When AI Disruption Never Ends
Your AI roadmap is obsolete before launch. Product leaders are shipping features only to watch them get leapfrogged by cheaper alternatives within weeks.
Why it matters
As frontier models advance at accelerating pace, product teams face a new professional challenge: how to build and ship when the foundation beneath your work is constantly shifting. This is a workforce and organizational adaptation story, not a technical one.
The key facts
9 to knowScenario: product team's 6-week AI workflow build leapfrogged by cheaper/faster alternative
Slack announcement pattern indicates rapid model release velocity
Impact is organizational/professional: how product leaders plan, prioritize, and ship
MIT Sloan publication suggests commentary/analysis rather than breaking news
Six-week development cycle rendered obsolete by model release
Slack-driven discovery of disruption (team learning via social feed, not roadmap)
Cheaper/faster alternative replaces planned workflow mid-development
Recurring pattern ('Again') suggests systemic workplace challenge
Source: MIT Sloan (likely opinion/analysis piece, not breaking news)
Go to the source
MIT Sloan Management Reviewsloanreview.mit.edu
Publisher excerpt: Phil Bliss/theispot.com A vice president of product opens her laptop on a Monday morning to find that the AI model her team had worked with for the past six weeks to build a customer workflow has been leapfrogged by a cheaper, faster alternative. Again. Her Slack feed is blowing up with links to…