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Not reliably from gameplay alone. Unusual timing, reactions or strategy can raise a question, but they do not prove that a person is controlling a bot. In a tournament, check the rules and report concerns to the organizer rather than treating a play-style impression as a finding.
Can you tell from a replay whether a StarCraft bot is human-controlled?
A replay can show what happened in the game; by itself, it cannot establish who or what selected each action. A bot may have variable timing, programmed reactions to scouting, opponent-specific behavior or deliberate strategic changes. A person could also imitate bot-like play. Apparent evidence therefore needs corroboration beyond a spectator’s interpretation of the match.
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There is no detection-accuracy statistic or behavioral threshold in the competition rules and sources cited here. APM, reaction speed, build order, timing, pauses or one surprising decision should not be treated as proof of human control.
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These patterns may prompt a replay review, but each has plausible explanations that do not involve covert human control:
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- Irregular input cadence or bursts: could reflect a bot’s scheduling or decision logic.
- Reactions tailored to scouting: could be encoded opponent-response behavior.
- Repeated choices resembling a known player: could reflect a programmed strategy or coincidence.
- Human-looking errors or pauses: could be simulated, or arise from the bot or tournament environment.
None of these observations identifies who issued the commands. Describe them as a pattern that looks unusual, not as proof that a player cheated.
What evidence is stronger than a play-style impression?
In a competition, evidence depends on the applicable rules and records available. A replay can document the match, while source-code review or an organizer’s access to submission and runtime records may provide stronger evidence. The cited rules do not establish a universal audit standard or guarantee that these materials can reveal every possible intervention.
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- Identify the exact game, event and ruleset. Do not assume that a rule from one tournament applies to another or to public ladder play.
- Preserve the replay and note the specific events that concerned you, rather than relying on a general impression.
- Compare those events with the competition’s published rules.
- If the event provides a reporting channel, send the material and your observations to tournament staff. Let the organizer assess it.
Until there is direct technical evidence or an organizer’s finding, use careful wording such as “the replay appears unusual” or “this pattern raised a question.”
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These are separate competition environments with their own procedures; neither should be treated as a general-purpose test for detecting human control.
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| Competition | What its published rules establish | What that does not establish |
|---|---|---|
| AIIDE 2026 | For its one-versus-one StarCraft: Brood War 1.16.1 competition with fog of war enabled, bots receive random in-game aliases. Entrants must submit full source code and compilation/setup instructions; rules also specify accepted official BWAPI versions and runtime timeout thresholds. The organizer says: “Please do not attempt to identify bots through other means or previously learned behavior.” | These requirements explain the event’s setup and expectations; they are not a public forensic method for deciding from a live game whether a human is controlling a bot. |
| SSCAIT | Its rules require a source submission and compiled bot for an automated plagiarism check, specify supported bot forms and BWAPI releases, and list disqualifying conduct such as pausing or intentionally crashing a game. | Those event-specific rules should not be conflated with AIIDE policy or treated as universal rules for StarCraft play. |
AIIDE’s 2026 schedule lists submissions due October 14, games scheduled October 20 through November 1, and conference/results dates November 9–13. These dates apply to that year’s event; consult the AIIDE competition page for the event’s published information rather than assuming the schedule recurs.
The Starcraft AI Tournament Manager repository describes a server-client tournament system and handling results when games exceed a configured frame limit. That operational documentation is not a method for inferring human control from gameplay.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.Why do observed actions not reveal the controller?
An action seen in a match does not necessarily map simply to an underlying policy decision. A 2026 StarCraft II preprint describes an AlphaStar replication where runtime filters and rate limits can delay proposed actions or replace them with no-ops. That illustrates a gap between a policy and its visible actions; the paper does not claim that a person secretly controls a bot in ordinary play, and it is not evidence that a particular opponent is human-controlled. See Runtime Action Interference for AI Control of AlphaStar in StarCraft II.
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