{
  "id": 15011,
  "url": "https://simonwillison.net/2026/Jul/30/llm-rc1",
  "title": "llm 0.32rc1",
  "summary": "Release: llm 0.32rc1 This RC for LLM 0.32 finishes the work that started in LLM 0.32a0 - it adds a new schema design that does a much better job of capturing the details of the prompts and responses returned by the latest model families. The most important change is the use of content-addressable hash IDs for stored messages. This allows de-duplication in the database, and means that LLM can now represent trees of messages for forked conversations. Since it involves a significant schema change -",
  "authors": null,
  "category": "org",
  "topics": "jobs-economy",
  "orgs": null,
  "regions": null,
  "published_at": "2026-07-30T15:30:20.000Z",
  "fetched_at": "2026-07-31T05:10:57.675Z",
  "source_slug": "x-simon-willisons-weblog",
  "source_name": "Simon Willisons Weblog",
  "source_homepage": "https://simonwillison.net",
  "ethics_ai_record_url": "https://ethics.ai/record/15011",
  "original_url": "https://simonwillison.net/2026/Jul/30/llm-rc1",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}