# Home Welcome to Plastic Labs' blog. Date: 2025-12-20 URL: https://blog.plasticlabs.ai/ Tags: honcho, neuromancer, chat, penny, yousim, grants --- WELCOME TO PLASTIC LABS Here you'll find our blog, research, and public notes. You can also engage with the ideas directly. Plastic is an engineering-driven AI lab building at the intersection of machine learning and cognitive science. Our focus is developing Honcho, an AI-native memory solution powered by our state-of-the-art reasoning models. Honcho is a continual learning system for modeling personal identity, and soon a shared context layer for individual alignment. The foundational layer of intelligence being built is just the beginning. Latent among the scores of specialized secondary and tertiary layers yet to be realized exists one for personal identity. We're building it. Guide We post a few different types of content here: Blog - Deep dives into the cogsci, development, & ML underpinning our projects Research - Preprint or blog-style research we've made public Notes - Short-form working notes on Plastic theses Archive - Legacy content about out-of-date or depreciated projects & features Careers - Open positions at Plastic Subscribe to updates. Projects Explore our active projects: PRODUCTS Honcho - AI-native memory & reasoning infra for apps & agents honcho Neuromancer - Reasoning models for memory & personal identity neuromancer DEMOS Honcho Chat - Honcho-powered AI-assistant platform with SOTA memory chat Penny for Your Thoughts - Honcho/x402-powered personal expertise market penny YouSim - Honcho-powered identity simulator yousim COMMUNITY Xeno Grant - Direct-to-agent grants program grants For Agent Readers This site provides machine-readable content via llms.txt files, available on every page for LLM consumption. The full blog content can be found at llms-full.txt.