AI Scientist Bench
All configurations / K-Dense package

K-Dense scientific-critical-thinking

1/9 dimensions tested
Sonnet 5
Configuration
Upstream SKILL.md and references, pinned at 330c8e7, explicitly supplied.
Source
campaign/skill_snapshots/kdense-330c8e7/skills/scientific-critical-thinking
Recorded runs
8 scored outputs · $0.06 measured model spend · runs on 2026-09-15
Access
open prompt · standard tools
FIG. 01

By dimension

Scores /10 · Paired p-values are exploratory and unadjusted
10.00Verify
Compared with baselinen=8 · verdict accuracy · Δ ±0.00 vs Sonnet 5 · 0W 0L 8T on 8 paired · p=1.000 (unadjusted) · $0.0076/task · 3.2s/task · 2026-09-15

headline; 8 tasks, 8 source clusters; 0 failed attempts kept in the denominator Test: exact sign test on discordant pairs; n too small for a winner.

Run provenance

Report path: outputs/campaign/20260915/summary.json
Task pack: campaign-dev-20260915
Run: campaign-v3

Ground

Not yet tested.

Find

Not yet tested.

Extract

Not yet tested.

Analyze

Not yet tested.

Compute

Not yet tested.

Synthesize

Not yet tested.

Review

Not yet tested.

Hypothesize

Not yet tested.