Lazy Dynamics
@LazyDynamics
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Probabilistic AI
The Netherlands
Joined July 2023
New Bayesian Structured Time Series example: predicting taco demand during #NeurIPS 2025 ⚡️ Learnable Dynamics 🔢 Non-Conjugacies 🏎️ Blazing Speed https://t.co/t23bDp7Lab
#JuliaLang #BayesianInference #DataScience
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🏆 Best Technical Paper at @iwai_ws! Recasting EFE planning as Variational Inference → sample-efficient Active Inference agents that actually run. Built in RxInfer. Won by @wouterwln. Paper: https://t.co/ybnLLZsdL6 Code: https://t.co/gCGWi0SKAQ
#IWAI2025 #RxInfer #Bayesian
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🚀 We’re open-sourcing Gears.jl — a Julia package for precise task scheduling in simulation environments! ⚙️ Run timed, event-based, or ASAP jobs with flexible schedulers, multiple clocks, and multi-threading. 🔗 https://t.co/7ByKubG8dk
#JuliaLang #OpenSource #Agents
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Recently at @lazydynamics, we needed a fine-grained scheduler, coupled to the machine clock, to build our multi-scale agents. To streamline development, I built `Gears.jl`, available now at https://t.co/bdOIEpBbpw. We chose to make it public, so let me know what you think!
github.com
Contribute to lazydynamics/Gears.jl development by creating an account on GitHub.
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We’re on Discord! 🎧🚀 Moving beyond GitHub discussions—join the new RxInfer server (by @LazyDynamics ) to chat, ask Qs, get updates, and plan hackathons. Jump in: https://t.co/z6TV09yGO9
#RxInfer #BayesianInference #ProbabilisticProgramming
discord.com
Discord is great for playing games and chilling with friends, or even building a worldwide community. Customize your own space to talk, play, and hang out.
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We’re on Discord! You asked for better community engagement around RxInfer & RxInfer Pro—so here it is. Join us for Q&A, updates, hackathons & more. It’s quiet now, but let’s build it together. 📷 https://t.co/z6TV09yGO9
#RxInfer #BayesianInference #ProbabilisticProgramming
discord.com
Discord is great for playing games and chilling with friends, or even building a worldwide community. Customize your own space to talk, play, and hang out.
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In Active Inference, a lot of time is spent on computing Expected Free Energy. What if we could tweak the generative model such that EFE can be minimised with traditional variational inference methods?
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Amazing day in Eindhoven with our research advisor Kevin Murphy! 🧠⚡ Together with @ReactiveBayes, we explored agentic systems & RxInfer - pure research magic! Kevin's insights are already reshaping our future. Thanks for the wisdom & laughs! 🙏 #BayesianGang #RxInfer
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🎉 Kevin Patrick Murphy joins our advisory board! Author of the definitive ML texts that shaped modern probabilistic AI. Excited to have his expertise guide our adaptive AI mission. https://t.co/3gBdq5K0vg
lazydynamics.com
Meet the team behind Lazy Dynamics - experts in Bayesian signal processing, control systems, machine learning, and algorithm design.
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All of it powered by https://t.co/NYt4EizYAO
https://t.co/kxvyQGFDM4
https://t.co/37QzOMZlFD
https://t.co/LqW7iqPawS
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My good friend @mjdramstead just casually dropped one of the clearest explanations of the Free Energy Principle (FEP) I've ever heard. A thread 🧵
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https://t.co/NYt4EizYAO can be powerful for robotics - but requires deep probabilistic programming knowledge. What if there was a simpler way? LLM → RxInfer → Robotics = 𝗖𝘂𝗿𝘀𝗼𝗿 𝗳𝗼𝗿 𝗿𝗼𝗯𝗼𝘁𝗶𝗰𝘀? #RxInfer #Robotics #LLM #CursorForRobotics #AIRobotics
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Great visit with the @bayesgroup in Bremen! 🚀 So many inspiring discussions on dynamic systems & probabilistic methods. Huge thanks to Dmitry Vetrov & the whole team for the warm welcome. Excited for future collaborations! #Collaboration #Innovation #BayesianML
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We’re incredibly proud to share that RxInfer.jl, initially developed by our co-founders, is now a @NumFOCUS Affiliated Project! 🎉
🎉 Big news: RxInfer.jl is now a @NumFOCUS Affiliated Project! Born from PhD research on reactive message passing, it’s now an open-source tool for fast, scalable Bayesian inference — and part of a world-class ecosystem #JuliaLang #BayesianInference #NumFOCUS #OpenSource
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Probabilistic AI that’s fast, scalable, and Python-friendly. We built RxInfer in Julia for blazing speed — and made it easy to use from Python with RxInferServer. Smarter models. Real-time inference. No rewrites. Lets talk https://t.co/KPROt15vlN
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At @LazyDynamics : We’re testing a graphical model builder to speed things up. But here’s the debate: GUI vs Code-first — which should we double down on? GUI = easy onboarding Code = power & scalability What’s your pick? GUIfirst or CodeFirst?
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🚀Behind the scenes at Lazy Dynamics: We are working on Cortex, our future reactive message-passing backend for RxInfer! Designed for fast, reliable, and asynchronous probabilistic inference on edge devices. Ideal for robotics, audio processing, and more. https://t.co/HrnvxT87Dl
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🚀 What do Bayesian inference and skydiving have in common? Both demand trust under uncertainty. Our CTO @bvdmitri used RxInfer to clean up noisy pose estimates from his 500th skydive — showing how probabilistic inference fills the gaps where standard ML fails #Bayes #Skydiving
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