Operadic consistency: a label-free signal for compositional reasoning failures in LLMs

## Episode Summary In this episode, we cover: - **Operadic consistency: a label-free signal for compositional reasoning failures in LLMs** (arXiv) - [Read more](http://arxiv.org/abs/2606.13649v1) - **InterleaveThinker: Reinforcing Agentic Interleaved Generation** (arXiv) - [Read more](http://arxiv.org/abs/2606.13679v1) - **SpatialClaw: Rethinking Action Interface for Agentic Spatial Reasoning** (arXiv) - [Read more](http://arxiv.org/abs/2606.13673v1) - **See What I See, Know What I Think: Dense Latent Communication Across Heterogeneous Agents** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.13594) - **VIA-SD: Verification via Intra-Model Routing for Speculative Decoding** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.12243) --- *Sponsored by LimitLess AI*