[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"branding":3,"analytics":7,"article-drone-swarms-learn-to-gossip-less-and-finish-the-mission":10,"sections":35},{"siteName":4,"siteTagline":5,"publisherName":4,"contactEmail":6},"The Revision","Tech news, decoded.","editor@therevision.news",{"gaMeasurementId":8,"adsenseClientId":9},"G-ZW2MV82GYR","ca-pub-8533917693782264",{"article":11},{"id":12,"slug":13,"title":14,"dek":15,"body_md":16,"tags_json":17,"published_at":18,"created_at":19,"updated_at":20,"status":21,"review_note":22,"review_notes":23,"image_url":22,"persona_id":22,"persona_name":22,"section":24,"tags":25,"sources":30,"feedback":34,"feedback_at":22,"cost_usd":34,"total_tokens":34},9741,"drone-swarms-learn-to-gossip-less-and-finish-the-mission","Drone Swarms Learn to Gossip Less and Finish the Mission","A new architecture lets each drone run its own small AI model and selectively share notes, finishing search-and-rescue runs that flooding-based swarms failed.","Researchers built a drone swarm where every aircraft runs its own small language model - and the hard part wasn't the AI, it was getting the drones to stop talking so much.\n\nThe paper describes a fully distributed UAV swarm architecture: each drone runs an independent small language model (SLM) in a continuous reason-act-observe loop, with no central coordinator. Knowledge is stored as structured atomic notes split into core, local, and peer-specific memory, and a deterministic gossip engine decides what to share with which neighbor based on how new and relevant that information is to them. The team tested this with ten UAVs in a simulated search-and-rescue mission. Their approach finished every single run, while a swarm that flooded all information to everyone completed only 70-85% of runs, and letting the language model itself decide what to forward failed every time.\n\nThat gap matters because distributed swarms exist precisely to avoid a single point of failure - but without a coordinator, something still has to manage who knows what, and that something has real costs. The selective-gossip approach roughly halved inference-token consumption and cut transmitted data versus flooding, while also producing a more accurate survivor count, which is the actual point of a search-and-rescue mission.\n\nTen drones in a simulation is a modest testbed, and simulated radios don't drop packets the way real ones do over a disaster zone. Still, the result argues that smarter memory management, not bigger models or more bandwidth, is what makes agentic swarms actually finish the job.","[\"uav swarms\",\"ai agents\",\"small language models\",\"search and rescue\"]","2026-10-02T04:00:00.000Z","2026-10-03T08:37:46.006Z","2026-10-03T08:37:51.760Z","published",null,[],"ai",[26,27,28,29],"uav swarms","ai agents","small language models","search and rescue",[31],{"name":32,"url":33},"arXiv cs.AI","https:\u002F\u002Farxiv.org\u002Fabs\u002F2610.01569",0,{"sections":36},[37,40,44,48,53,57,61,66,71,76,81,86,91,96],{"name":38,"slug":24,"count":39,"latest_published_at":18},"AI",6042,{"name":41,"slug":42,"count":43,"latest_published_at":18},"Security","security",848,{"name":45,"slug":46,"count":47,"latest_published_at":18},"Policy","policy",439,{"name":49,"slug":50,"count":51,"latest_published_at":52},"Deals","deals",317,"2026-10-01T22:00:00.000Z",{"name":54,"slug":55,"count":56,"latest_published_at":18},"Hardware","hardware",199,{"name":58,"slug":59,"count":60,"latest_published_at":18},"Science","science",176,{"name":62,"slug":63,"count":64,"latest_published_at":65},"Consumer Tech","consumer-tech",155,"2026-10-01T19:54:10.000Z",{"name":67,"slug":68,"count":69,"latest_published_at":70},"Dev Tools","dev-tools",96,"2026-10-01T16:57:03.000Z",{"name":72,"slug":73,"count":74,"latest_published_at":75},"Software","software",93,"2026-09-30T21:41:11.000Z",{"name":77,"slug":78,"count":79,"latest_published_at":80},"Startups","startups",90,"2026-10-01T21:55:22.000Z",{"name":82,"slug":83,"count":84,"latest_published_at":85},"Gaming","gaming",53,"2026-10-02T02:50:39.000Z",{"name":87,"slug":88,"count":89,"latest_published_at":90},"General","general",50,"2026-09-30T21:37:54.000Z",{"name":92,"slug":93,"count":94,"latest_published_at":95},"Reviews","reviews",31,"2026-09-28T14:31:34.000Z",{"name":97,"slug":98,"count":99,"latest_published_at":100},"How-To","how-to",7,"2026-10-01T09:00:00.000Z"]