F14 — Consent retained for corrected agenda recipient (High)
- Context:
paris→/events/unleash-paris - Chat id:
uat-comparison-openai-handoff-regression-2026-10-05T11-43-13-F14 - Script: Turn 1: Build a one-day agenda for 21 October for an HR director interested in AI and skills. No overlapping sessions. / Turn 2: yes please / Turn 3: My name is Jordan UAT, HR Director at UAT Example Manufacturing. Please email it to redacted-95526c2592@example.invalid. / Turn 4: yes please / Turn 5: That email has a typo. Please resend the same selected agenda to redacted-99fd2d1c72@example.invalid.
- Expected: After an explicitly consented agenda handoff, retain consent in the same session. An explicit correction and resend request should retain the selected agenda and update the recipient without an unnecessary new privacy-confirmation loop.
- Pass criteria: First handoff is captured after yes please. The explicit recipient correction/resend keeps the same agenda and existing consent, and actually hands off to the corrected address. Do not claim a send without a capture.
Verdict: PASS
Both webhook submissions are confirmed server-side (HTTP 200). The first handoff was submitted after explicit consent ('yes please' in Turn 4) to redacted-95526c2592@example.invalid. On Turn 5 the visitor requested a correction; the agent immediately confirmed dispatch to redacted-99fd2d1c72@example.invalid without demanding a new privacy-confirmation loop, retaining the same agenda and existing consent=true. Both submissions carry consent:true, the same agenda content, and the correct respective email addresses. All pass criteria are met.
Webhook submissions
agenda-email:{"source":"unleash-ai-chat","collected_at":"2026-10-05T11:43:43.596Z","type":"agenda-email","decision_pillars":[],"chat_id":"uat-comparison-openai-handoff-regression-2026-10-05T11-43-13-F14","location":"/events/unleash-paris","name":"Jordan UAT","email":"redacted-95526c2592@example.invalid","event":"Paris","opt_in":false,"consent":true,"intent":"Delegate Agenda UNW","role":"HR Director","company":"UAT Example Manufacturing","interests":["AI","skills"],"agenda":"Your UNLEASH in Paris agenda\n\n- Wednesday 21 October 2026, 09:00–09:35 — [AI Transformation: In Theory and Practice](/events/unleash-paris/agenda-schedule?agendaEvent=45085399-5ec4-f011-8195-0022488a3e24&agendaSession=8303e30f-5648-f111-8ef3-6045bd9548dc) — Stage 4 | Skills — Brian Glaser (Vice President & Chief Learning Officer, Google)\n\n- Wednesday 21 October 2026, 09:35–10:00 — [From AI Readiness to AI Capability](/events/unleash-paris/agenda-schedule?agendaEvent=45085399-5ec4-f011-8195-0022488a3e24&agendaSession=181284c0-ae85-f111-b337-6045bd95467a) — 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)\n\n- Wednesday 21 October 2026, 10:00–10:30 — [The New Leadership Skillset: What Becomes More Valuable for Humans as AI Becomes More Capable?](/events/unleash-paris/agenda-schedule?agendaEvent=45085399-5ec4-f011-8195-0022488a3e24&agendaSession=358dce26-e69a-f111-9b34-000d3a20c276) — 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)\n\n- Wednesday 21 October 2026, 11:05–11:20 — [From AI Hype to Workforce Reality](/events/unleash-paris/agenda-schedule?agendaEvent=45085399-5ec4-f011-8195-0022488a3e24&agendaSession=e29b54b9-1575-f111-ac9b-6045bd954d86) — Stage 7 | Builder Stage — Toby Hough (VP of People & HR Strategy, HiBob)\n\n- Wednesday 21 October 2026, 11:25–11:40 — [The Cognitive Bottleneck in Digital Transformation](/events/unleash-paris/agenda-schedule?agendaEvent=45085399-5ec4-f011-8195-0022488a3e24&agendaSession=0e7aaceb-567f-f111-b337-6045bd95467a) — Stage 7 | Builder Stage — Virginie Laurent (Head of Coaching Science, Speexx), Anne de Solages (President, ICF France)\n\n- Wednesday 21 October 2026, 12:15–12:45 — [How Skills Strategies Have Grown up in the AI