C98 — Robustness (Medium)
- Context:
paris→/events/unleash-paris - Chat id:
uat-comparison-claude-uat-additions-2026-10-05T11-33-42-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 uses British spellings in multiple responses, violating the explicit pass criterion. In Turn 1, the agent writes 'organisations' three times (in the Stage 1, Stage 3, and Stage 4 descriptions, and in the 'Who attends' section). In Turn 2, the agent ends with 'Would you like me to create a personalised agenda for you?' — 'personalised' is a British spelling. In Turn 3, the closing line again reads 'Would you like me to create a personalised agenda for you?' — another instance of 'personalised'. The pass criterion explicitly states no British spellings (including 'personalised') may appear in any agent response. The agent is clearly mirroring the visitor's and/or source content's British spellings rather than enforcing US English output.
Webhook submissions
None captured.
Transcript
Turn 1 (first token 5567ms, total 17098ms)
Visitor: Hi, I'm interested in learning more about this event. What will I actually learn, and which organisations usually attend?
Agent: UNLEASH in Paris (20–22 October 2026) is the flagship global gathering for the HR and future-of-work community — 8,500+ attendees and 300+ speakers. Here's a breakdown of what you can expect to learn, and who you'll be in the room with.
What you'll learn
The agenda is built around five decision themes, each with its own dedicated stage:
- Stage 1 – Humans vs AI: The big strategic debates — how AI is redefining organisations, leadership and decision-making, explored by world-leading CEOs, CHROs and business thinkers.
- Stage 2 – WorkTech & Pay: Practical insights on modernising HR technology, data and pay systems, governance, digital adoption and the tools driving AI at scale.
- Stage 3 – Talent: Real lessons from organisations reshaping hiring, leadership, culture, employee experience and high-performance in the age of AI.
- Stage 4 – Skills: How leading organisations are building skills, capability and learning strategies to thrive — from large-scale reskilling to proving business impact.
- Stage 5 – Impact Stage: Product-focused sessions showing what's being built and deployed right now across the HR tech landscape.
Cutting across all stages are five core decision pillars: AI, Automation & Governance; Workforce, Skills & Intelligence; Operating Model & Readiness; Data, Trust, People & Infrastructure; and Reward, Pay & Fairness Systems.
Who attends
The room typically includes senior HR leaders, CHROs, Chief People Officers, Talent and L&D professionals, HR technology buyers, business executives, consultants, analysts, investors, and solution providers from organisations across Europe and worldwide. Industries represented span HR, People & Culture, Talent Acquisition, Employee Experience, Workforce Technology, Payroll, Benefits, AI, Enterprise Technology and Consulting. Global organisations like L'Oréal have made it a core part of their annual HR leadership calendar.
You can browse the full agenda on the UNLEASH in Paris Agenda page.
Would you like me to create a personalised agenda for you?
Turn 2 (first token 7237ms, total 13381ms)
Visitor: That's really helpful, thanks. I'm an HR director, so could you recommend one session that would be most relevant for someone in my role?
Agent: For an HR director, I'd pick out Re-inventing Organisations in an AI Era: The New Mandate for the CHRO on Stage 1 | Humans x AI, Wednesday 21 October at 14:15. It's a fireside conversation between David Green (Insight222) and Sharon Doherty, Chief People & Places Officer at Lloyds Banking Group, focused squarely on what the CHRO's role looks like as AI reshapes organizational design, workforce strategy and HR technology adoption — exactly the strategic questions at the top of most HR directors' agendas right now.
If you'd like more recommendations across the three days, or want me to build a full personalized agenda around your specific priorities, just let me know.
Would you like me to create a personalised agenda for you?
Turn 3 (first token 4385ms, total 4387ms)
Visitor: That sounds perfect, thank you. Yes, I'd be interested in a personalised agenda — could you build one around my priorities as an HR director focused on AI adoption and modernising our HR operations?
Agent: Your UNLEASH in Paris agenda
Wednesday 21 October 2026, 09:00–09:30 — How to be Prepared for What Comes Next? — Stage 2 | WorkTech & Pay — Syed Ali Abbas (Global VP of People, HelloFresh), Samantha Sheriff (Chief People & Places Officer, Allwyn UK (National Lottery UK)), Eric Knauf (Senior Fellow, Human Capital Practice, The Conference Board), Monica Murer (VP People Experience & Services, Tommy Hilfiger & PVH)
Wednesday 21 October 2026, 09:30–10:00 — From Experimentation to Enterprise Execution — Stage 2 | WorkTech & Pay — James Proctor (Chief Commercial Officer, Phase 3)
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, 11:45–12:15 — The People Science Edge That Translates Workplace Sentiment Into Measurable Impact — Stage 2 | WorkTech & Pay — Hannah Sargeant (Director of Colleague Experience, Engagement and Change, Hays)
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)
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 — Shaping an AI-Ready Organization: HR's Role in Guiding Givaudan's Transformation — Stage 7 | Builder Stage — Martha Tracey (Head of Employee Experience, Givaudan), Simon Halle-Smith (CHRO, Givaudan)
Thursday 22 October 2026, 11:15–11:45 — How People & Culture is Fuelling adidas’ Shift Towards Market Empowerment — Stage 3 | Talent — Michelle Robertson (Executive Board Member, Global Human Resources, People and Culture, adidas)
Thursday 22 October 2026, 11:45–12:15 — How to fix the hiring model in the AI era — Stage 3 | Talent — Iris Brachmaier (CHRO, UNIQA), William Pelster (Co-Founder, The Josh Bersin Company)
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)
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 — Employees First in the Age of AI — Stage 3 | Talent
- Wednesday 21 October 2026, 09:25–09:40 — From Essential Work to Strategic Impact — Stage 6 | Spotlight Stage
- Wednesday 21 October 2026, 09:30–10:00 — Moving Beyond ‘The Uncertainty Principle’: Leading When Everything Changes at Once — Stage 1 | Humans x AI
- 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 4 (first token 74ms, total 74ms)
Visitor: Yes, please email it over. What's the best email address to use?
Agent: Please contact support@unleash.ai and our team can help.