When Fine-Tuning Actually Wins
Most companies shouldn't fine-tune first. But there are specific cases — cost, security, privacy, moat — where prompting and RAG quietly lose. Here is the honest map.
11 May, 2026 · 4 min →
Tag: ai
All tags →All notes with the tag "ai".
Small Models, Serious Work
Why smaller language models are quietly reshaping AI in 2026. The most interesting trend is not scale. It is restraint.
26 Feb, 2026 · 3 min →
Inside the Dark Factory: Where AI Ships Software and Humans Fall Behind
Most developers are slower with AI. The gap between vibe coding and real Dark Factories is the most important organizational gap in software.
23 Feb, 2026 · 5 min →
The Dark Factory Problem: Why AI Is Writing All the Code and Most Developers Are Still Slower
Why most developers are slower with AI, and why the future belongs to Dark Factories, not copilots.
23 Feb, 2026 · 5 min →