21:21
2026-07-30
dev.to
artificial-intelligence
The token compressor that made my bill go up — and the proof it had to
A developer discovered that Paritok, a 4B model that compresses AI coding-agent context, can increase token costs by up to 69.2% on turns where the model expands compressed content, despite reporting …