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Coders In Hoods

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Course overview

Agent Benchmarks and Simulations

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1 · Simulated worlds

1Stateful environments and end-state grading
2Building user simulators
3Validating user simulators

2 · Running benchmarks

4Task specs, harnesses and sandboxes
Exercise answers
- Answer: Package five Quillmoor tasks for Harbor and run the controls
- Answer: Port a Quillmoor task to Inspect and compare the logs
5Noise, reproducibility and eval infrastructure

3 · Benchmarks you can trust

6Contamination, saturation and broken tasks
7Auditing benchmarks for exploits
8Item analysis, difficulty and time horizons
9Reporting results and reading model cards

CapstoneA benchmark for the account-support agent you'd defend Reference implementation

Answers Lesson 4: Task specs, harnesses and sandboxes

Step-by-step answer

Core 75–90 min7 steps

Package five Quillmoor tasks for Harbor and run the controls

Back to the exercise

Previous answerBuild and calibrate a simulator-adherence judge Next answer Port a Quillmoor task to Inspect and compare the logs

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