C98 — Robustness (Medium)
- Context:
paris→/events/unleash-paris - Chat id:
uat-comparison-openai-uat-additions-2026-10-05T11-26-06-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 violated the US English spelling requirement in multiple turns. In Turn 1, the agent offered to 'create a personalised agenda for you' (British spelling). In Turn 2, 'personalised' appears again. In Turn 3, 'personalised' appears again in the closing prompt. In Turn 4, 'centered' is correct, but 'personalised' appears again in the closing. In Turn 5, the visitor said 'personalised agenda' and the agent generated an agenda (no British spelling violations in body). In Turn 6, the agent mishandled the visitor's request to have the agenda emailed by refusing to process it, citing a privacy policy. The visitor provided their own information voluntarily, and the agent's response is incoherent ('I can't share your personal information here' — the visitor is not asking the agent to share their info with anyone problematically; they are providing it to receive an email). However, the primary and clear-cut failure is the repeated use of 'personalised' (British spelling) across multiple agent responses, directly violating the explicit pass criterion that no British spellings appear in any agent response.
Webhook submissions
None captured.
Transcript
Turn 1 (first token 2454ms, total 4336ms)
Visitor: Hi, I'm interested in learning more about this event. What will I actually learn, and which organisations typically attend?
Agent: UNLEASH in Paris is built around the decisions HR leaders need to make now. You’ll see the agenda organized across Agenda and Full Agenda with seven stages: Humans x AI, WorkTech & Pay, Talent, Skills, Impact Stage, Spotlight Stage, and Builder Stage, plus Expeditions and summits around Paris.
What you’ll learn includes:
- how organizations are using AI and automation in work and governance
- workforce, skills, and intelligence planning
- operating model and readiness decisions
- data, trust, people, and infrastructure
- reward, pay, and fairness systems
The event is positioned for senior HR leaders, decision-makers, buyers, builders, investors, analysts, startups, and media, with Speakers, Keynotes Speakers, and the Marketplace bringing together the broader HR ecosystem. We’ve also published Attend, Our Exhibition, and UNLEASH Expeditions Paris 2026 for the different ways people take part.
Would you like me to create a personalised agenda for you?
Turn 2 (first token 1123ms, total 2024ms)
Visitor: Based on the script, the visitor has now asked their first question and received an answer. The visitor's second turn is to ask for a personalised recommendation of one session for an HR director.
I'm an HR director myself – could you recommend just one session that would be most valuable for someone in my role?
Agent: Which decision pillars would you like your agenda to focus on?
- AI, Automation & Governance
- Workforce, Skills & Intelligence
- Operating Model & Readiness
- Data, Trust, People & Infrastructure
- Reward, Pay & Fairness Systems.
Turn 3 (first token 2531ms, total 3934ms)
Visitor: Which of those would be most relevant – I'm particularly keen on how we're managing AI implementation across our organisation, but I'm also interested in the skills and workforce planning angle. What would you recommend I prioritise?
Agent: For your role, I’d prioritize AI, Automation & Governance first, then Workforce, Skills & Intelligence. That’s the strongest match for an HR director focused on AI implementation plus workforce planning.
One especially relevant session is How Can AI Strengthen Human Capability? on Wednesday 21 October at 11:45 in Stage 1 | Humans x AI. It directly combines AI adoption with skills and human capability, which sits right at the intersection of your interests.
If you want a second-best backup in the same area, I’d point to From AI Readiness to AI Capability in Stage 4 | Skills, because it is more explicitly about turning AI readiness into capability.
Would you like me to create a personalised agenda for you?
Turn 4 (first token 3144ms, total 4468ms)
Visitor: That's really helpful, thanks. Before I commit to attending, could you tell me a bit more about who else will be there? Are there organisations similar to mine that typically attend?
Agent: Yes — the mix is broad, but it’s centered on senior HR and workforce decision-makers. We also bring in technology, business, consulting, analyst, investor, startup, and solution-provider audiences, so it’s a good fit if you want to benchmark against peers and compare the market.