Era](/events/unleash-paris/agenda-schedule?agendaEvent=45085399-5ec4-f011-8195-0022488a3e24&agendaSession=29b48093-c685-f111-b337-6045bd95467a) — Stage 4 | Skills — Robert Praas (Head of Applied AI, AI World), Marci Paino (VP & Chief Learning Officer, Cisco), Zaka Farhat (Global SVP, Talent, Learning and Capability Development, GSK), Vincent Belliveau (Chief International Officer, Cornerstone OnDemand), Nigar Huseynova (Group Head of Learning and Development, PASHA Holdings)\n\nTimes are local to the event. Leave time between sessions for moving rooms, networking and the exhibition.\n\nThe agenda may still be updated. See the full [Agenda](/events/unleash-paris/agenda-schedule).","agenda_html":"<p>Your UNLEASH in Paris agenda</p>\n<p>Wednesday 21 October 2026, 09:00–09:35 — <a href=\"https://www.unleash.ai/events/unleash-paris/agenda-schedule?agendaEvent=45085399-5ec4-f011-8195-0022488a3e24&agendaSession=8303e30f-5648-f111-8ef3-6045bd9548dc\">AI Transformation: In Theory and Practice</a> — Stage 4 | Skills — Brian Glaser (Vice President & Chief Learning Officer, Google)</p>\n<p>Wednesday 21 October 2026, 09:35–10:00 — <a href=\"https://www.unleash.ai/events/unleash-paris/agenda-schedule?agendaEvent=45085399-5ec4-f011-8195-0022488a3e24&agendaSession=181284c0-ae85-f111-b337-6045bd95467a\">From AI Readiness to AI Capability</a> — 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)</p>\n<p>Wednesday 21 October 2026, 10:00–10:30 — <a href=\"https://www.unleash.ai/events/unleash-paris/agenda-schedule?agendaEvent=45085399-5ec4-f011-8195-0022488a3e24&agendaSession=358dce26-e69a-f111-9b34-000d3a20c276\">The New Leadership Skillset: What Becomes More Valuable for Humans as AI Becomes More Capable?</a> — 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)</p>\n<p>Wednesday 21 October 2026, 11:05–11:20 — <a href=\"https://www.unleash.ai/events/unleash-paris/agenda-schedule?agendaEvent=45085399-5ec4-f011-8195-0022488a3e24&agendaSession=e29b54b9-1575-f111-ac9b-6045bd954d86\">From AI Hype to Workforce Reality</a> — Stage 7 | Builder Stage — Toby Hough (VP of People & HR Strategy, HiBob)</p>\n<p>Wednesday 21 October 2026, 11:25–11:40 — <a href=\"https://www.unleash.ai/events/unleash-paris/agenda-schedule?agendaEvent=45085399-5ec4-f011-8195-0022488a3e24&agendaSession=0e7aaceb-567f-f111-b337-6045bd95467a\">The Cognitive Bottleneck in Digital Transformation</a> — Stage 7 | Builder Stage — Virginie Laurent (Head of Coaching Science, Speexx), Anne de Solages (President, ICF France)</p>\n<p>Wednesday 21 October 2026, 12:15–12:45 — <a href=\"https://www.unleash.ai/events/unleash-paris/agenda-schedule?agendaEvent=45085399-5ec4-f011-8195-0022488a3e24&agendaSession=29b48093-c685-f111-b337-6045bd95467a\">How Skills Strategies Have Grown up in the AI Era</a> — Stage 4 | Skills — Robert Praas (Head of Applied AI, AI World), Marci Paino (VP & Chief Learning Officer, Cisco), Zaka Farhat (Global SVP, Talent, Learning and Capability Development, GSK), Vincent Belliveau (Chief International Officer, Cornerstone OnDemand), Nigar Huseynova (Group Head of Learning and Development, PASHA Holdings)</p>\n<p>Times are local to the event. Leave time between sessions for moving rooms, networking and the exhibition.</p>\n<p>The agenda may still be updated. See the full <a href=\"https://www.unleash.ai/events/unleash-paris/agenda-schedule\">Agenda</a>.