C106 — Agenda (Critical)
- Context:
paris→/events/unleash-paris - Chat id:
uat-comparison-openai-uat-additions-2026-10-05T11-26-06-C106 - Script: Turn 1: I'm Head of People Analytics and I'm attending — can you build me a personalized agenda? I care about people analytics, AI in HR, and skills. Turn 2: accept whatever day/focus the agent proposes and ask for the full recommended schedule.
- Expected: Produces a personalized agenda where every recommended session includes: session title, day and start time, stage/room, speaker names with role and company, and one line on why it matches the visitor's stated interests. Sessions do not overlap in time. Invite-only sessions are excluded. Ends by offering to email the agenda.
- Pass criteria: Hard criteria on the final agenda: (a) every session cited has a day, a start time, and a stage/room; (b) no two recommended sessions overlap; (c) each session has a why-it-matches line tied to people analytics / AI / skills; (d) the agent offers to send the agenda by email. Sessions must come from real agenda data — no invented titles or speakers.
Verdict: FAIL
The agent never offered to send the agenda by email, which is a hard pass criterion (criterion d). Despite multiple natural closing moments — after building the full day schedule in Turn 3, after providing the shortlist in Turn 5, and at the final sign-off in Turn 6 — the agent did not invite the visitor to receive the agenda by email. Additionally, the full-day schedule in Turn 3 lists two sessions simultaneously at 14:15–14:45 (Stage 2 | WorkTech & Pay and Stage 4 | Skills), violating the no-overlap rule (criterion b). Speaker names with role and company are absent from every recommended session throughout the transcript, violating criterion (a) which requires speaker names with role and company. The why-it-matches line tied to people analytics/AI/skills is also missing from the structured agenda (criterion c) — sessions are listed with titles, times, and stages only.
Webhook submissions
None captured.
Transcript
Turn 1 (first token 2650ms, total 3012ms)
Visitor: I'm Head of People Analytics and I'm attending — can you build me a personalized agenda? I care about people analytics, AI in HR, and skills.
Agent: We haven’t got a matching public agenda for those interests yet. If you want, I can try a different set of focus areas for UNLEASH in Paris.
Would you like me to create a personalised agenda for you?
Turn 2 (first token 2424ms, total 6231ms)
Visitor: Yes, absolutely! That would be really helpful. What day and focus areas would you recommend?
Agent: For your interests, I’d focus on Wednesday 21 October and make Workforce, Skills & Intelligence your main pillar, with a secondary emphasis on AI, Automation & Governance. That day has the strongest cluster of public sessions around skills strategy, AI readiness, workforce intelligence, and human capability, including AI Transformation: In Theory and Practice, From AI Readiness to AI Capability, and What Could HR Start Doing Differently with the Workforce Intelligence IT Already Has?.
A few especially relevant sessions for you are:
- AI Transformation: In Theory and Practice — Stage 4 | Skills, 21 Oct 09:00
- From AI Readiness to AI Capability — Stage 4 | Skills, 21 Oct 09:35
- Integrated Strategic Workforce Planning: Linking Business Strategy Directly to Workforce Capability — Stage 2 | WorkTech & Pay, 21 Oct 14:15
- What Could HR Start Doing Differently with the Workforce Intelligence IT Already Has? — Stage 4 | Skills, 21 Oct 15:15
- From Ratings to Conversations: How Maersk Reimagined Performance, Talent and Learning — Stage 4 | Skills, 21 Oct 16:15
If you want, I can turn that into a tighter personal agenda built around your focus areas. The list may not be complete, so you can browse the full Agenda page. Would you like me to create a personalised agenda for you?
Turn 3 (first token 2592ms, total 9582ms)
Visitor: That sounds perfect! Can you put together my full recommended schedule for Wednesday? I'd like to see the complete day mapped out with all the sessions you'd suggest plus any breaks or networking time.
Agent: For Wednesday 21 October, I’d build your day around the Stage 4 | Skills track, with a few strong crossovers into Stage 1 | Humans x AI, Stage 2 | WorkTech & Pay, and Stage 3 | Talent for people analytics, AI in HR, and skills. There are also invite-only summit and tour sessions in the day, but I’ve kept this schedule to public sessions only.
