**Setting the Frontier of Aging Biology with Liquid Foundation Models**  
SEP 17, 2026

- [Designing Loops for Production-Grade Work](/content/blog/agent-loops/index.html) - 08.18.2026  
- [Tokenizer Expansion: Upgrading a Model's Tokenizer in Place](/content/blog/tokenizer-expansion/index.html) - 07.21.2026  
- [Reducing Doom Loops with Final Token Preference Optimization](/content/blog/antidoom/index.html) - 07.07.2026  
- [IFStruct: Measuring structured-output compliance](/content/blog/ifstruct-v1.0) - 06.30.2026  
- [Exploring Diffusion Transformer Designs via Grafting](/content/blog/exploring-diffusion-transformer-designs-via-grafting/index.html) - 06.12.2025  
- [How Effectively Does a Model Use Its Memory](/content/blog/how-effectively-does-a-model-use-its-memory/index.html) - 04.27.2025  
- [Convolutional Multi-Hybrids for Edge Devices](/content/blog/convolutional-multi-hybrids-for-edge-devices/index.html) - 04.24.2025  
- [Automated Architecture Synthesis via Targeted Evolution](/content/blog/automated-architecture-synthesis-via-targeted-evolution/index.html) - 12.01.2024  
- [From Liquid Neural Networks to Liquid Foundation Models](/content/blog/liquid-neural-networks-research/index.html) - 09.29.2024