Ali Khoramshahi (3)

 Does Grokipedia Really Solve Wikipedia's Bias Problem?

TL;DR Grokipedia was built to fight Wikipedia's perceived left-wing bias, but my analysis of over 10k of articles reveals a surprising finding: Grokipedia's articles on average actually lean more to the left than Wikipedia, not right. The data shows that while Grokipedia is relatively unbiased…

Claude Code in the Wild: The Good, the Bad

TL;DR Claude Code can route to other models (OpenAI, local Ollama), but it shines most with Anthropic as intended. Local LLMs struggle: agentic tool use plus large context windows demand huge VRAM; even a top-tier consumer GPU (RTX 5090) isn’t enough for complex tasks. OpenAI…

LLM Rapid Prototyping: Local vs On-Cloud Deployment

Like many AI enthusiasts over the past few years, I’ve been experimenting with LLMs, RAG workflows, and comparing various models—including top-tier open-weight models. In this post, I’ll share my experience setting up a local development environment versus a fast-prototyping cloud deployment using infrastructure-as-code. I began…