Our EU AI Act compliance engine has zero LLM calls, and CI blocks adding any
I decided no LLM would go near my compliance decisions.If a tool decides whether your AI system is legal to ship, the last thing I want deciding that is another model nobody can explain.Opencomplai's rule engine (packages/core) and CLI are fully deterministic. Not anywhere in the compliance decision path.That's a design constraint, not a line for the landing page, and I don't just assert it. It's opt-in, sandboxed to its own package, and it never touches the pass/fail decision.
- ▪I decided no LLM would go near my compliance decisions.If a tool decides whether your AI system is legal to ship, the last thing I want deciding that is another model nobody can explain.Opencomplai's rule engine (packages/core) and CLI are
- ▪Not anywhere in the compliance decision path.That's a design constraint, not a line for the landing page, and I don't just assert it.
- ▪It's opt-in, sandboxed to its own package, and it never touches the pass/fail decision.
Hacker News (AI / LLM) files mainly under ai. We currently carry 6,293 of its stories.
Story provenance
Source · retrieval · rights · ranking — open for full record
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Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | Opencomplai |
| Canonical URL | https://opencomplai.com/blog/no-llm-in-compliance-decisions |
| Publication time | Thu, 24 Sep 2026 13:50:46 +0000 |
| Retrieval time | 2026-09-24T14:05:26.716Z |
| Last seen | 2026-09-24T14:05:26.716Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | m_GnW_-CJMns · 1 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
I decided no LLM would go near my compliance decisions.If a tool decides whether your AI system is legal to ship, the last thing I want deciding that is another model nobody can explain.Opencomplai's rule engine (packages/core) and CLI are fully deterministic. No LLM. No ML inference. Not anywhere in the compliance decision path.That's a design constraint, not a line for the landing page, and I don't just assert it. CI enforces it. Every pyproject.toml, package.json and requirements*.txt in the repo is scanned for unapproved AI/LLM packages on every PR, with excludes for tests, examples and fixtures so a demo notebook doesn't fail the build.Add a transformers import to the risk engine without going through approval and the build breaks before it merges.There is an ML path.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at Opencomplai.
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