What do you think is the next biggest thing?
AI, ML, DL37%
Blockchain17%
Robotics / Cobotics15%
Chatbots7%
AR/VR5%
Connected Home3%
5G4%
Quantum Computing9%
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Is your company currently engaged or has your company already completed, a CPQ (configure, price, quote) initiative?
Yes47%
No, but planning to33%
No and not planning to18%
How frequently do you grapple with the intricate task of harmonizing the metrics utilized to gauge the success of AI initiatives with the fundamental aspirations of your organization, bearing in mind the potential pitfalls of Goodhart's Law? -----Goodhart's Law, coined by economist Charles Goodhart, asserts that when a measure becomes a target, it ceases to be a good measure. This principle underscores the complexities of using metrics for evaluation, particularly in AI development.-----
Routinely - Aligning AI metrics with our organizational goals often proves to be a nuanced endeavor, fraught with challenges stemming from the principles elucidated by Goodhart's Law.32%
Occasionally - While I encounter periodic hurdles in aligning metrics with organizational objectives, the implications of Goodhart's Law are not always at the forefront of these challenges.46%
Rarely - The task of aligning AI metrics with organizational objectives is typically straightforward, with minimal consideration given to the potential distortions highlighted by Goodhart's Law.18%
Never - I have not encountered significant difficulties in aligning AI metrics with organizational goals, nor have I encountered issues related to Goodhart's Law.4%
As labor challenges increase robotics is really going to accelerate. Even jobs that require judgement will be replaced by robotics plus AI. The unintended consequences will further reduce the labor participation rate.