Noumenal Labs
@noumenal-labs.bsky.social
Collective Superintelligence at Scale
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Noumenal Labs
@noumenal-labs.bsky.social
· Jan 20
HOME | Noumenal Labs
www.noumenal.ai
Now hiring! Introducing Noumenal Labs (www.noumenal.ai), a new deep tech company focusing on multiscale, multimodal time series modeling, object-centered causal physics discovery, continual learning, and energy-based architectures 1/5
Reposted by Noumenal Labs
New blog post by @noumenal-labs.bsky.social : “Designing machine intelligence that can reason by analogy”:
www.noumenal.ai/post/designi...
www.noumenal.ai/post/designi...
Designing machine intelligence that can reason by analogy
Inspired by neural reuse and reassembly, we consider key design features that unlock the ability for AI to reason by analogy and by metaphor
www.noumenal.ai
March 17, 2025 at 3:59 PM
New blog post by @noumenal-labs.bsky.social : “Designing machine intelligence that can reason by analogy”:
www.noumenal.ai/post/designi...
www.noumenal.ai/post/designi...
Reposted by Noumenal Labs
I’m happy to share the new @noumenal-labs.bsky.social preprint, “Dynamic Markov blanket detection for macroscopic physics discovery,” by Jeff Beck and me
arxiv.org/abs/2502.21217
Here’s a thread!
1/16
arxiv.org/abs/2502.21217
Here’s a thread!
1/16
Dynamic Markov Blanket Detection for Macroscopic Physics Discovery
The free energy principle (FEP), along with the associated constructs of Markov blankets and ontological potentials, have recently been presented as the core components of a generalized modeling metho...
arxiv.org
March 10, 2025 at 4:46 PM
I’m happy to share the new @noumenal-labs.bsky.social preprint, “Dynamic Markov blanket detection for macroscopic physics discovery,” by Jeff Beck and me
arxiv.org/abs/2502.21217
Here’s a thread!
1/16
arxiv.org/abs/2502.21217
Here’s a thread!
1/16
New blog post by @noumenal_labs: “Filling the gaps in active inference”: www.noumenal.ai/post/filling...
Here’s the tl;dr:
In this blog post, we discuss key gaps in state-of-the-art applications of active inference in artificial intelligence — and how Noumenal Labs is working to fill them 1/7
Here’s the tl;dr:
In this blog post, we discuss key gaps in state-of-the-art applications of active inference in artificial intelligence — and how Noumenal Labs is working to fill them 1/7
Filling the gaps in active inference
Here we discuss key gaps in SOTA applications of active inference in AI - and how Noumenal Labs is working to fill them.
www.noumenal.ai
March 6, 2025 at 3:06 PM
New blog post by @noumenal_labs: “Filling the gaps in active inference”: www.noumenal.ai/post/filling...
Here’s the tl;dr:
In this blog post, we discuss key gaps in state-of-the-art applications of active inference in artificial intelligence — and how Noumenal Labs is working to fill them 1/7
Here’s the tl;dr:
In this blog post, we discuss key gaps in state-of-the-art applications of active inference in artificial intelligence — and how Noumenal Labs is working to fill them 1/7
We discuss data prediction versus data explanation in the design of artificial intelligence — and why we think AI agents should be designed to behave like curious scientists: www.noumenal.ai/post/why-ai-...
Why AI should reason like a scientist
by Noumenal LabsThe tl;dr • Generative AI and large language models (LLMs) feature feedforward architectures based on the diffusion model and on the transformer architecture. They have yielded excitin...
www.noumenal.ai
February 6, 2025 at 5:55 PM
We discuss data prediction versus data explanation in the design of artificial intelligence — and why we think AI agents should be designed to behave like curious scientists: www.noumenal.ai/post/why-ai-...
First blog post by Noumenal Labs on the “DeepSeek moment”: www.noumenal.ai/post/the-dee...
The “DeepSeek moment”
by Noumenal LabsThe tl;dr • A single monolithic generalist artificial intelligence (AI) model trained on publicly available data is easily dethroned. A business model that is based upon fitting a sin...
www.noumenal.ai
January 30, 2025 at 9:50 PM
First blog post by Noumenal Labs on the “DeepSeek moment”: www.noumenal.ai/post/the-dee...
Now hiring! Introducing Noumenal Labs (www.noumenal.ai), a new deep tech company focusing on multiscale, multimodal time series modeling, object-centered causal physics discovery, continual learning, and energy-based architectures 1/5
HOME | Noumenal Labs
www.noumenal.ai
January 20, 2025 at 8:11 PM
Now hiring! Introducing Noumenal Labs (www.noumenal.ai), a new deep tech company focusing on multiscale, multimodal time series modeling, object-centered causal physics discovery, continual learning, and energy-based architectures 1/5