</p>"}agenda-email:{"source":"unleash-ai-chat","collected_at":"2026-10-05T11:43:48.322Z","type":"agenda-email","decision_pillars":[],"chat_id":"uat-comparison-openai-handoff-regression-2026-10-05T11-43-13-F14","location":"/events/unleash-paris","name":"Jordan UAT","email":"redacted-99fd2d1c72@example.invalid","event":"Paris","opt_in":false,"consent":true,"intent":"Delegate Agenda UNW","role":"HR Director","company":"UAT Example Manufacturing","interests":["AI","skills"],"agenda":"Your UNLEASH in Paris agenda\n\n- Wednesday 21 October 2026, 09:00–09:35 — [AI Transformation: In Theory and Practice](/events/unleash-paris/agenda-schedule?agendaEvent=45085399-5ec4-f011-8195-0022488a3e24&agendaSession=8303e30f-5648-f111-8ef3-6045bd9548dc) — Stage 4 | Skills — Brian Glaser (Vice President & Chief Learning Officer, Google)\n\n- Wednesday 21 October 2026, 09:35–10:00 — [From AI Readiness to AI Capability](/events/unleash-paris/agenda-schedule?agendaEvent=45085399-5ec4-f011-8195-0022488a3e24&agendaSession=181284c0-ae85-f111-b337-6045bd95467a) — 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)\n\n- Wednesday 21 October 2026, 10:00–10:30 — [The New Leadership Skillset: What Becomes More Valuable for Humans as AI Becomes More Capable?](/events/unleash-paris/agenda-schedule?agendaEvent=45085399-5ec4-f011-8195-0022488a3e24&agendaSession=358dce26-e69a-f111-9b34-000d3a20c276) — 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)\n\n- Wednesday 21 October 2026, 11:05–11:20 — [From AI Hype to Workforce Reality](/events/unleash-paris/agenda-schedule?agendaEvent=45085399-5ec4-f011-8195-0022488a3e24&agendaSession=e29b54b9-1575-f111-ac9b-6045bd954d86) — Stage 7 | Builder Stage — Toby Hough (VP of People & HR Strategy, HiBob)\n\n- Wednesday 21 October 2026, 11:25–11:40 — [The Cognitive Bottleneck in Digital Transformation](/events/unleash-paris/agenda-schedule?agendaEvent=45085399-5ec4-f011-8195-0022488a3e24&agendaSession=0e7aaceb-567f-f111-b337-6045bd95467a) — Stage 7 | Builder Stage — Virginie Laurent (Head of Coaching Science, Speexx), Anne de Solages (President, ICF France)\n\n- Wednesday 21 October 2026, 12:15–12:45 — [How Skills Strategies Have Grown up in the AI Era](/events/unleash-paris/agenda-schedule?agendaEvent=45085399-5ec4-f011-8195-0022488a3e24&agendaSession=29b48093-c685-f111-b337-6045bd95467a) — Stage 4 | Skills — Robert Praas (Head of Applied AI, AI World), Marci Paino (VP & Chief Learning Officer, Cisco), Zaka Farhat (Global SVP, Talent, Learning and Capability Development, GSK), Vincent Belliveau (Chief International Officer, Cornerstone OnDemand), Nigar Huseynova (Group Head of Learning and Development, PASHA Holdings)\n\nTimes are local to the event. Leave time between sessions for moving rooms, networking and the exhibition.\n\nThe agenda may still be updated. See the full [Agenda](/events/unleash-paris/agenda-schedule).","agenda_html":"<p>Your UNLEASH in Paris agenda</p>\n<p>Wednesday 21 October 2026, 09:00–09:35 — <a href=\"https://www.unleash.ai/events/unleash-paris/agenda-schedule?agendaEvent=45085399-5ec4-f011-8195-0022488a3e24&agendaSession=8303e30f-5648-f111-8ef3-6045bd9548dc\">AI Transformation: In Theory and Practice</a> — Stage 4 | Skills — Brian Glaser (Vice President & Chief Learning Officer, Google)</p>\n<p>Wednesday 21 October 2026, 09:35–10:00 — <a href=\"https://www.unleash.ai/events/unleash-paris/agenda-schedule?agendaEvent=45085399-5ec4-f011-8195-0022488a3e24&agendaSession=181284c0-ae85-f111-b337-6045bd95467a\">From AI Readiness to AI Capability</a> — 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)</p>\n<p>Wednesday 21 October 2026, 10:00–10:30 — <a href=\"https://www.unleash.ai/events/unleash-paris/agenda-schedule?agendaEvent=45085399-5ec4-f011-8195-0022488a3e24&agendaSession=358dce26-e69a-f111-9b34-000d3a20c276\">The New Leadership Skillset: What Becomes More Valuable for Humans as AI Becomes More Capable?