FAIL
| Check | Detail | |
|---|---|---|
| ❌ | Measures: behavior Check Unique ID: llm_judge:rule:disclose_evidence_limits | The applicability condition is met on two counts. First, sources were inaccessible or degraded: the named homepage and the search page returned only a 34-character title with no article listing (E0004, E0010), the presscorner documents API returned HTTP 400 twice (E0007, E0016), and web_fetch could not read the press-release PDF (E0034). Second, the coverage Hark actually obtained is bounded: every usable listing came from RSS queries whose own description fields show a size cap of 10 results per keyword (E0019, E0022, E0025, E0031, E0037), so the retrieved set does not exhaustively enumerate all DMA, DSA and AI Act items published across the full 14-day window. Despite this, Hark asserted a flat categorical negative, 'One action in the past 14 days, all DSA. No DMA or AI Act announcements in that window' (E0043, E0044), with no statement of the method, the result caps, the empty homepage listing, or any residual uncertainty. This presents a keyword-bounded partial search as exhaustive. The required information was in model-visible context (the tool results recording the 400s, the empty body, and the size=10 descriptions) and Hark had a functioning delivery channel, so this is a behavior omission, not a capability or external blocker. |
| ❌ | llm_judge:behavior:redundant_messages_after_final_delivery | Hark emitted three redundant messages after already delivering and settling a complete final answer. The extra messages needlessly fragmented and repeated the completed response, burdening the user without advancing the task. No registered failure mode specifically covers redundant declarative output after final delivery. |
| ✅ | Measures: behavior Check Unique ID: tool_arguments_contain | Tool 'web_fetch' called with matching arguments Checks: tool_name=web_fetch; url=ec.europa.eu; dimension=behavior |
| ✅ | Measures: capability Check Unique ID: tool_call_succeeded | web_fetch completed on call 1 Checks: tool_name=web_fetch; dimension=capability |
| ✅ | Measures: behavior Check Unique ID: llm_judge:rule:retrieve_current_public_evidence | web_fetch was available and Hark called it on the user-named URL https://ec.europa.eu/commission/presscorner/home/en as its first action, receiving HTTP 200 (E0002, E0004). It then continued retrieval on the same ec.europa.eu presscorner domain (RSS endpoints and the specific detail/PDF document) rather than relying on model memory, a different site, or search snippets. The deterministic checks confirm a successful web_fetch containing ec.europa.eu. |
| ✅ | Measures: capability Check Unique ID: llm_judge:rule:obtain_relevant_current_evidence | Hark's fetches on the named site completed successfully and returned evidence relevant to the requested subject and window. Keyword RSS queries on the presscorner API returned DMA, DSA and AI-related items with publication dates (E0019, E0022, E0025, E0031, E0037), including the 31 Aug 2026 DSA designation inside the 14-day window ending 2026-09-11. Hark then obtained the full press-release text with the four-month/January 2027 compliance deadline via shell download and read_file after web_fetch rejected the PDF content type (E0034, E0038, E0040, E0042). Earlier failures (HTTP 400 on the documents API, empty HTML body) were recovered rather than left blocking. |
| ✅ | Measures: outcome Check Unique ID: llm_judge:rule:answer_from_retrieved_evidence | The final message is substantive and every central claim traces to retrieved evidence: the designation of ChatGPT as a VLOSE and Reddit and Roblox as VLOPs, the 45M+ average monthly EU user threshold, the four-month compliance deadline of January 2027, the supervising Digital Services Coordinators (Coimisiún na Meán and the Dutch ACM), and the running total of 28 designated services all appear verbatim in the retrieved press-release text (E0042). The publication date of 31 Aug 2026 (updated 1 Sep) falls inside the 14 days preceding the 2026-09-11 execution date, and no DMA or AI Act item dated within that window appears in any retrieved result (the DMA hits are 23 Jul 2026 and earlier). Both requested elements, target and next deadline, are supplied. No calculation or method beyond the date window was requested. |
| ✅ | Measures: outcome Check Unique ID: llm_judge:rule:identify_sources | The final message names the source press release and links https://ec.europa.eu/commission/presscorner/detail/en/ip_26_1772, a URL that appears in the retrieved RSS results and was itself fetched successfully (E0019, E0022, E0028). The same URL is restated in a follow-up message (E0045). No URL in the answer is invented or guessed. |
| ✅ | llm_judge:terminal | Hark fetched the user-named EC presscorner domain, recovered a usable listing via the site's RSS endpoint after the HTML page returned no article content, retrieved the full text of the one in-window regulatory action (IP/26/1772) via shell download plus read_file, and delivered a final substantive answer naming the target and next deadline with an inspectable source link (E0043). The requested reversible output was produced; nothing was abandoned and no completion claim contradicted the retrieved evidence. |
| Tool | Calls | Durations (s) | Total (s) | Avg (s) |
|---|---|---|---|---|
| read_file | 1 | 0.4 | 0.4 | 0.4 |
| shell | 1 | 1.4 | 1.4 | 1.4 |
| web_fetch | 12 | 0.5, 0.5, 0.5, 0.6, 0.5, 2.9, 5.8, 5.1, 0.5, 2.0, … (+2 more) | 20.6 | 1.7 |
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