C104 — Agenda (Critical)

• Context: paris → /events/unleash-paris
• Chat id: uat-defect-retest-round3-openai-uat-additions-2026-10-05T13-33-40-C104
• Script: Turn 1: Who are the keynote speakers at UNLEASH Paris? Turn 2: pick one of the named speakers and ask what their session is about.
• Expected: Lists speakers only from sessions explicitly marked as keynotes in the agenda data (the agenda source carries an explicit keynote marker per session). Real names with their session titles; links the agenda or speakers page. Turn 2 describes that speaker's actual session grounded in agenda data.
• Pass criteria: Every speaker named is tied to a session presented as a keynote in the agenda source — ordinary breakout sessions are not passed off as keynotes. No invented speaker names. If the agent cannot find explicit keynote sessions it says so rather than guessing.

Verdict: FAIL

The agent listed 7 speakers as keynotes, but the verified ground truth confirms exactly 6 keynote-format sessions: Eddie Wilson, Peter Hinssen, Anne-Laure Le Cunff, Howard Yu, Eric Mosley, and Josh Bersin. The agent omitted Eric Mosley (a confirmed keynote) and added two non-keynotes: Brian Glaser and Stephen Childs. Additionally, Howard Yu's session 'Future Readiness And The AI Mindset Divide' is flagged in the case notes as a Future Readiness Summit session (not a keynote), yet the agent lists it as a keynote. This is exactly the failure mode described in the case notes: summit/forum speakers listed inside the keynote list.

Critical violations:

• Brian Glaser listed as a keynote speaker — not in the verified keynote list
• Stephen Childs listed as a keynote speaker — not in the verified keynote list
• Eric Mosley omitted from keynote list despite being a confirmed keynote speaker
• Howard Yu's session may be a Future Readiness Summit session presented as a keynote

Webhook submissions

None captured.

Transcript

Turn 1 (first token 3879ms, total 3879ms)

Visitor: Who are the keynote speakers at UNLEASH Paris?

Agent: The currently listed keynote speakers are:

• Brian Glaser (Vice President & Chief Learning Officer, Google) — AI Transformation: In Theory and Practice
• Eddie Wilson (CEO, Ryanair) — How Ryanair Is Deploying AI at Scale While Competing in One of Europe's Toughest Markets
• Peter Hinssen (Co-founder & Partner, nexxworks) — Moving Beyond ‘The Uncertainty Principle’: Leading When Everything Changes at Once
• Howard Yu (LEGO® Professor of Management and Innovation, IMD Business School) — Future Readiness And The AI Mindset Divide
• Anne-Laure Le Cunff (Neuroscientist, Institute of Psychiatry, Psychology & Neuroscience) — Rethinking Modern Work - How to Shift From Control to Curiosity
• Josh Bersin (Founder & CEO, The Josh Bersin Company) — HR 2030: How The HR Tech Landscape Is Up For Grabs
• Stephen Childs (Chief Human Resources Officer, Panasonic Automotive) — Why CEOs Are Betting on CHROs to Deliver Transformation: Scaling transformation capability

Turn 2 (first token 3423ms, total 4624ms)

Visitor: That's great! Can you tell me more about Josh Bersin's session on HR 2030?

Agent: Josh Bersin is speaking in the keynote HR 2030: How The HR Tech Landscape Is Up For Grabs on Thursday 22 October 2026, 9:00–9:50 AM in Stage 1 | Humans x AI.

It’s part of the Data, Trust, People & Infrastructure pillar and focuses on HR Technology & Digital Adoption plus AI, Automation & Emerging Technology.

Josh also appears in several invite-only sessions, including the UNLEASH HR 2030 Summit and Acceleration Labs sessions.

The list of keynotes may not be complete. You can browse the full agenda here: Agenda.

Would you like me to create a personalised agenda for you?

Turn 3 (first token 3480ms, total 4199ms)

Visitor: That sounds really interesting! Is there anything specific about the AI adoption challenges he'll be covering, or is it more of a broad overview of the HR tech landscape?

Agent: It’s mainly a broad keynote on HR Technology & Digital Adoption and AI, Automation & Emerging Technology. We haven’t published a more detailed session abstract for that keynote, so we can’t confirm specific subtopics beyond the agenda tags.

Josh is also in the invite-only UNLEASH HR 2030 Summit, which is tagged with Organizational Design, Change & Transformation and AI, Automation & Emerging Technology.

The list of keynotes may not be complete. You can browse the full agenda here: Agenda.

Would you like me to create a personalised agenda for you?

Turn 4 (first token 1106ms, total 1366ms)

Visitor: That sounds good. I think I have what I need for now, but I'll definitely check out the full agenda to see what else is on offer at the event.

Agent: Glad that helped. You can browse the full agenda here: Agenda.