Consulting Experimentation Uncertainty 
O'Reilly on Data
MARCH 25, 2025
ML apps needed to be developed through cycles of experimentation (as were no longer able to reason about how theyll behave based on software specs). The skillset and the background of people building the applications were realigned: People who were at home with data and experimentation got involved!
O'Reilly on Data
OCTOBER 13, 2020
AI PMs should consult with Trust & Safety and Security teams to combine the best principles and technical solutions with existing AI product functionality. In some specific domains—such as financial services or medicine—no easy technical solutions exist.
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CIO Business Intelligence
SEPTEMBER 12, 2022
Prioritize time for experimentation. It requires bold bets and a willingness to persevere despite setbacks, criticism, and uncertainty,’’ wrote McKinsey senior partners Laura Furstenthal and Erik Roth in a recent blog post. “By Iliya Rybchin, partner, Elixirr Consulting. Elixirr Consulting.
CIO Business Intelligence
SEPTEMBER 6, 2023
If care is not taken in the intake process, there could be huge risks if that security scheme or other info are inadvertently pushed to generative AI, says Jim Kohl, Devops Consultant at GAIG. Best practices and education Currently, there are no established best practices for leveraging AI in software development.
CIO Business Intelligence
SEPTEMBER 19, 2023
How can enterprises attain these in the face of uncertainty? Rogers: This is one of two fundamental challenges of corporate innovation — managing innovation under high uncertainty and managing innovation far from the core — that I have studied in my work advising companies and try to tackle in my new book The Digital Transformation Roadmap.
CIO Business Intelligence
JANUARY 2, 2024
CIOs are readying for another demanding year, anticipating that artificial intelligence, economic uncertainty, business demands, and expectations for ever-increasing levels of speed will all be in play for 2024. Chris Bowers,CIO of Boston Consulting Group, puts it this way: “In 2024, we’re going to go after generative AI very aggressively.
CIO Business Intelligence
JULY 31, 2023
Douglas Merrill, a partner at management consulting firm McKinsey & Co., No good guidance yet As CIOs seek to bring control and risk management to technology that’s generating widespread interest and plenty of experimentation, they’re doing so without pre-existing guidance and support. There’s a lot of uncertainty.
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