AI Pricing Shifts, Security Risks, and Efficiency Metrics
GitHub Copilot's usage-based pricing signals the end of subsidized AI, forcing organizations to audit inference costs and rethink build-versus-buy strategies. Meanwhile, high-profile data destruction incidents highlight the critical need for agent harnesses and scoped permissions. Leaders must also pivot from token maxing to outcome-based metrics to ensure sustainable AI adoption and measurable business impact.