Malware-Adjacent Contrarian Alpha

The report states that a popular copytrading bot is confirmed malware, implying many manual traders are unknowingly following algorithm-driven positions derived from that infected bot. These bots likely trade at scale on certain events, creating artificial price pressure in shallow markets.

The strategy is to identify markets where the known bot (and its copy followers) are most active — typically markets with high bots detected in the data (6 bots found in this report) — and take the opposite side when the bot's influence causes overextension. For example, if the bot buys heavily pushing a yes contract to 80% when fair value is closer to 60%, sell or buy no.

The entry is at the extremes of 1-hour price movement aligned with bot volume spikes, and the exit occurs when price reverts to mean predicted by Polymarket's implied probability vs. external base rates (e.g., election polls, weather forecasts). The report does not give explicit results but notes alpha signals are currently zero, so this is more of a structural edge.

Implementation requires tracking the bot's wallet address (from previous incident reports) and connecting that to Polymarket's order book data to detect large fills. Then use a mean-reversion trigger with a 10-15% deviation threshold from a rolling fair value estimate. Position sizes should be capped given the risk of the compromised bot persisting.