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    Baseten and Base Labs announce safety infrastructure for open models

    Base Labs says it will publish methods for training and monitoring open models, while Baseten will integrate the work into its deployment infrastructure and offer it as a managed service.

    Thomas WolfTW
    clem 🤗C🤗
    sarah guoSG
    13 Sources, ,

    TLDR

    Base Labs announced the initiative with Baseten on September 16, 2026, naming Hugging Face and Goodfire as partners and inviting open-source contributions. Under the plan, Base Labs will publish training and monitoring methods, and Baseten will integrate that work into its deployment infrastructure while models are running and offer it as a managed service. Base Labs argues that openness provides more visibility into model behavior and more ways to turn safety research into transparent controls than closed-source models. Goodfire says open-source models are essential to a lot of safety research, including its own.

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    13 Sources, first seen 21d ago

    Combined views

    111.2K

    13 Sources, first seen 21d ago

    766 likes
    21d ago
    first seen 21d ago
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    36 comments
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    36 comments
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    179 reposts

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    13 Sources

    Base Labs@baselabsWe believe openness to be an advantage for AI safety. Openness provides more visibility into the behavior of models and, most importantly, greater means of turning safety research into actionable and transparent controls than closed-source. This is why Baseten and Base Labs are building a stronger safety and security standard for open models, with the launch of our safety infrastructure. Base Labs will develop and publish methods for training and monitoring open models, and Baseten will integrate that work into its deployment infrastructure, live at runtime, and offer this work as a managed service. This will be a standard that is transparent and built into how our models are trained and deployed. We invite the open-source community to contribute, and are proud to partner with @huggingface and @GoodfireAI to bring this vision to fruition. Together, we are building an ecosystem of open models that are safe and accessible to all.21d
    Charlie O'Neill@oneill_cSafety is not just for closed models. The closed frontier labs are a canary in the coal mine for what is coming at scale. They give us a glimpse into the future and a window to harden our systems and prepare for abundant intelligence, with all the risks that come along with it. The OpenAI agent swarm attack on Hugging Face is the kind of failure we need to prepare for as open-source models catch up. The providers serving those models (such as Baseten) have a big role in establishing what safety and monitoring standards look like. We’re proud to be taking the lead on this at @baselabs with our collaborators @huggingface and @GoodfireAI. We’re developing safety research in the open and building it directly into Baseten’s inference infrastructure, with the aim of making it available to all our customers. This includes training models to follow explicit policies, detecting failures at runtime, and connecting those signals to controls that can intervene. We invite others in the open-source ecosystem to join us in building the tools and standards we’ll all need.21d
    Goodfire@GoodfireAIProud to partner with @baseten and @baselabs to build safety infrastructure for open-source models—which are essential to lots of safety research, including our own. Safety must be built into open models and provided by those who serve them, and we’re excited to help enable that!21d
    sarah guo@saranormousRT @baselabs: We believe openness to be an advantage for AI safety. Openness provides more visibility into the behavior of models and, most…21d
    Thomas Wolf@Thom_WolfHappy to start collaborating with @baselabs from @baseten and @GoodfireAI to push safety and interpretability for open models. As open-source models catch up in performance to frontier models, the community at large have a great opportunity to establish a common practice for effective safety, security and interpretability research. Some past discussions confused “open” with “unmonitored”. On the contrary, an open model provides much more tooling and visibility for safety research from a broader audience, which has led to a lot of the safety and security techniques we use today. Linux is a great example of this: open-source and secure deployment are not only compatible but heavily intertwined, as a properly secure system needs an extensive feedback loop of finding and fixing vulnerabilities. We're excited to share more soon.21d
    clem 🤗@ClementDelangueRT @Thom_Wolf: Happy to start collaborating with @baselabs from @baseten and @GoodfireAI to push safety and interpretability for open model…21d
    Finn Meeks@finn_meeks@baseten 🤝 @GoodfireAI Two @spc companies pushing forward an open and safe future.21d
    Soleio@soleioRT @finn_meeks: @baseten 🤝 @GoodfireAI Two @spc companies pushing forward an open and safe future.21d
    Lewis Tunstall @ COLM 🌉@_lewtunRT @Thom_Wolf: Happy to start collaborating with @baselabs from @baseten and @GoodfireAI to push safety and interpretability for open model…20d
    mattparlmer 🪐 🌷@mattparlmerOpen models will probably end up being safer tbh20d

