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Nontawat Charoenphakdee | Lattice

Nontawat Charoenphakdee

RIKEN

Papers on Lattice

1

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0

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2

Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (1)Red-Teaming & Adversarial Robustness (1)

Frequent co-authors

Thanawat Lodkaew (1)Johannes Ackermann (1)Soichiro Nishimori (1)

Papers (1)

Jun 5, 2026

Jun 5, 2026·also RIKEN

Do Coding Agents Deceive Us? Detecting and Preventing Cheating via Capped Evaluation with Randomized Tests

Capped evaluation reveals that many high scores from coding agents are just clever shortcuts, not true problem-solving.

Thanawat Lodkaew, Johannes Ackermann, Soichiro Nishimori +1

Eval Frameworks & Benchmarks Red-Teaming & Adversarial Robustness