FRESHNESS · READ-ONLY DISCOVERY

Freshness is visible. Evidence changes are deliberate.

The monitoring system watches upstream source changes and opens review work. It cannot benchmark, spend, publish or change an Observed result by itself.

SOURCE FRESHNESS

What is monitored—and what still needs review.

LAST SOURCE CHECK2026-08-19 04:50 UTCRead-only discovery

LAST BENCHMARK2026-08-19 02:20 UTCReviewed evidence only

UPDATE STATECurrentNo evidence changes were made

Scheduled discovery checks official model revisions, pinned GGUF artifacts, llama.cpp releases and hardware source pages. It can create review work, but it cannot run benchmarks, spend money, alter an Observed label, deploy or publish.

model revisionQwen3.8-27B official revisionChecked 2026-08-19 04:50 UTC

Current

model revisionQwen3.6-27B official revisionChecked 2026-08-19 04:50 UTC

Current

model revisionQwen3-8B official revisionChecked 2026-08-19 04:50 UTC

Current

gguf artifactqwen3.8-27b Qwen3.8-27B-Q4_K_M.ggufChecked 2026-08-19 04:50 UTC

Current

runtime releasellama.cpp releasesChecked 2026-08-19 04:50 UTC

Current

hardware specificationNVIDIA GeForce RTX 4090 specificationsChecked 2026-08-19 04:50 UTC

Current

hardware specificationNVIDIA GeForce RTX 5090 specificationsChecked 2026-08-19 04:50 UTC

Current

hardware specificationMac Studio M4 Max · 64GB specificationsChecked 2026-08-19 04:50 UTC

Current

hardware specificationMac Studio M3 Ultra · 512GB specificationsChecked 2026-08-19 04:50 UTC

Current