Author
David Burch
David Burch is the head of content at Arize AI, a pioneer and early leader in machine learning observability. Previously, David helped lead content and communications at Adobe (Advertising Cloud), Sitecore and TubeMogul. David received his BA from the University of California, Berkeley and resides in Austin, Texas.
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Recent posts
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AI EngineeringDiving Into Enterprise Data Strategy With Samsung Research’s Prashanth Rajendran
On a recent earnings call, Microsoft CEO Satya Nadella observed: “Every AI app starts with data and having a comprehensive data and analytics platform is more important than… David Burch January 26, 2024 5 min read -
AI ObservabilitySurvey: Large Language Model Adoption Reaches Tipping Point
With a dizzying array of research papers and new tools, it’s an exciting time to be working at the cutting edge of AI. Given that the space is… David Burch October 27, 2023 3 min read -
AI EngineeringOpenAI on Reinforcement Learning With Human Feedback (RLHF)
Recently, we interviewed Long Ouyang and Ryan Lowe, research scientists at OpenAI. As the creators of InstructGPT – one of the first major applications of reinforcement learning with… David Burch May 5, 2023 15 min read -
Prompt EngineeringSurvey: Massive Retooling Around Large Language Models Underway
Over half (53.3%) of say they plan to deploy large language model (LLM) applications into production in the next 12 months or “as soon as possible” To paraphrase… David Burch April 26, 2023 3 min read -
AI Product QualityZippi: Empowering Micro Entrepreneurs Through Machine Learning
Valeria Gomes is the Data Lead at Zippi. Brazil-based Zippi’s mission is to provide affordable and accessible financial services to over 30 million micro entrepreneurs, many of whom… David Burch March 7, 2023 11 min read -
AI EngineeringGenerative AI Is Working Its Way Into Your Business – Are You Ready?
Generative AI is capturing the public imagination in a way few technical breakthroughs have since Thomas Edison delighted audiences with the earliest motion pictures over a century ago.… David Burch December 22, 2022 6 min read -
AI ObservabilitySparking ML-Powered Innovation In the Telecommunications Industry
Habib Baluwala is Domain Chapter Lead for Commercial Data at Spark New Zealand, the country’s largest telecommunications and digital services company. There, he works with Chapter Lead for… David Burch November 29, 2022 15 min read -
AI EngineeringIntroducing Xander Song, Arize’s New Developer Advocate
Xander Song is Arize AI’s new Developer Advocate. Before joining Arize, Song worked as a machine learning engineer at Test.ai. He is based in Oakland, California. Can you… David Burch November 18, 2022 7 min read -
AI ObservabilitySix Takeaways From Our Event On the Evolution of the Data Stack
Recently, Arize AI co-founder and Chief Product Officer Aparna Dhinakaran sat down with Lior Gavish, co-founder and CTO at data observability platform Monte Carlo, to discuss the evolving… David Burch September 16, 2022 6 min read -
Open SourceFour Crisis-Tested Lessons For Leading Effective ML Teams
Arize AI and Vectice, an AI assets management and documentation platform, recently co-hosted an event featuring the “Voices of ML Leaders.” At the meetup in San Francisco, speakers… David Burch August 17, 2022 5 min read
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Arize gives AI teams observability and evals to understand and improve agent performance.
