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math.CO2026
Exact values and exact upper bounds for families of integers with arithmetic progression intersections (Erdős Problem #272)
Zhanfu Yang
Let be the largest for which there exist distinct sets such that is a nonempty arithmetic progression for all $i \…
cs.AI2026
Why Retrying Fails: Context Contamination in LLM Agent Pipelines
Zhanfu Yang
When an LLM agent fails a multi-step tool-augmented task and retries, the failed attempt typically remains in its context window -- contaminating the next attempt and elevating the…