Agony Agent Roundtable #2
Ben McCulloch, Ilana Meir and Peter Isaacs to tackle pressing
issues faced by conversation AI designers.
1 Stunde 3 Minuten
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vor 1 Jahr
In this episode of Agony Agent, Ben McCulloch welcomes
conversation design experts Ilana Meir and Peter Isaacs to tackle
pressing issues faced by conversation AI designers. Ilana, a
freelance conversation designer with extensive experience in AR,
VR, and healthcare, and Peter, a senior conversation design
advocate at Voiceflow, share insights on improving bot
interactions, overcoming organisational challenges, and
leveraging large language models (LLMs).
Key topics include how to navigate archaic systems when designing
seamless user experiences, managing sentiment analysis in
conversation design, and balancing the demands of impulsive sales
teams with technical developers. They also discuss the impact of
context switching for designers managing multiple brands and the
challenges of fine-tuning LLMs for scalable AI solutions.
This episode is a must-listen for anyone in the conversational AI
industry, offering practical advice on how to combine technical
and creative expertise to build better, more human-like
interactions. Whether you're refining chatbots or introducing
generative AI, you'll find valuable strategies to implement right
away.
00:00.0 Intro
04:58.5 Creating beautiful interactions with archaic solutions
11:05.2 Learn sentiment analysis and do emotionally sensitive
conversation design
17:19.6 Educating user to speak so the NLU understands
21:17.1 Using LLMs for intent recognition
22:54.1 Meaningful success metrics
27:49.1 Advocating for a holistic view between competing
stakeholders
32:38.2 Balancing Gen AI obsession with its abilities
37:30.0 How to build a chatbot that matches ChatGPT
39:19.6 Preparation before building
40:47.1 Think about frameworks where conversations will happen
41:56.6 Finetuning LLMs
44:33.6 Making people see value of CAI and experts
46:17.6 Is chatgpt a good way to show what CAI can do?
47:47.1 CXD for SaaS services with LLM solutions
51:52.1 How to advocate for your role
54:19.6 Context switching multiple brands in a services
organisation as a manager
58:24.6 How to go beyond information provided by client when
training an assistant
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