AI is expected to be as impactful as previous technological advancements like mobile technology, open-source back-ends, and cloud computing, making it essential for startups to leverage these tools.

Most AI applications in businesses will come from external software providers rather than being built in-house, as many functions are considered context rather than core to the business.

Companies are moving away from renting AI solutions and prefer to own and control their models, seeking flexibility and the ability to implement complex systems.

Open source models are essential for ensuring that AI achieves its full economic potential, as they allow for broader access and innovation in AI technologies.

AI is a general-purpose technology that requires specialization for different industries and companies.

AI is a general-purpose technology that fundamentally changes how we build software and use machines, similar to the internet.

The AI research community generally favors openness, as it aligns with both broad interests and individual goals of researchers and companies.

AI is fundamentally changing the accessibility, speed, and economics of software creation, making it easier for both experienced and novice coders to develop applications.

AI will lead to more verticalization of software, allowing for precise configurations tailored to specific industries and needs.