The Combat-Sports Newsroom and the Trap of Analyzing Empty Cells: Don't Let an Algorithm Write the Fight

The Monday editorial meeting had a file named "Stage-2 Deep Analysis". The editor scrolled from top to bottom and then asked me: "Who wins this fight?". I looked at the table; every cell said N/A. No fighter name, no weight class, no organization, no date. Some would call this an empty analysis. I think of it as a mirror reflecting a modern disease of sports journalism: being forced to work with blank data and still expected to produce an answer. Spectators keep score; I record the heartbeat of the whole crowd. But to record a heartbeat, I need a real stadium, a real fight and real people walking into the ring. This deep-analysis document offered none of that. It did not talk about a Thai fighter with an injury, about a sudden transfer deal, or about a judging controversy that could shift the title race. In a normal journalistic process, the Stage-1 extraction phase should capture information points: main characters, numbers, context, quotes. If that phase is empty, all downstream analysis must stop. Do not mistake that for a meaningless delay. This document clearly said: "There is no information point to anchor an inference." That is a warning, not a sign of laziness. The eight analytical dimensions in the file reflect exactly what a combat-sports writer must check before writing. The first is competitive technique: a fighter's style, finishing ability and quality of record. All were N/A because no fight had been identified. The second is physical condition and athletic longevity: age, weight-cut history and accumulated injuries. Without a fighter name, that could not be calculated. The third is the relationship with controlling organizations and sanctioning bodies. The fourth is the business model: broadcast rights, ticket revenue and fighter pay. The fifth is governance: judging, doping and weigh-ins. The sixth is the fighter's health and career risk. The seventh is the public narrative and market expectations. The eighth is how the story travels from gyms to broadcasters, betting markets, equipment makers and entertainment. All eight dimensions lacked data. A person unfamiliar with the craft might think this is a chance to be creative. It is the opposite. Filling an empty cell with comments about "fighting spirit" without a fight name, an organization or a verifiable statistic is the fastest way to produce a hollow piece. I have seen many such stories. They may attract thousands of views because fans trust emotion, but overnight the insider community discovers that no detail can be confirmed. An experience in Bangkok taught me that two reporters can cite two different winning streaks for the same fighter. One took the number from the club's website; the other took it from a news site without attribution. Both filed stories, but only one called the coach to verify. The accurate number appeared only after the fight was already over. That taught me: when an analysis says N/A, it is standing at the edge of a cliff. The warning is a trustworthy gatekeeper, not an obstacle. A counter-intuitive point is that an empty chair is not as safe as it looks. A newsroom without a main character creates discomfort, so someone may invent a character to fill the void. Automated systems are more dangerous. When they meet empty cells, they may use "common sense" about combat sports to infer that some famous fighter is at a certain career stage. That is how information hallucinations are born. A piece can look analytical but be woven from assumptions. In the sports world, assumptions lead to false expectations about an athlete's preparation. An empty analysis does not necessarily mean there is no news. It can signal a system failure: the original article was not uploaded, the extraction tool malfunctioned, or a time-sensitive story is being missed. The warning that no publication date was provided is valuable. If this concerns a fighter entering the ring this week, failing to identify the publication date could cause a missed story. So instead of blaming bad data, the editor should return to the source and ask: "Who are we following? Which fight? Which organization?" If there is no answer, leave the seat empty. Journalists are under pressure to produce. I was no different. In my younger years I produced very long stories just to be praised for being hard-working. But now, after many seasons of observation, I understand that the most valuable skill of a sports writer is knowing when to step back because the facts are not yet sufficient. Spectators can wait one day for a truthful story; they will never forgive a fast story that invents a name or a detail. In a world full of misinformation, silence after verification is worth more than a long piece with zero evidence. So what is the signal to watch? Look at the "Information Points" field in any analysis. If it is empty, that is an instruction to stop. If a fighter name, a fight date or an organization starts to appear, the whole analytical machine can run again. For now, I will not write a prediction piece. I will write about how a newsroom decides to respect the truth. Spectators keep score; I record the heartbeat of the whole crowd. But if the opening bell has not rung, all I can record is this: the heartbeat is still waiting for a real fight.