- A new “choose-your-own-adventure” LLM wiki interface was shared (tweet by @dev_valladares), illustrating an experimental way to navigate and co-author knowledge graphs with language models.  
- ArXiv pre-print “On-demand synthesis of probabilistic models” (2507.12547) was highlighted as a method for generating bespoke probabilistic programs at runtime.  
- Mistral’s open-source “Voxtral” speech-recognition model was noted; discussion centered on its language coverage—Dutch is supported, Russian is not—prompting debate about what counts as “world’s most widely used languages.”  
- A concise, literate-Haskell implementation of the transformer attention mechanism was posted (HaskeLLM/trainLLM.hs, line 1564) as a reference for functional-programming enthusiasts.  
- The exTEM technique (ACS Nano 2022) was spotlighted: expansion microscopy + TEM + immunogold labeling that “decrowds” synaptic tissue to map protein nanostructure in situ at nanometer resolution.  
- A Nature Biotechnology paper (2025) on “Lipid nanoparticle screening in non-human primates with minimal loss of life” was circulated as a practical route to safer, higher-throughput in-vivo LNP optimization.  
- A Nature study (2025) proposing “Mitochondrial origins of the pressure to sleep” sparked speculation about whether mitochondrial metabolic states directly drive human sleep homeostasis.  
- Community members floated inviting the Four Thieves Vinegar Collective founder to future “h+” gatherings, citing his open-source medical-hardware ethos as a natural fit for the channel’s interests.