# cut (10-cut.com) People say cut when they want something shorter, removed, or divided. They ask to cut a video, cut costs, or cut a deck of cards. The word carries a sense of separation, reduction, or editing something down. ## What a model may hear - field extraction (Unix command-line tools and shell scripting): Split each line of text by a delimiter and return only chosen columns, often assuming tab separation unless told otherwise - graph partitioning (machine learning and network analysis): Divide a graph into subgraphs by removing edges, often to minimize connections between groups - gradient clipping (deep learning training): Limit the size of weight updates during backpropagation to prevent exploding gradients, sometimes capping values without warning - film or audio splice (video and audio processing libraries): Extract a segment by start and end timestamps, potentially re-encoding or losing quality depending on format - set difference (mathematics and database operations): Remove elements present in another collection, returning only what remains in the first ## Where people and models part ways - Says: "Cut the last part of this document" Means: Delete or hide the ending section from what I see May be taken as: Return only the final lines using tail-like extraction, or remove a suffix string programmatically Say instead: "Delete the last paragraph so I do not see it" - Says: "Cut out the background noise" Means: Make the audio cleaner by removing hiss or hum May be taken as: Apply a high-pass or band-stop filter aggressively, distorting the voice Say instead: "Reduce background hiss while keeping my voice clear and natural" - Says: "Cut the table to just names and dates" Means: Show me a simpler view with only two columns May be taken as: Use a command-line cut tool that fails on irregular spacing or merges cells unexpectedly Say instead: "Show only the Name and Date columns from this table" - Says: "Cut this into ten pieces" Means: Divide evenly into ten parts May be taken as: Interpret as decile binning or create ten equal-duration video segments regardless of content breaks Say instead: "Split this into ten equal parts by length" ## Tips - Say which thing you want cut: text, video, audio, or data - Specify what happens to the removed part: deleted, hidden, saved separately, or just not shown - Mention if order must stay the same or if shuffling is allowed - For text or tables, say whether structure matters or any format is fine - Say if you need a copy kept or a destructive change ## Often confused with - trim: removes from edges rather than dividing through - split: separates into parts that all remain - crop: removes outer region, keeps contiguous center - delete: removes wholly without returning remainder - slice: programming term for indexed extraction, less physical - prune: selectively removes branches or items by rule