confidence scores only matter if they help you decide what to automate. for document extraction, that usually means knowing how much work you can safely accept at a given precision target. in our latest post, we look at confidence scoring through that lens, including: ✅️ confidence cutoffs ✅️ precision vs. recall ✅️ score coverage ✅️ score granularity ✅️ human review volume using ExtractBench, we compare how different extraction systems perform after confidence filtering. at a 97% precision target, LlamaParse Agentic Plus reached 66.48% recall on expected fields after filtering. the useful part of a confidence score isn’t the number itself. it’s whether you can use it to control automation and review in production. 👉️ read the full post:

confidence scores in LlamaParse just got an upgrade 🦸‍♀️ our new high-effort mode provides granular page-level scores with text explanations to help you intimately understand parsing quality of your documents. we even refer back to the original document for an extra check when generating the score. use high-effort only when you need it, at 5 additional credits per page. try it on your docs:

Confidence has always been at the center of Chxrry’s story. Born in Toronto to Ethiopian roots and now based in Los Angeles, the singer-songwriter has spent years crafting a bold artistic identity built on self-assurance, ambition and authenticity. After making history as the first female artist signed to The Weeknd’s XO label, @Chxrry2you is stepping into a new era with her debut album, 'U, Me & My Ego.' Ahead of her album drop, Billboard’s R&B Up and Comer for June 2026 opens up about embracing her “It-girl” status, making music on her own terms and why she believes everything she does is always 10 steps ahead: 📸 Christopher Claxton

Confidence and momentum don’t require a new title. They’re rebuilt through how you communicate and the actions you take during the transition. (Photo: Getty Images)

Confidence does not develop during an early career from having all the answers. Instead, it develops through consistent action, meaningful relationships and the willingness to stay engaged through uncertainty.