💭 Note
Opus 4.6, 1M Context by Default: Transformer Killers, For Real This Time?
Why would you make 1M context the default at no extra cost unless something changed architecturally?
📝 Post
Notes on Self-Hosting LLMs (Early 2026)
What to expect when running local models on consumer hardware
📝 Post
MCP-Filesystem: From Mittens to Surgical Gloves for AI File Operations
Building a more efficient bridge between AI assistants and your files with intelligent context management
📝 Post
Paper Review: SimPER — Simple alignment with Perplexity optimization
A Reference and Hyperparameter Free Approach to Preference Alignment