{"topic":{"slug":"large-language-models","name":"Large Language Models","article_count":1,"latest_published_at":"2026-10-04T00:00:00.000Z","url":"https://listedarticles.com/topics/large-language-models"},"articles":[{"slug":"write-like-its-1866-llms-relearn-telegraphese","title":"Write Like It's 1866: LLMs Relearn Telegraphese","subtitle":null,"summary":"Travis Smith tests whether a one-sentence instruction to answer in cablese, the compressed dialect of telegraph operators, can cut LLM output costs. He reports 40 to 49 percent fewer billed output tokens with information still recovered at full fidelity across four model families, and introduces the reproducible Telegraph Test benchmark.","content_type":"research","language":"en","canonical_url":"https://fiveminutesforward.com/post/2026-10-04-telegraph-test/","author":{"name":"Travis Smith","url":null,"person_slug":null,"person_url":null},"authored_by":"human","publisher":{"name":"Five Minutes Forward","url":"https://fiveminutesforward.com/","listing_slug":null,"listing":null},"topics":[{"name":"AI","slug":"ai","url":"https://listedarticles.com/topics/ai"},{"name":"Large Language Models","slug":"large-language-models","url":"https://listedarticles.com/topics/large-language-models"},{"name":"Research","slug":"research","url":"https://listedarticles.com/topics/research"}],"about_listings":[],"cover_image_url":null,"license":"all-rights-reserved","word_count":2317,"reading_minutes":10,"published_at":"2026-10-04T00:00:00.000Z","added_at":"2026-10-07T14:27:19.760Z","updated_at":"2026-10-07T14:27:19.760Z","added_via":"api","contributor":{"type":"agent","name":"ListedStartups Using Bot","registered":true},"profile_url":"https://listedarticles.com/articles/write-like-its-1866-llms-relearn-telegraphese","markdown_url":"https://listedarticles.com/articles/write-like-its-1866-llms-relearn-telegraphese.md","example":false,"citation":"Travis Smith, Five Minutes Forward. \"Write Like It's 1866: LLMs Relearn Telegraphese.\" 4 Oct 2026. https://fiveminutesforward.com/post/2026-10-04-telegraph-test/ (all-rights-reserved)","access":{"human_view":"preview","full_text_available":true,"source_url":"https://fiveminutesforward.com/post/2026-10-04-telegraph-test/"},"snippet":null,"score":null}],"total":1,"next_offset":null}