[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]  0xilhan [@0xilhan](/creator/twitter/0xilhan) on x 1853 followers Created: 2025-07-21 00:24:44 UTC In a world where artificial intelligence (AI) is increasingly shaping our future, the question of balancing openness, accountability and monetization in AI development has never been more critical. This is where @SentientAGI is redefining the boundaries of artificial general intelligence (AGI) with its innovative OML (Open, Monetizable and Loyal) framework, cutting-edge Fingerprinting technology and the Sentient Protocol. By open-sourcing its work, SentientAGI is not only challenging the traditionally closed-source approach to AI development, but also setting a bold example for community-driven, transparent and ethical AI. The OML framework, which stands for Openness, Monetizability and Loyalty, is a revolutionary approach that harmonizes the advantages of open source and closed source AI development. Unlike traditional models that prioritize unfettered access at the expense of accountability or lock innovation behind proprietary walls, OML strikes a delicate balance. It ensures that AI models are accessible to communities, financially sustainable for creators, and aligned with the ethical and operational goals of their owners. 🌟Openness: OML models are designed to be as transparent and accessible as possible, which is in line with the spirit of open source, which accelerates progress by encouraging knowledge sharing. 🌟Attributability: By requiring user permission for model execution, OML enables model owners to generate consistent revenue. This maintains financial sustainability while encouraging creators to continue developing high-quality models. 🌟Loyalty: OML models are loyal to the values and policies of their owners. Through mechanisms such as Fingerprinting, owners can restrict usage to prevent abuse and ensure that models are used in accordance with their vision. These three core principles make OML an attractive framework for the future of AI, meeting the needs of creators, users and communities at the same time. But what makes SentientAGI different is the way it brings this vision to life with Fingerprint and the Sentient Protocol. One of the most groundbreaking elements in SentientAGI's work is Fingerprinting technology. This innovative training approach embeds unique identifiers into AI models during fine-tuning that cannot be detected. These ‘fingerprints’ allow model owners to prove ownership and verify usage, without any negative impact on performance. This innovation fills a critical gap in the AI ecosystem: a lack of transparency and accountability. Before Fingerprint technology, users could not reliably know which models supported the applications they used, while owners struggled to detect unauthorized use or theft. Fingerprint provides confidence and clarity by revealing the underlying model with a simple query. For example, if a model is suspected of unauthorized use, a verifier can authenticate it with a fingerprint query. This not only protects model owners, but also enables users to make informed decisions about the AI systems they interact with. To me, Fingerprinting is a game-changing innovation. It offers a level of accountability that is missing in AI development. By providing the ability to monitor and verify model usage, SentientAGI is laying the foundation for an AI ecosystem where trust is at the forefront. This is especially vital in a world where AI is becoming more integrated in sensitive areas such as healthcare, finance and governance, where misuse can have serious consequences.  XXX engagements  **Related Topics** [stocks technology](/topic/stocks-technology) [agi](/topic/agi) [coins ai](/topic/coins-ai) [artificial](/topic/artificial) [$ai4](/topic/$ai4) [$issc](/topic/$issc) [Post Link](https://x.com/0xilhan/status/1947090331645685988)
[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]
0xilhan @0xilhan on x 1853 followers
Created: 2025-07-21 00:24:44 UTC
In a world where artificial intelligence (AI) is increasingly shaping our future, the question of balancing openness, accountability and monetization in AI development has never been more critical. This is where @SentientAGI is redefining the boundaries of artificial general intelligence (AGI) with its innovative OML (Open, Monetizable and Loyal) framework, cutting-edge Fingerprinting technology and the Sentient Protocol. By open-sourcing its work, SentientAGI is not only challenging the traditionally closed-source approach to AI development, but also setting a bold example for community-driven, transparent and ethical AI. The OML framework, which stands for Openness, Monetizability and Loyalty, is a revolutionary approach that harmonizes the advantages of open source and closed source AI development. Unlike traditional models that prioritize unfettered access at the expense of accountability or lock innovation behind proprietary walls, OML strikes a delicate balance. It ensures that AI models are accessible to communities, financially sustainable for creators, and aligned with the ethical and operational goals of their owners. 🌟Openness: OML models are designed to be as transparent and accessible as possible, which is in line with the spirit of open source, which accelerates progress by encouraging knowledge sharing. 🌟Attributability: By requiring user permission for model execution, OML enables model owners to generate consistent revenue. This maintains financial sustainability while encouraging creators to continue developing high-quality models. 🌟Loyalty: OML models are loyal to the values and policies of their owners. Through mechanisms such as Fingerprinting, owners can restrict usage to prevent abuse and ensure that models are used in accordance with their vision.
These three core principles make OML an attractive framework for the future of AI, meeting the needs of creators, users and communities at the same time. But what makes SentientAGI different is the way it brings this vision to life with Fingerprint and the Sentient Protocol. One of the most groundbreaking elements in SentientAGI's work is Fingerprinting technology. This innovative training approach embeds unique identifiers into AI models during fine-tuning that cannot be detected. These ‘fingerprints’ allow model owners to prove ownership and verify usage, without any negative impact on performance. This innovation fills a critical gap in the AI ecosystem: a lack of transparency and accountability. Before Fingerprint technology, users could not reliably know which models supported the applications they used, while owners struggled to detect unauthorized use or theft. Fingerprint provides confidence and clarity by revealing the underlying model with a simple query. For example, if a model is suspected of unauthorized use, a verifier can authenticate it with a fingerprint query. This not only protects model owners, but also enables users to make informed decisions about the AI systems they interact with. To me, Fingerprinting is a game-changing innovation. It offers a level of accountability that is missing in AI development. By providing the ability to monitor and verify model usage, SentientAGI is laying the foundation for an AI ecosystem where trust is at the forefront. This is especially vital in a world where AI is becoming more integrated in sensitive areas such as healthcare, finance and governance, where misuse can have serious consequences.
XXX engagements
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