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Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage
When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m
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Effective risk management in product development balances safety, compliance, and opportunity. Risks can't be eliminated, but they can be mitigated through structured assessments, clear documentation, and expert guidance. Engaging specialists ensures efficiency, regulatory adherence, and product security while reducing costly oversights. A well-executed risk management plan includes frequent evaluations, defined assessment criteria, and a structured decision-making process.
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