Decision science
The cost of learning
Compare four allocation policies across four synthetic campaign scenarios.
Download evidence ↓Curious Machine / Open notebook / 2026
Eleven small experiments about decisions, measurement and systems. Change a scenario. Read the assumptions. Take the evidence with you.
11 experiments
Decision science
Compare four allocation policies across four synthetic campaign scenarios.
Download evidence ↓Machine learning
Follow an online model as the stream changes halfway through.
Download evidence ↓Decision science
Explore price, demand and revenue in a controlled synthetic market.
Download evidence ↓Decision science
Compare short-term rewards with a policy that plans ahead.
Download evidence ↓Machine learning
Inspect recommendation quality, coverage and popularity trade-offs.
Download evidence ↓Measurement
Explore power, false positives and the cost of peeking.
Download evidence ↓Measurement
See how hidden confounding changes naive, OLS and IPW estimates.
Download evidence ↓Measurement
Explore carryover, saturation and allocation with known response curves.
Download evidence ↓Engineering
Inspect a deterministic tool router and its safety boundaries. Not an LLM benchmark.
Download evidence ↓Engineering
Explore drift signals and threshold trade-offs on synthetic data.
Download evidence ↓Engineering
Inspect deterministic release gates and the evidence behind readiness.
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