Four ways generic assistants fail on regulatory text

No signup, no gate. Each failure below is demonstrated with a real transcript against the EU funds perimeter, then shown again with a Citenda pack in place.

1 — The stale version

Asked about a provision that was amended, a generic assistant confidently cites the repealed wording as current law.

SLOT (doc-manager demo content): side-by-side transcript — generic assistant citing the superseded text vs. pack-grounded answer citing the in-force consolidation with its supersession chain.

With a pack: Packs carry the consolidated in-force text with explicit supersession chains — the superseded version is present, but marked as such.

2 — The citation that doesn't resolve

Generated citations look plausible — article numbers, paragraph letters — but a spot-check finds articles that don't exist or say something else.

SLOT (doc-manager demo content): transcript with a fabricated citation, plus the spot-check that catches it.

With a pack: Every unit in a pack has a stable citation key. An answer grounded in the pack cites keys you can resolve to the exact passage, offline.

3 — The missing consolidation

Web sources return the original act; the amending acts are separate documents. The assistant reads one and misses the others.

SLOT (doc-manager demo content): example where the answer changes once consolidation is applied.

With a pack: Packs ship the consolidation as the primary text — reading it is reading the in-force rule.

4 — The egress

Every question your team asks a cloud assistant about a live compliance matter is a disclosure to a third party.

SLOT (doc-manager demo content): the network trace / data-flow diagram for the cloud path vs. the zero-egress path.

With a pack: The zero-runtime path reads pack files directly from disk. Questions, answers and documents stay inside your perimeter. (When you choose the Cowork convenience path instead, data does go to Anthropic's cloud — we say so plainly.)

See it on your own questions

The free preview is a real cluster from the EU Funds pack — try these failure modes yourself.

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