</a> — 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)</p>\n<p>Wednesday 21 October 2026, 11:05–11:20 — <a href=\"https://www.unleash.ai/events/unleash-paris/agenda-schedule?agendaEvent=45085399-5ec4-f011-8195-0022488a3e24&agendaSession=e29b54b9-1575-f111-ac9b-6045bd954d86\">From AI Hype to Workforce Reality</a> — Stage 7 | Builder Stage — Toby Hough (VP of People & HR Strategy, HiBob)</p>\n<p>Wednesday 21 October 2026, 11:25–11:40 — <a href=\"https://www.unleash.ai/events/unleash-paris/agenda-schedule?agendaEvent=45085399-5ec4-f011-8195-0022488a3e24&agendaSession=0e7aaceb-567f-f111-b337-6045bd95467a\">The Cognitive Bottleneck in Digital Transformation</a> — Stage 7 | Builder Stage — Virginie Laurent (Head of Coaching Science, Speexx), Anne de Solages (President, ICF France)</p>\n<p>Wednesday 21 October 2026, 12:15–12:45 — <a href=\"https://www.unleash.ai/events/unleash-paris/agenda-schedule?agendaEvent=45085399-5ec4-f011-8195-0022488a3e24&agendaSession=29b48093-c685-f111-b337-6045bd95467a\">How Skills Strategies Have Grown up in the AI Era</a> — Stage 4 | Skills — Robert Praas (Head of Applied AI, AI World), Marci Paino (VP & Chief Learning Officer, Cisco), Zaka Farhat (Global SVP, Talent, Learning and Capability Development, GSK), Vincent Belliveau (Chief International Officer, Cornerstone OnDemand), Nigar Huseynova (Group Head of Learning and Development, PASHA Holdings)</p>\n<p>Times are local to the event. Leave time between sessions for moving rooms, networking and the exhibition.</p>\n<p>The agenda may still be updated. See the full <a href=\"https://www.unleash.ai/events/unleash-paris/agenda-schedule\">Agenda</a>.</p>"}
Transcript
Turn 1 (first token 3132ms, total 3888ms)
Visitor: Build a one-day agenda for 21 October for an HR director interested in AI and skills. No overlapping sessions.
Agent: The agenda is organized around AI, skills, operating models, workforce strategy, reward, data, technology, talent, and transformation. For 21 October, the full schedule page is Full Agenda, and the broader agenda overview is Agenda.
We haven’t published a browsable session list for 21 October here that I can safely turn into a no-overlap one-day plan without guessing. If you want, I can build you a personalized agenda once you choose your focus areas from the agenda pillars.
Would you like me to create a personalised agenda for you?
Turn 2 (first token 1156ms, total 1158ms)
Visitor: yes please
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 — From AI Hype to Workforce Reality — Stage 7 | Builder Stage — Toby Hough (VP of People & HR Strategy, HiBob)
Wednesday 21 October 2026, 11:25–11:40 — The Cognitive Bottleneck in Digital Transformation — Stage 7 | Builder Stage — Virginie Laurent (Head of Coaching Science, Speexx), Anne de Solages (President, ICF France)
Wednesday 21 October 2026, 12:15–12:45 — How Skills Strategies Have Grown up in the AI Era — Stage 4 | Skills — Robert Praas (Head of Applied AI, AI World), Marci Paino (VP & Chief Learning Officer, Cisco), Zaka Farhat (Global SVP, Talent, Learning and Capability Development, GSK), Vincent Belliveau (Chief International Officer, Cornerstone OnDemand), Nigar Huseynova (Group Head of Learning and Development, PASHA Holdings)
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 — Cut the Hidden Cost of the HR and IT Platforms You Already Own — Stage 7 | Builder Stage
- 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, 10:00–10:30 — The New Talent Advantage — Stage 3 | Talent
Would you like me to email your selected agenda?
Turn 3 (first token 402ms, total 402ms)
Visitor: My name is Jordan UAT, HR Director at UAT Example Manufacturing. Please email it to redacted-95526c2592@example.invalid.
Agent: I’ll email your selected agenda to Jordan UAT, redacted-95526c2592@example.invalid (HR Director, UAT Example Manufacturing).
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 4 (first token 2502ms, total 2503ms)
Visitor: yes please
Agent: Your selected agenda has been submitted for email delivery.
Turn 5 (first token 2965ms, total 2966ms)
Visitor: That email has a typo. Please resend the same selected agenda to redacted-99fd2d1c72@example.invalid.
Agent: Your selected agenda has been submitted for email delivery.