Vitalii Kiro: The Drone War Is Over. The War of Algorithms Begins
Vitalii Kiro discusses the evolution of warfare technology in Ukraine, emphasizing the shift from traditional drone warfare to advanced algorithm-driven strategies. The country is not just a testing ground for Western technologies but is actively developing its own innovations that will shape future conflicts. With significant advancements in AI and data utilization, Ukraine is redefining the landscape of modern warfare.
- ▪Ukraine has accumulated over 2 million hours of combat footage, creating one of the largest combat datasets in the world.
- ▪AI-assisted targeting has been shown to increase the effectiveness of FPV drones from 10-50% to 70-80%.
- ▪The Griselda system automates the interception and analysis of enemy communications, reducing manual analysis by 99%.
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| Original publisher | DEV.to (Top) |
| Canonical URL | https://dev.to/vitaliikiro/vitalii-kiro-the-drone-war-is-over-the-war-of-algorithms-begins-3m0l |
| Publication time | Wed, 27 May 2026 11:27:30 +0000 |
| Retrieval time | 2026-05-27T11:37:59.142Z |
| Last seen | 2026-05-27T11:37:59.142Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | HdZEGcXIvAOf |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
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WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
try { if(localStorage) { let currentUser = localStorage.getItem('current_user'); if (currentUser) { currentUser = JSON.parse(currentUser); if (currentUser.id === 3954204) { document.getElementById('article-show-container').classList.add('current-user-is-article-author'); } } } } catch (e) { console.error(e); } Vitalii Kiro Posted on May 27 Vitalii Kiro: The Drone War Is Over. The War of Algorithms Begins #ai #algorithms #machinelearning #news When people say that Ukraine has become a “testing ground” for Western technologies, there is some truth to it. But that truth is incomplete — and even offensive. What is happening here has long outgrown the scale of someone else’s experiment.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at DEV.to (Top).
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