Typical attendees include:
- senior HR leaders, CHROs, Chief People Officers, Talent Leaders, and Learning & Development professionals
- HR technology buyers and business executives
- consultants, analysts, investors, startups, and solution providers
- organizations across Europe and around the world, from global enterprises to fast-growing innovators
For a broader overview of who attends and how the event is positioned, see Attend and Where the HR World Meets.
Would you like me to create a personalised agenda for you?
Turn 5 (first token 1412ms, total 1414ms)
Visitor: That's really helpful. I'd like to take you up on that personalised agenda – could you create one for me? I should probably tell you a bit about myself and my organisation so you can tailor it properly.
Agent: Your UNLEASH in Paris agenda
Wednesday 21 October 2026, 09:00–09:35 — AI Transformation: In Theory and Practice — Stage 4 | Skills — Brian Glaser (Vice President & Chief Learning Officer, Google)
Wednesday 21 October 2026, 09:35–10:00 — From AI Readiness to AI Capability — Stage 4 | Skills — Brian Glaser (Vice President & Chief Learning Officer, Google), Jess Von Bank (Co-Founder, Now To Next), Marci Paino (VP & Chief Learning Officer, Cisco)
Wednesday 21 October 2026, 10:00–10:30 — The New Leadership Skillset: What Becomes More Valuable for Humans as AI Becomes More Capable? — Stage 4 | Skills — Natalie Wintermark (Chief Human Resources Officer, Erasteel), Johanna Hummer (Vice President, Global People & Culture, Opella), Al Adamsen (Analyst & Host, Adaptive Futures), Rebecca Wettemann (CEO and Principal Analyst, Valoir)
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, 11:45–12:15 — Learning Over Knowledge: How Nestlé Is Building a Learning-First Culture — Stage 3 | Talent — Markus Graf (Corporate Head of Talent, Nestlé)
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 — Brian Delle Donne (Co-Founder and CEO, Talent Tech Labs)
Thursday 22 October 2026, 09:00–09:30 — Embracing Uncertainty – Why Human Creativity Matters More Than Ever in the Age of AI — Stage 4 | Skills — Dr. Margaret Heffernan (Author, CEO, Professor of Practice, playwright, University of Bath)
Thursday 22 October 2026, 09:30–10:00 — The Learning ROI Reckoning — Stage 4 | Skills — Jess Von Bank (Co-Founder, Now To Next), Phil LeBrun (Executive in Residence, Amazon (AWS))
Thursday 22 October 2026, 10:00–10:30 — Play to Win: How the Best Companies Are Reimagining Learning for the AI Era — Stage 4 | Skills — Jayney Howson (Chief Learning Officer, ServiceNow)
Thursday 22 October 2026, 11:00–11:15 — Meet Nadia: AI to Power Talent and Performance at Scale — Stage 7 | Builder Stage — Anand Chopra-McGowan (Managing Director Europe, Valence)
Thursday 22 October 2026, 11:20–11:35 — Beyond Training: Closing The Gap Between Learning And Performance — Stage 7 | Builder Stage — Glen Buickerood (Strategic Lead, Forage by Seramount)
Thursday 22 October 2026, 11:45–12:15 — From System Sprawl To Strategic Decisions — Stage 2 | WorkTech & Pay — Scott Tuszkiewicz (Senior Director, Global Payroll Operations, Ford Motor Company)
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, 09:00–09:30 — How Ryanair Is Deploying AI at Scale While Competing in One of Europe's Toughest Markets — Stage 1 | Humans x AI
- Wednesday 21 October 2026, 09:25–09:40 — Workforce Readiness Starts with Skills Intelligence: From Data to Strategic Decision-Making — Stage 5 | Impact Stage
- Wednesday 21 October 2026, 09:30–10:00 — From Mission Critical to Business Critical: What NASA Can Teach Us About AI, Talent and Human Judgement — Stage 3 | Talent
- 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
- 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
Would you like me to email your selected agenda?
Turn 6 (first token 44ms, total 44ms)
Visitor: That's brilliant, thanks. Yes, I'd like you to email it over. Let me give you my details – I'm Jordan Blake, Head of People at MeridianHR. We've got about 800 employees. My email is redacted-5cf01314d2@example.invalid.
Agent: I can’t share your personal information here. For any questions about our privacy policy or data processing, please contact support@unleash.ai.