The Cost and Latency Lab
You are here · Protocol 43
Shift briefing · Efficiency Lab
Three implementations satisfy the demo case but differ in average latency, worst-case latency, and cost. Pick a route that meets budget and quality requirements.
Read before the shift. It tells you what is at stake, never how to do it.
What you practise
Optimise cost, latency, and quality using representative benchmarks and explicit budgets.
- Latency
- unit economics
- caching
- model routing
- quality trade-offs
Experiment Change one thing, run it again, compare on evidence.
The facility for this shift
3 rooms, 5 stations, two hands.
- 01Benchmark HallBenchmark rack
- 02Cache RoomCost meter · Cache station
- 03Budget GateRouting switch · Budget gate
Compromised Signal · sealed
Something in this shift will change, and the briefing will not tell you what. You find it from the evidence, or your after-action review shows you where it was.
How the shift is assessed
3 criteria · 0 to 6
Scored from what you did: the evidence you checked, the stations you operated, the artifacts you produced and the gates you passed. The criteria are revealed in your after-action review, not before.
Capabilities evidenced
- ReasonModels dependencies, constraints, causal paths, and trade-offs.In 22 of 48
- JudgmentChooses proportionate actions and knows when to verify, abstain, or escalate.In 27 of 48
- ReliabilityTests, reproduces, validates, recovers, and produces consistent outcomes.In 39 of 48
Chamber III · Action Chamber
Build only what you can stand behind, and stop a release that is not safe.
Construct, integrate, evaluate, debug, secure, deploy, observe and responsibly operate AI-enabled systems.
Play Protocol 43 in first person, with the clock running.