Will AI eliminate more jobs than it creates by 2035?
AI and automation could create more jobs than they displace. The bigger challenge is helping millions of workers move into roles requiring different skills and qualifications.
Read more →What does AI competitive advantage mean when everyone has access to the same models?
AI advantage will not come from simply using the latest model. It will come from the data, workflows, governance, infrastructure and operating capabilities built around AI that are harder to replicate.
Read more →🔍 Does AI actually save time or does it just make work "faster"?
In practice, AI often intensifies the workday. Instead of reclaiming time, people use efficiency gains to colonize their remaining "white space"—taking on more tasks and effectively narrowing the gap between working and recovering. This creates a modern Jevons Paradox: as AI makes our time more "efficient," we don't work less; we simply consume that efficiency by increasing the volume and velocity of our output until we hit a wall.
Read more →Are AI tools actually making us more productive at work?
Generative AI is tripling task productivity for some—but not everyone is benefiting equally.
Read more →Would an AI buy flour that costs $0.01 more than the budget?
Quick Answer: Most LLMs wouldn’t — but 92% of humans would.
Read more →Do AI coworkers actually make humans more productive—or just more efficient?
Quick Answer: Yes—AI agents can boost output, but the match between human and AI personality plays a crucial role.
Read more →What’s the future of RPA in 2025 — and how are vendors evolving toward AI agents?
Quick Answer: The RPA market is rapidly shifting from task automation to agentic automation platforms, and your vendor strategy needs to evolve accordingly.
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