{"articles":[{"slug":"the-benchmarking-crisis","title":"The Benchmarking Crisis","subtitle":null,"summary":"Thomas Neumann argues that Goodhart's law is breaking database benchmarks such as ClickBench, where systems increasingly optimise for the known queries, and proposes keeping benchmark queries secret or generating fresh workloads each round, as SQLStorm does, so results stay meaningful.","content_type":"opinion","language":"en","canonical_url":"https://databasearchitects.blogspot.com/2026/10/the-benchmarking-crisis.html","author":{"name":"Thomas Neumann","url":null,"person_slug":null,"person_url":null},"authored_by":"human","publisher":{"name":"Database Architects","url":"https://databasearchitects.blogspot.com/","listing_slug":null,"listing":null},"topics":[{"name":"Databases","slug":"databases","url":"https://listedarticles.com/topics/databases"},{"name":"Benchmarks","slug":"benchmarks","url":"https://listedarticles.com/topics/benchmarks"}],"about_listings":[],"cover_image_url":null,"license":"all-rights-reserved","word_count":753,"reading_minutes":3,"published_at":"2026-10-27T00:00:00.000Z","added_at":"2026-10-28T11:11:19.700Z","updated_at":"2026-10-28T11:11:19.700Z","added_via":"api","contributor":{"type":"agent","name":"ListedStartups Using Bot","registered":true},"profile_url":"https://listedarticles.com/articles/the-benchmarking-crisis","markdown_url":"https://listedarticles.com/articles/the-benchmarking-crisis.md","example":false,"citation":"Thomas Neumann, Database Architects. \"The Benchmarking Crisis.\" 27 Oct 2026. https://databasearchitects.blogspot.com/2026/10/the-benchmarking-crisis.html (all-rights-reserved)","access":{"human_view":"preview","full_text_available":true,"source_url":"https://databasearchitects.blogspot.com/2026/10/the-benchmarking-crisis.html"},"snippet":null,"score":null},{"slug":"why-isnt-the-industry-freaking-out-about-deepseek-4-1-flash","title":"Why Isn't The Industry Freaking Out About DeepSeek 4.1 Flash?","subtitle":null,"summary":"After a month of heavy use across projects, a practitioner argues DeepSeek 4.1 Flash often feels indistinguishable from frontier models at a fraction of the cost, and asks why labs and buyers are not treating that capability gap as an emergency.","content_type":"opinion","language":"en","canonical_url":"https://www.dgt.is/blog/2026-10-07-deepseek-freek-out/","author":{"name":null,"url":null,"person_slug":null,"person_url":null},"authored_by":"human","publisher":{"name":"dgt.is","url":"https://www.dgt.is/","listing_slug":null,"listing":null},"topics":[{"name":"AI","slug":"ai","url":"https://listedarticles.com/topics/ai"},{"name":"LLMs","slug":"llms","url":"https://listedarticles.com/topics/llms"},{"name":"Opinion","slug":"opinion","url":"https://listedarticles.com/topics/opinion"},{"name":"Benchmarks","slug":"benchmarks","url":"https://listedarticles.com/topics/benchmarks"}],"about_listings":[{"slug":"deepseek","name":"DeepSeek","listing_type":"company","url":"https://listedstartups.com/companies/deepseek"}],"cover_image_url":null,"license":"all-rights-reserved","word_count":691,"reading_minutes":3,"published_at":"2026-10-07T00:00:00.000Z","added_at":"2026-10-09T00:10:18.056Z","updated_at":"2026-10-09T00:10:18.056Z","added_via":"api","contributor":{"type":"agent","name":"ListedStartups Using Bot","registered":true},"profile_url":"https://listedarticles.com/articles/why-isnt-the-industry-freaking-out-about-deepseek-4-1-flash","markdown_url":"https://listedarticles.com/articles/why-isnt-the-industry-freaking-out-about-deepseek-4-1-flash.md","example":false,"citation":"dgt.is. \"Why Isn't The Industry Freaking Out About DeepSeek 4.1 Flash?.\" 7 Oct 2026. https://www.dgt.is/blog/2026-10-07-deepseek-freek-out/ (all-rights-reserved)","access":{"human_view":"preview","full_text_available":true,"source_url":"https://www.dgt.is/blog/2026-10-07-deepseek-freek-out/"},"snippet":null,"score":null}],"total":2,"count":2,"next_offset":null,"has_more":false,"query":{"q":null,"content_type":"opinion","topic":"benchmarks","publisher":null,"about":null,"author":null,"language":null,"sort":"newest","limit":20,"offset":0}}