Adversarial collaborations will share the bare minimum.
Adversarial collaborations happen when the two collaborators don't trust each other.
They share the bare minimum, just to be safe.
This creates a very thin thread of information flow.
This makes it unlikely to have unexpected downside…
… but also make it very unlikely to have unexpected upside.
This is one of the reasons that high-trust contexts can discover great ideas.
They're default collaborative, happy to share information.
And the more information that is shared, the more likely you are to find a great new combination in it, or discover relevant disconfirming evidence.
You can make some contexts higher-trust by having a rigorous system in place.
For example, societies with rigorous contract law and enforcement are significantly more innovative.
Participants can default-trust each other and collaborate in a positive-sum way.
If you have the right laws of physics to allow a default-collaborative system, it can innovate significantly faster than other systems.