Coders In Hoods

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Coders In Hoods

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Coaching for teams

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© Coders In Hoods · since 2019

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Coders In Hoods Academy

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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
5Noise, reproducibility and eval infrastructure

3 · Benchmarks you can trust

6Contamination, saturation and broken tasks
Exercise answers
- Answer: Re-annotate a Quillmoor suite with planted flaws
- Answer: Probe a public benchmark for memorisation
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 6: Contamination, saturation and broken tasks

Step-by-step answer

Core 90–120 min8 steps

Re-annotate a Quillmoor suite with planted flaws

Back to the exercise

Previous answerDecide whether to buy trials or tasks Next answer Probe a public benchmark for memorisation

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