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Closed Source vs. Open AI Models

Is closed-source AI better than open-source? Depends on for who. Learn how open-source AI enables a more equitable technological future.
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As AI continues to reshape our world at an unprecedented pace, a crucial debate has emerged in the community: should these powerful technologies be kept behind closed doors or opened up to collective innovation? While proponents of closed source AI argue for controlled development and proprietary protection, there's a growing recognition that the future of AI lies in openness, collaboration, and democratized access.

At Hyperbolic, we believe that open source AI represents more than just a development methodology—it's a pathway to ensuring that the benefits of AI are felt by all. By offering the latest open source AI inference models on our accessible decentralized GPU network, we're working to break the powerful capabilities of AI free from the hands of the select few and return AI back to the people.

open source AI isn't just an idealistic vision, but a practical necessity for building a more innovative, ethical, and democratic AI future.

Ethical AI

Admittedly, open source AI is difficult to regulate. When you allow any developer to get their hands on the code of these extraordinarily powerful models that have growing influence on society, there’s no guarantee that they will use it for good. The fear of disinformation and the manipulation of reality for many people is real, as well as fears around the protection of creators’ work being replicated and likenesses being used without consent.

The argument for closed source AI often defaults to a conversation about AI ethics. closed source AI is inherently easier to regulate. Controlled releases mean that consistent testing and safety protocols can be put in place to ensure that deployed models follow ethical standards in safety and copyright adherence. Further, kill switches are more easily maintained in internally controlled code to halt potentially dangerous outcomes.

At the same time, when open source AI models and their training processes are available for public scrutiny, researchers, developers, and ethicists can collectively work to understand, improve, and safeguard these systems. This transparency stands in stark contrast to the "black box" approach of closed source models—where critical questions about bias, safety, and reliability often go unanswered, and we are expected to simply trust that powerful companies have our best interests in mind.

Hyperbolic believes that developing in the open promotes accountability and ethics when it comes to building AI. open source AI models allow the public to moderate their own technologies, giving the power back to the people instead of letting it remain in the opaque hands of those simply looking to make a profit.

Economic Viability

Profit motivates closed source technologies. Gatekeeping code is how technology companies typically stay afloat and fund ongoing research and development that leads to more innovation, including in AI. A strong revenue base can also help attract top talent to advance technology even further.

The successes of companies like Red Hat, MongoDB, and countless others, however, demonstrate that open source technology can still support thriving business ecosystems while remaining collaborative and democratic. The key lies in creating value through services, support, and infrastructure—exactly the model that Hyperbolic employs with our decentralized GPU network and open source AI inference services.

Democratizing Access to AI

Perhaps the most compelling argument for open source AI is its role in democratizing access to these powerful tools. When AI development is concentrated in the hands of a few large corporations, the benefits of this technology remain limited to those who can afford premium pricing or meet strict access requirements. This can create a technological divide that exacerbates existing social and economic inequalities.

open source AI, supported by decentralized infrastructure like Hyperbolic's GPU network, breaks down these barriers. Startups, researchers, and developers from around the world can access, deploy, and customize AI models to solve local problems and drive innovation in their communities. This inclusive approach ensures that AI’s benefits are more equitably distributed.

Going Further Faster by Going Together

The history of technology has consistently shown that open collaboration drives innovation faster than siloed development. Linux, the internet protocols, and countless other open source projects demonstrate how shared knowledge creates a multiplier effect on progress. In AI, this effect is even more pronounced. When researchers can build upon each other's work, verify results, and contribute improvements back to the community, the pace of advancement accelerates dramatically. closed source AI shunts the accelerated progress that collaboration fuels.

Hyperbolic: Champions of Open Source AI

The future of AI should not be controlled by a select few but shared by the many. open source AI, combined with accessible infrastructure, creates a more equitable, innovative, and trustworthy technological future. As we continue to develop and deploy AI systems that will shape our world, embracing openness isn't just an ideological choice—it's a practical necessity for ensuring that AI serves the broader interests of humanity.

By choosing open source AI and supporting the infrastructure that makes it accessible, we can collectively build a future where AI enhances human potential rather than concentrating power. The time to embrace open source AI is now, and together we can ensure its benefits reach every corner of society.

At Hyperbolic, we're committed to building the infrastructure that makes this vision possible. Our decentralized GPU network and open source AI inference services ensure that open source models are not just freely available in theory, but practically accessible to developers, researchers, and organizations of all sizes.

The future of AI is open. Join our community of builders creating an open, accessible, and collaborative AI ecosystem at app.hyperbolic.xyz.

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