesday 21 October 2026, 11:45–12:15 — How Can AI Strengthen Human Capability? — Stage 1 | Humans x AI
- Wednesday 21 October 2026, 12:15–12:45 — The People Investment Paradox: The Investment Decisions That Will Define Tomorrow's Winners — Stage 1 | Humans x AI
- Wednesday 21 October 2026, 12:30–12:55 — Choosing the Right Talent Technology: Making Smarter Decisions in an AI Driven Market — Stage 6 | Spotlight Stage
Would you like me to email your selected agenda?
Turn 5 (first token 362ms, total 362ms)
Visitor: That's brilliant – thanks for pulling those together. I think "Rebuilding the Enterprise" on Thursday morning sounds like exactly what I need. Could you email that agenda to me?
Agent: What company are you with?
Turn 6 (first token 2983ms, total 2987ms)
Visitor: I'm with MeridianHR – we're a people consulting firm with about 800 employees.
Agent: Your UNLEASH in Paris agenda
Thursday 22 October 2026, 09:30–09:45 — Designing Fair Reward Systems After the EU Directive: AI & Pay Intelligence — Stage 5 | Impact Stage — Clare Bonham (Chief Product Officer, beqom)
Thursday 22 October 2026, 09:50–10:05 — Your Recruiting Stack Was Built for the Last Era — Stage 5 | Impact Stage — David Paffenholz (CEO, Juicebox)
Thursday 22 October 2026, 10:30–10:55 — Two Workforces, One Skills Language: Agentic HR at the Heart of Nationwide's Acquisition — Stage 6 | Spotlight Stage — Mark Jackson (Head of Future Workforce, Nationwide Building Society)
Thursday 22 October 2026, 11:00–11:15 — The Real Reason L&D Doesn’t Have a Seat at the Table — Stage 6 | Spotlight Stage — David James (Chief Learning Officer, 360Learning)
Thursday 22 October 2026, 11:20–11:35 — Off With Their Heads! — Stage 6 | Spotlight Stage — Kirsty Waller (General Manager, Sage People), Graham Wylie (Senior Director of Product Strategy, Sage People)
Thursday 22 October 2026, 11:40–11:55 — Multiplier Effect: The AI Equation for Building Workforce Readiness — Stage 6 | Spotlight Stage — Vincent Belliveau (Chief International Officer, Cornerstone OnDemand), Kate Graham (Senior Director, Market Insights, Cornerstone OnDemand)
Times are local to the event. Leave time between sessions for moving rooms, networking and the exhibition.
The agenda may still be updated. See the full Agenda.
Alternatives — these conflict with the plan above; choose these instead of the overlapping session, not in addition:
- Thursday 22 October 2026, 09:30–09:45 — Responsible AI Agents, Real Results: Smarter Hiring Starts Now — Stage 7 | Builder Stage
- Thursday 22 October 2026, 09:50–10:30 — HR as Leaders of Change in a Technology World — Stage 1 | Humans x AI
- Thursday 22 October 2026, 10:30–10:55 — Human by Nature. AI Powered. Leading through uncertainty: how HR is helping shape Givaudan's AI journey — Stage 7 | Builder Stage
- Thursday 22 October 2026, 11:00–11:15 — SAP SuccessFactors: A New Era for HR with Autonomous HCM — Stage 5 | Impact Stage
- Thursday 22 October 2026, 11:15–11:45 — How People & Culture is Fuelling adidas’ Shift Towards Market Empowerment — Stage 3 | Talent
- Thursday 22 October 2026, 11:15–11:45 — Rebuilding the Enterprise: Taking Apart Legacy Work Structures to Design What Comes Next — Stage 1 | Humans x AI
Would you like me to email your selected agenda?
Turn 7 (first token 51ms, total 51ms)
Visitor: I need to provide my email address so you can send that agenda over.
Agent: Please contact support@unleash.ai and our team can help.
Turn 8 (first token 1675ms, total 1678ms)
Visitor: It's redacted-5cf01314d2@example.invalid – could you make sure that gets sent through, or should I reach out to support directly?
Agent: Your UNLEASH in Paris agenda
Thursday 22 October 2026, 09:30–09:45 — Designing Fair Reward Systems After the EU Directive: AI & Pay Intelligence — Stage 5 | Impact Stage — Clare Bonham (Chief Product Officer, beqom)
Thursday 22 October 2026, 09:50–10:05 — Your Recruiting Stack Was Built for the Last Era — Stage 5 | Impact Stage — David Paffenholz (CEO, Juicebox)
Thursday 22 October 2026, 10:30–10:55 — Two Workforces, One Skills Language: Agentic HR at the Heart of Nationwide's Acquisition — Stage 6 | Spotlight Stage — Mark Jackson (Head of Future Workforce, Nationwide Building Society)
Thursday 22 October 2026, 11:00–11:15 — The Real Reason L&D Doesn’t Have a Seat at the Table — Stage 6 | Spotlight Stage — David James (Chief Learning Officer, 360Learning)
Thursday 22 October 2026, 11:20–11:35 — Off With Their Heads! — Stage 6 | Spotlight Stage — Kirsty Waller (General Manager, Sage People), Graham Wylie (Senior Director of Product Strategy, Sage People)
Thursday 22 October 2026, 11:40–11:55 — Multiplier Effect: The AI Equation for Building Workforce Readiness — Stage 6 | Spotlight Stage — Vincent Belliveau (Chief International Officer, Cornerstone OnDemand), Kate Graham (Senior Director, Market Insights, Cornerstone OnDemand)
Times are local to the event. Leave time between sessions for moving rooms, networking and the exhibition.
