ChatGPT Canvas Quietly Becomes the Default Copilot for sales teams
Inside the quiet rewiring of compliance review at Notion.
There is a version of this story that is mostly hype. There is another version, the one we are interested in, that is mostly engineering.
Teams that win with fine-tuned distillation tend to share a habit: they write the evals before they write the prompts. Everything else follows from that.
Spotify has been quietly running code review through Perplexity for months. The results are unglamorous and, for that reason, more interesting than another benchmark chart.
The cost curve matters here. GPT-5.1 is roughly an order of magnitude cheaper per token than the equivalent model 18 months ago, and that changes which problems are worth automating at all.
Eval harnesses, once an afterthought, are becoming the most important piece of code in many AI projects. Figma's team treats theirs the way an SRE team treats a runbook.
Klarna has been quietly running compliance review through Perplexity for months. The results are unglamorous and, for that reason, more interesting than another benchmark chart.
None of this guarantees a clean story. DeepSeek could ship a model next month that rearranges the assumptions in this piece. But the direction of travel, for now, is clear enough to plan around.