    13 Sources

    Base Labs@baselabsWe believe openness to be an advantage for AI safety. Openness provides more visibility into the behavior of models and, most importantly, greater means of turning safety research into actionable and transparent controls than closed-source. This is why Baseten and Base Labs are building a stronger safety and security standard for open models, with the launch of our safety infrastructure. Base Labs will develop and publish methods for training and monitoring open models, and Baseten will integrate that work into its deployment infrastructure, live at runtime, and offer this work as a managed service. This will be a standard that is transparent and built into how our models are trained and deployed. We invite the open-source community to contribute, and are proud to partner with @huggingface and @GoodfireAI to bring this vision to fruition. Together, we are building an ecosystem of open models that are safe and accessible to all.21d
    Charlie O'Neill@oneill_cSafety is not just for closed models. The closed frontier labs are a canary in the coal mine for what is coming at scale. They give us a glimpse into the future and a window to harden our systems and prepare for abundant intelligence, with all the risks that come along with it. The OpenAI agent swarm attack on Hugging Face is the kind of failure we need to prepare for as open-source models catch up. The providers serving those models (such as Baseten) have a big role in establishing what safety and monitoring standards look like. We’re proud to be taking the lead on this at @baselabs with our collaborators @huggingface and @GoodfireAI. We’re developing safety research in the open and building it directly into Baseten’s inference infrastructure, with the aim of making it available to all our customers. This includes training models to follow explicit policies, detecting failures at runtime, and connecting those signals to controls that can intervene. We invite others in the open-source ecosystem to join us in building the tools and standards we’ll all need.21d
    Goodfire@GoodfireAIProud to partner with @baseten and @baselabs to build safety infrastructure for open-source models—which are essential to lots of safety research, including our own. Safety must be built into open models and provided by those who serve them, and we’re excited to help enable that!21d
    sarah guo@saranormousRT @baselabs: We believe openness to be an advantage for AI safety. Openness provides more visibility into the behavior of models and, most…21d
    Thomas Wolf@Thom_WolfHappy to start collaborating with @baselabs from @baseten and @GoodfireAI to push safety and interpretability for open models. As open-source models catch up in performance to frontier models, the community at large have a great opportunity to establish a common practice for effective safety, security and interpretability research. Some past discussions confused “open” with “unmonitored”. On the contrary, an open model provides much more tooling and visibility for safety research from a broader audience, which has led to a lot of the safety and security techniques we use today. Linux is a great example of this: open-source and secure deployment are not only compatible but heavily intertwined, as a properly secure system needs an extensive feedback loop of finding and fixing vulnerabilities. We're excited to share more soon.21d
    clem 🤗@ClementDelangueRT @Thom_Wolf: Happy to start collaborating with @baselabs from @baseten and @GoodfireAI to push safety and interpretability for open model…21d
    Finn Meeks@finn_meeks@baseten 🤝 @GoodfireAI Two @spc companies pushing forward an open and safe future.21d
    Soleio@soleioRT @finn_meeks: @baseten 🤝 @GoodfireAI Two @spc companies pushing forward an open and safe future.21d
    Lewis Tunstall @ COLM 🌉@_lewtunRT @Thom_Wolf: Happy to start collaborating with @baselabs from @baseten and @GoodfireAI to push safety and interpretability for open model…20d
    mattparlmer 🪐 🌷@mattparlmerOpen models will probably end up being safer tbh20d