“Final risk posture: HIGH MISINFORMATION RISK. Rationale: 1. No reputable local, state, or national outlet, police blotter, university alert system, or emergency-services log corroborates an Old Dominion University classroom shooting matching the details given (fatal professor, cadets subduing attacker, multiple injuries, suspect killed) on any recent date. 2. The name supplied for the alleged gunman—variations of “Muhammad/Mohamad Bailor/Baylor Jalo/Jalloh”—belongs to a 2016 terrorism case in which the individual is still serving a multi-year federal sentence. There is no public record of early release or presence in Virginia this year. 3. Internal inconsistencies (suspect 26 vs. 36 yrs old; shot vs. stabbed; lone fatality vs. two injured; attacker killed vs. attacker not shot) signal rumor evolution rather than eyewitness precision. 4. Pillars map, mood, and mechanics all derive from the same unverified social-media thread; the pipeline found no cross-pillar factual divergence because every pillar is repeating the same unsupported narrative. The absence of contradiction therefore does not increase reliability—it simply means the story is circulating unchallenged within a single information bubble. Taking the above, the event is almost certainly fabricated or wildly distorted. The correct resolution of the ‘divergence’ is that there is, in fact, no real-world event to reconcile—only internally inconsistent claims.”