{"version":1,"type":"story","url":"https://digestai.news/story/cloudflare-launches-clairic-extraction-model-on-workers-ai-preview","json":"https://digestai.news/story/cloudflare-launches-clairic-extraction-model-on-workers-ai-preview.json","markdown":"https://digestai.news/story/cloudflare-launches-clairic-extraction-model-on-workers-ai-preview.md","slug":"cloudflare-launches-clairic-extraction-model-on-workers-ai-preview","headline":"Cloudflare launches Clairic extraction model on Workers AI preview","summary":"Cloudflare announced a preview of Clairic, the first System One‑style extraction model, hosted on Workers AI under the identifier @cf/cloudflare/clairic. The model extracts, computes, estimates and forecasts values from unstructured text or up to four images in a single forward pass, charging only for input tokens. It returns typed outputs with confidence scores, character offsets and optional 80 % intervals, eliminating token‑generation hallucinations.\n\nIn internal tests, a pipeline that used Clairic for extraction and the decision model Clef ran 69 % faster (19.3 s vs 61.7 s) and cost 49 % less than an all‑LLM pipeline that relied on GLM‑5.3 for every step. On a public TSA daily‑screening series, Clairic’s forecasts were off by an average of 3.3 % and 17 of 21 actual counts fell inside the predicted 80 % interval. Cloudflare says the model is accurate, low‑latency (under a second for many fields) and cheap compared with traditional LLMs, though multi‑step arithmetic and long‑range forecasting remain limited. Open‑weights are planned for a future release.","keyPoints":["Clairic extracts, computes, estimates and forecasts values from text or images in a single pass, charging only for input tokens","Cloudflare reports a cascade using Clairic is 69 % faster (19.3 s vs 61.7 s) and 49 % cheaper than an all‑LLM pipeline","On TSA daily‑screening data, forecasts were 3.3 % average error with 17 of 21 predictions inside the 80 % interval"],"whyItMatters":"A fast, cheap extraction model reduces reliance on costly LLMs for data‑parsing tasks, enabling more efficient automation across businesses.","category":{"slug":"models","name":"Generative AI & Models","url":"https://digestai.news/category/models"},"entities":{"companies":["Cloudflare","TypeSafe"],"models":["Clairic","Clef","GLM-5.3","Gemma 4","Qwen"],"people":[]},"firstPublishedAt":"2026-10-19T22:35:00Z","updatedAt":"2026-10-19T22:51:11Z","sourceCount":2,"hasPrimarySource":false,"sources":[{"outlet":"blog.cloudflare.com","title":"Cloudflare debuts Clairic, a System One-class extraction model it says processes unstructured data faster, more cheaply, and more accurately than normal LLMs","url":"https://blog.cloudflare.com/clairic-extraction-model","publishedAt":"2026-10-19T22:35:00Z","type":"press","primary":false,"lead":true},{"outlet":"Unite.AI","title":"Cloudflare Releases Clairic, Its First System One Extraction Model","url":"https://unite.ai/cloudflare-releases-clairic-its-first-system-one-extraction-model","publishedAt":"2026-10-19T22:51:11Z","type":"press","primary":false,"lead":false}],"sourceNotes":null,"discussions":[{"site":"Hacker News","url":"https://news.ycombinator.com/item?id=50155907","points":37}],"thread":null,"cite":{"text":"Digest AI, \"Cloudflare launches Clairic extraction model on Workers AI preview\", 19 October 2026, https://digestai.news/story/cloudflare-launches-clairic-extraction-model-on-workers-ai-preview","publisher":"Digest AI","title":"Cloudflare launches Clairic extraction model on Workers AI preview","datePublished":"2026-10-19T22:35:00Z","url":"https://digestai.news/story/cloudflare-launches-clairic-extraction-model-on-workers-ai-preview"},"generatedBy":"Written by Digest AI's editorial model from the linked sources; the sources are the record.","license":"Headlines, digests and key points are written by Digest AI and may be quoted with a link to the story page. Linked articles belong to their publishers. Terms: https://digestai.news/terms#reuse"}