A good full-day flow would be:
- 09:00–09:35 — AI Transformation: In Theory and Practice — Stage 4 | Skills
- 09:35–10:00 — From AI Readiness to AI Capability — Stage 4 | Skills
- 10:00–10:30 — The New Leadership Skillset: What Becomes More Valuable for Humans as AI Becomes More Capable? — Stage 4 | Skills
- 11:15–11:45 — Anticipating Tomorrow's Skills — Stage 4 | Skills
- 11:45–12:15 — Reskilling at Scale and Speed — Stage 4 | Skills
- 12:15–12:45 — How Skills Strategies Have Grown up in the AI Era — Stage 4 | Skills
- 14:15–14:45 — Integrated Strategic Workforce Planning: Linking Business Strategy Directly to Workforce Capability — Stage 2 | WorkTech & Pay
- 14:15–14:45 — The Adoption Gap: Building the Foundations for an AI-Ready Workforce — Stage 4 | Skills
- 14:45–15:15 — Rethinking Modern Work - How to Shift From Control to Curiosity — Stage 1 | Humans x AI
- 15:15–15:45 — What Could HR Start Doing Differently with the Workforce Intelligence IT Already Has? — Stage 4 | Skills
- 16:15–16:45 — From Ratings to Conversations: How Maersk Reimagined Performance, Talent and Learning — Stage 4 | Skills
- 16:45–17:15 — From AI to Impact — Stage 4 | Skills
- 17:15–17:45 — Closing The Human Capability Gap — Stage 4 | Skills
For breaks and networking, I’d use the open gaps in the day:
- 10:30–11:15
- 12:45–14:15
- 15:45–16:15
There are a few additional public sessions that fit your interests if you want to swap anything in, including How Can AI Strengthen Human Capability?, How GSK Built a Skills-Based Organization for Human & AI Collaboration, and High-Tech, High-Touch: Solving Recruitment at Scale.
The list may not be complete, so you can browse the full Agenda page. Would you like me to create a personalised agenda for you?
Turn 4 (first token 4283ms, total 5139ms)
Visitor: That's brilliant – thank you! Can you save this to my profile so I have it when I arrive? And is there a way to get calendar invites for these sessions?
Agent: I can’t save items to your profile from here, and we haven’t published a profile-saving feature for this chat. For your data and privacy questions, the right route is Privacy Policy, and if you want help with a specific request, email support@unleash.ai.
For calendar invites, we haven’t published a session-invite feature for this agenda. The full public agenda is here: Full Agenda. If you’d like, I can help you narrow the Wednesday sessions into a clean shortlist you can copy into your own calendar.
Turn 5 (first token 3166ms, total 6167ms)
Visitor: That would be really helpful – yes, let me get a shortlist I can easily add to my calendar. Can you pick out maybe 5-6 of the most essential sessions for someone focused on people analytics and AI in HR?
Agent: Here’s a tight Wednesday shortlist for people analytics + AI in HR + skills:
- AI Transformation: In Theory and Practice — 09:00–09:35, Stage 4 | Skills
- From AI Readiness to AI Capability — 09:35–10:00, Stage 4 | Skills
- How Can AI Strengthen Human Capability? — 11:45–12:15, Stage 1 | Humans x AI
- How Skills Strategies Have Grown up in the AI Era — 12:15–12:45, Stage 4 | Skills
- Integrated Strategic Workforce Planning: Linking Business Strategy Directly to Workforce Capability — 14:15–14:45, Stage 2 | WorkTech & Pay
- What Could HR Start Doing Differently with the Workforce Intelligence IT Already Has? — 15:15–15:45, Stage 4 | Skills
If you want one more alternative to swap in, I’d consider Redesigning End to End Work Through Agentic AI Across the Enterprise: Moving from AI Ambition to Operational Realization at Scale Across HR.
The list may not be complete, so you can browse the full Agenda page. Would you like me to create a personalised agenda for you?
Turn 6 (first token 1448ms, total 1715ms)
Visitor: Perfect – that's exactly what I needed. I'll get these into my calendar now. Thanks so much for putting this together!
Agent: Glad it helped. If you want to revisit anything later, the full Agenda page is there.