The winners of the AGI era will not be the companies with the best model — everyone rents the same models. They will be the companies whose partner ecosystems AI agents can plug into. Here is the five-module build, in order.
A practical guide to turning an MCP server from a developer integration into a partner distribution channel with a useful workflow, permissions, and measurable activation.
Hassabis says we are in the foothills of the singularity. Strip the hype and one operational truth remains: the businesses that win the AGI era will be the ones whose growth runs on systems an agent can execute — starting with partnerships.
Hassabis describes a world where intelligence stops being the limiting factor. In that world, what is scarce? Distribution, trust, and ecosystems. Partner-led growth is how a small company builds all three before the window closes.
AGI does not tweak partner ecosystems — it rewrites how distribution, co-creation, enablement, and revenue sharing work. Here is how the shift plays out, and how founders turn it into a durable moat instead of a threat.
9 min read
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