The 10-year horizon is where most predictions go wrong and most founders stop planning. But understanding the structural shifts in how knowledge work gets done — and who (or what) does it — may be the highest-leverage intellectual exercise for any founder operating today.
What Work Looks Like in 10 Years: A Founder's Survival Guide
Soren Lund has spent 15 years advising institutions and governments on technology transition — and he's notably skeptical of both techno-utopian and techno-doomer framings of the AI transition. His framework centers on what he calls 'capability absorption rate': how quickly organizations can actually integrate new technological capabilities into their operating models.
In this episode, Soren maps out three plausible 10-year scenarios for the future of knowledge work, ranging from augmented human teams to near-full cognitive automation for certain job categories. For each scenario, he identifies the strategic positions that will compound in value — and the positions that will erode.
The most provocative segment: Soren's argument that the biggest beneficiaries of AI in the next decade won't be AI companies, but rather small, agile operators who can adopt capabilities faster than large incumbents can navigate their own institutional inertia. The founder with 10 employees who fully integrates AI into their workflow will outpace the enterprise with 10,000 employees still running change management committees.
Horizon Signal's research is available at horizonsignal.io. The FounderBrief future-tech coverage referenced is at founderbrief.xyz/category/future-tech.