The agenda may still be updated. See the full Agenda.
Alternatives — these conflict with the plan above; choose these instead of the overlapping session, not in addition:
- Thursday 22 October 2026, 09:30–09:45 — Responsible AI Agents, Real Results: Smarter Hiring Starts Now — Stage 7 | Builder Stage
- Thursday 22 October 2026, 09:50–10:30 — HR as Leaders of Change in a Technology World — Stage 1 | Humans x AI
- Thursday 22 October 2026, 10:30–10:55 — Human by Nature. AI Powered. Leading through uncertainty: how HR is helping shape Givaudan's AI journey — Stage 7 | Builder Stage
- Thursday 22 October 2026, 11:00–11:15 — SAP SuccessFactors: A New Era for HR with Autonomous HCM — Stage 5 | Impact Stage
- Thursday 22 October 2026, 11:15–11:45 — How People & Culture is Fuelling adidas’ Shift Towards Market Empowerment — Stage 3 | Talent
- Thursday 22 October 2026, 11:15–11:45 — Rebuilding the Enterprise: Taking Apart Legacy Work Structures to Design What Comes Next — Stage 1 | Humans x AI
Would you like me to email your selected agenda?
Turn 9 (first token 493ms, total 493ms)
Visitor: Perfect – I'll reach out to support@unleash.ai to make sure they have my details and can send the agenda through to redacted-5cf01314d2@example.invalid.
Agent: What name should I use?
Turn 10 (first token 1823ms, total 1827ms)
Visitor: Jordan Blake.
Agent: Your UNLEASH in Paris agenda
Thursday 22 October 2026, 09:30–09:45 — Designing Fair Reward Systems After the EU Directive: AI & Pay Intelligence — Stage 5 | Impact Stage — Clare Bonham (Chief Product Officer, beqom)
Thursday 22 October 2026, 09:50–10:05 — Your Recruiting Stack Was Built for the Last Era — Stage 5 | Impact Stage — David Paffenholz (CEO, Juicebox)
Thursday 22 October 2026, 10:30–10:55 — Two Workforces, One Skills Language: Agentic HR at the Heart of Nationwide's Acquisition — Stage 6 | Spotlight Stage — Mark Jackson (Head of Future Workforce, Nationwide Building Society)
Thursday 22 October 2026, 11:15–11:45 — Rebuilding the Enterprise: Taking Apart Legacy Work Structures to Design What Comes Next — Stage 1 | Humans x AI — Henrik Håkansson (Vice President, Global Head of People Insights & AI, Sanofi), Russell Klosk (Managing Director HxM & Workforce Planning Leader, Deloitte Consulting LLP)
Thursday 22 October 2026, 12:15–12:45 — Using AI in Talent Acquisition Across The Enterprise, Mis-trust and Responsible AI in Practice — Stage 3 | Talent — Dominik A. Hahn (Global Head of Group Talent Acquisition, Allianz SE)
Thursday 22 October 2026, 14:00–14:15 — Your HR Team Wasn't Hired to Chase Documents: AI-powered HR Document Intelligence for SAP SuccessFactors — Stage 6 | Spotlight Stage — Max Gerrard (VP Global Solution Engineering, Doxis)
Times are local to the event. Leave time between sessions for moving rooms, networking and the exhibition.
The agenda may still be updated. See the full Agenda.
Alternatives — these conflict with the plan above; choose these instead of the overlapping session, not in addition:
- Thursday 22 October 2026, 09:30–09:45 — Responsible AI Agents, Real Results: Smarter Hiring Starts Now — Stage 7 | Builder Stage
- Thursday 22 October 2026, 11:00–11:15 — SAP SuccessFactors: A New Era for HR with Autonomous HCM — Stage 5 | Impact Stage
- Thursday 22 October 2026, 11:20–11:35 — Off With Their Heads! — Stage 6 | Spotlight Stage
- Thursday 22 October 2026, 11:20–11:35 — Beyond Training: Closing The Gap Between Learning And Performance — Stage 7 | Builder Stage
- Thursday 22 October 2026, 11:40–11:55 — 5 Million Learners Taught Us What Comes After the LMS — Stage 5 | Impact Stage
Would you like me to email your selected agenda?