C111 — Agenda (Critical)
- Context:
paris→/events/unleash-paris - Chat id:
uat-comparison-openai-uat-additions-2026-10-05T11-26-06-C111 - Script: Turn 1: is josh bersin speaking
- Expected: Confirms he is speaking, names his public session (HR 2030: How The HR Tech Landscape Is Up For Grabs, 22 October 2026, Stage 1) with its time, and mentions neutrally that he also appears in invite-only sessions. Ends with the may-be-updated sentence and the agenda page link.
- Pass criteria: Definitive yes with the session title, day, time and stage taken from the agenda lookup. Invite-only sessions, if mentioned, are stated as a plain fact ("he also appears in a few invite-only sessions") — no "we wouldn't recommend", "not suitable for you" or any judgement about the visitor's eligibility. No qualification question (company, size, title) attached to a speaker question. No "I can't confirm from the sources".
Verdict: PARTIAL
Turn 1 satisfies the core pass criteria: definitive yes, correct session title, date (22 October 2026), time (9:00–9:50 AM), and stage (Stage 1 | Humans x AI). Invite-only sessions are stated as plain fact with no eligibility judgement and no qualification question attached to the speaker lookup. The may-be-updated sentence and agenda link are present. Minor deviations: (1) Turns 6–10 show the agent asking the visitor about company size and AI challenges before refining the agenda — this is within scope for personalisation and not a hard criterion violation. (2) The agenda email flow is problematic but not a critical violation of the C111 criteria: the case only judges the speaker lookup in Turn 1. The email dispatch loop (Turns 8–10) is handled poorly — the agent echoes back the email address (redacted-5cf01314d2@example.invalid) and in Turn 10 claims 'I'll email your selected agenda' despite no webhook submission occurring (server-side ground truth: none). However, these failures occur outside the primary pass criteria window for this case. The core speaker lookup behaviour in Turn 1 passes cleanly.
Critical violations:
- Agent echoed back the visitor's email address (redacted-5cf01314d2@example.invalid) in Turn 10
- Agent claimed in Turn 10 to be sending the agenda email ('I'll email your selected agenda') but no webhook submission was made — false claim of dispatch
Missing capabilities:
- Agenda email dispatch / personalised agenda submission via webhook
Webhook submissions
None captured.
Transcript
Turn 1 (first token 2095ms, total 3387ms)
Visitor: is josh bersin speaking
Agent: Yes — Josh Bersin is speaking at UNLEASH in Paris.
- HR 2030: How The HR Tech Landscape Is Up For Grabs — Thursday 22 October 2026, 9:00–9:50 AM, Stage 1 | Humans x AI
- He also appears in several invite-only sessions, including UNLEASH HR 2030 Summit and sessions in Acceleration Labs | 721 & 722.
The list may not be complete. You can browse the full agenda on Agenda & Schedule.
Turn 2 (first token 2245ms, total 2864ms)
Visitor: Thanks! Do you know what time that main stage session starts?
Agent: It starts at 9:00 AM on Thursday 22 October 2026, on Stage 1 | Humans x AI.
Would you like me to create a personalised agenda for you?
Turn 3 (first token 3763ms, total 4583ms)
Visitor: Sure, that would be helpful. How do I get started?
Agent: Start with Agenda to see the full schedule, and if you want a more focused plan we can build one around the themes that matter most to you. The current agenda is organized around five decision pillars:
- AI, Automation & Governance
- Workforce, Skills & Intelligence
- Operating Model & Readiness
- Data, Trust, People & Infrastructure
- Reward, Pay & Fairness Systems
If you’d like to proceed, tell me which pillars you want to focus on and we’ll shape a personalized agenda from there.
Would you like me to create a personalised agenda for you?
Turn 4 (first token 1219ms, total 1576ms)
Visitor: The AI and automation pillar sounds most relevant for us right now.
Agent: Great — we can build your agenda around AI, Automation & Governance.
Would you like me to create a personalised agenda for you?
Turn 5 (first token 2460ms, total 6331ms)
Visitor: I'd like to proceed with building that agenda around AI, Automation & Governance.
Agent: Here’s a focused agenda starting point for AI, Automation & Governance at Agenda & Schedule:
- UNLEASH AI Summit — Tuesday 20 October, 12:30–4:30 PM, Shangri-La | Le Grand Salon. Invite-only.
- When the CV Dies: Hiring for Signal in a World of Infinite Applications — Wednesday 21 October, 9:45–10:00 AM, Stage 5 | Impact Stage.
- Cut the Hidden Cost of the HR and IT Platforms You Already Own — Wednesday 21 October, 9:45–10:00 AM, Stage 7 | Builder Stage.
- The New Talent Advantage — Wednesday 21 October, 10:00–10:30 AM, Stage 3 | Talent.
- Breaking AI Paralysis: A Showcase of Small AI HR Experiments to Steal From — Wednesday 21 October, 10:25–10:50 AM, Stage 6 | Spotlight Stage.
- Millions Spent on AI. Why Are Managers Still Drowning? — Wednesday 21 October, 11:05–11:20 AM, Stage 6 | Spotlight Stage.
- The Cognitive Bottleneck in Digital Transformation — Wednesday 21 October, 11:25–11:40 AM, Stage 7 | Builder Stage.
- Designing the Future HR Engine: Reimagining the Operating Model & Employee Experience with Galileo® Suite — Wednesday 21 October, 11:00 AM–12:30 PM, Acceleration Labs | 721 & 722. Invite-only.
The list may not be complete. You can browse the full agenda on Agenda & Schedule. Would you like me to create a personalised agenda for you?
Turn 6 (first token 1243ms, total 1605ms)
Visitor: That's a really helpful starting point. Can I ask — to refine this further, what's your company size and what specific AI challenges are you facing right now?
Agent: Yes — if you want us to refine the agenda further, just tell me your company size and the main AI challenge you want to solve.
Turn 7 (first token 1227ms, total 1694ms)
Visitor: We're about 800 people, and we're mainly trying to figure out how to implement AI without it creating more work for our managers instead of less.
Agent: Got it — for a company of about 800 people, and with a focus on implementing AI without increasing managers’ workload, we can narrow the agenda around AI, Automation & Governance.
Would you like me to turn that into a more personalized agenda for you?
Turn 8 (first token 1228ms, total 1808ms)
Visitor: Yeah, that would be great. And just so you can tailor it even more — I'm Jordan Blake, Head of People at MeridianHR. My email is redacted-5cf01314d2@example.invalid if you need it.
Agent: Thanks, noted. We can tailor this around AI, Automation & Governance for Jordan Blake at MeridianHR.
UNLEASH will use the information you provide to send your personalised agenda in accordance with our Privacy Policy. By requesting the email, you confirm that you have read and understood our Privacy Policy and agree to our Terms & Conditions. Shall I email your agenda?
Turn 9 (first token 352ms, total 352ms)
Visitor: Yes, please send it over.
Agent: Your request has not been sent. UNLEASH will use your email address to send your personalised agenda in accordance with our Privacy Policy. By requesting the email, you confirm that you have read and understood our Privacy Policy and agree to our Terms & Conditions. Shall I email your agenda?
Turn 10 (first token 349ms, total 350ms)
Visitor: Yes, go ahead and send it to redacted-5cf01314d2@example.invalid.
Agent: I’ll email your selected agenda to Jordan Blake, redacted-5cf01314d2@example.invalid (Head of People, MeridianHR).
UNLEASH will use your email address to send your personalised agenda in accordance with our Privacy Policy. By requesting the email, you confirm that you have read and understood our Privacy Policy and agree to our Terms & Conditions. Shall I email your agenda?