Eye On A.I.

Fred Laluyaux, CEO and co-founder of Aera Technology, dives into the transformative power of Decision Intelligence (DI) and AI agents in modern enterprises. He highlights how organizations are shifting from traditional methods to systems that autonomously sense, decide, and act. Laluyaux discusses the core components of a Decision Intelligence stack, the importance of decision memory, and the metrics that matter for measuring impact. He also touches on the challenges of adoption and building trust in data, positioning DI as the backbone of self-driving businesses.

Jacob Buckman, an AI researcher and co-founder of Manifest AI, discusses rethinking AI memory and context. He explores the limitations of current transformers with long inputs, introducing the Power Retention model that offers efficient context management. Jacob explains how this new architecture enhances recall and reduces the need for frequent fine-tuning. He also touches on practical applications, such as retrieval agents and the potential for personal AIs that remember user context over time, while emphasizing the importance of open-sourcing this groundbreaking technology.

Ryan Kolln, CEO of Appen, discusses the critical role of human evaluation in training AI models. He explains why traditional benchmarks fall short, emphasizing the need for user-centered measures. Kolln highlights how curated human evaluators provide richer insights than random feedback, ensuring AI's cultural relevance through localized data. He also covers the evolution from supervised learning to large language model evaluations, and the synergy between AI evaluators and human annotators in enhancing quality control and model performance.

In this discussion, Jeff Lunsford, CEO of Tealium and an expert in customer data, delves into how agentic AI will revolutionize digital interactions. He highlights the importance of real-time first-party data for AI models, emphasizing privacy and consent across channels. Lunsford explains the concept of agentic commerce, predicting a dramatic increase in digital engagements by 2030. He also discusses the need for businesses to build 'agentic front doors,' embedding governance and compliance into AI processes to ensure safe and effective transactions.

Yeop Lee, Head of Product at Coxwave, shares insights on the Align analytics platform that evaluates conversational AI. He discusses moving beyond traditional accuracy metrics to focus on user satisfaction and task completion. Yeop explains how Align combines LLM-based judgments with human reviews and highlights the importance of continuous evaluation across high-volume conversations. He also talks about the platform's flexibility with deployment options and how it differentiates itself through personalized analytics and market adaptability.

In this engaging conversation, Fergal Reid, Chief AI Officer at Intercom and a PhD in machine learning, discusses the challenges of traditional chatbots and introduces Finn, an advanced AI agent designed for customer support. He explains how Finn handles complex tasks like refunds and returns while seamlessly integrating with existing systems. Fergal also highlights the importance of metrics like resolution rate and offers insights on effectively onboarding AI solutions. Their approach balances configuration with a standardized core, ensuring reliability across multiple communication channels.

Bhaskar Roy, a seasoned product leader at Workato, discusses the evolution of the agentic enterprise. He reveals how organizations can shift from AI experiments to effective implementations, emphasizing governance and security. The conversation dives into Workato's solutions, like Workato Go, which integrates AI agents seamlessly into daily operations. Bhaskar shares insights on defining KPIs for agents, preventing sprawl, and optimizing software usage. He predicts rapid adoption of these technologies, urging businesses to prioritize long-term strategies for success.

In this discussion, Greg Shewmaker, CEO of R.Potential and a pioneer in digital workforce solutions, shares insights on integrating agentic AI into enterprises. He emphasizes the importance of a partnership between humans and AI, detailing how to avoid common pitfalls in AI adoption. Greg advocates for agile experimentation through spin-outs to quickly adapt to evolving technologies. He also introduces the concept of a Chief Potential Officer to enhance workforce profiling, highlighting that successful AI implementation hinges on C-suite leadership and strategic planning.

Peeyush Ranjan, a former Google technologist and co-founder of Neurix, dives into the cutting-edge world of voice AI. He explains why voice technology is the toughest challenge in AI, addressing latency issues and the need for human-like interaction. Peeyush highlights Neurix's proprietary models that support seamless dialogue and multilingual capabilities. He discusses the integration of voice agents into enterprise systems, trust challenges in replacing IVRs, and the future of customer support with intelligent conversations.

Naveen Jain, a serial entrepreneur and CEO of Viome, discusses his journey into healthcare after a family loss to pancreatic cancer. He reveals how AI and RNA sequencing are being harnessed to predict chronic diseases like cancer and diabetes. Jain explains why RNA is a superior health indicator compared to DNA and describes Viome’s innovative approach to analyzing microbiomes for early disease detection. He emphasizes the potential of asking the right questions to drive innovation and shares insights on personalized health interventions.