Defense artificial intelligence has advanced quickly across four layers: operational data integration, command and control, fleet-scale coordination, and platform autonomy. This paper argues that the success of those layers has produced a distinct problem that none of them addresses. As reasoning distributes into senso...
Muhammad Laraib Khan· Zenodo (CERN European Organi...· 0 citations
Frontier model capability has improved rapidly for four years while the rate at which organisations convert artificial intelligence pilots into production has not. This paper argues that the two facts are connected, and that the binding constraint is no longer reasoning quality but continuity: what an autonomous system...
Muhammad Laraib Khan· Zenodo (CERN European Organi...· 0 citations
Defense artificial intelligence has advanced quickly across four layers: operational data integration, command and control, fleet-scale coordination, and platform autonomy. This paper argues that the success of those layers has produced a distinct problem that none of them addresses. As reasoning distributes into senso...
Muhammad Laraib Khan· Zenodo (CERN European Organi...· 0 citations
Frontier model capability has improved rapidly for four years while the rate at which organisations convert artificial intelligence pilots into production has not. This paper argues that the two facts are connected, and that the binding constraint is no longer reasoning quality but continuity: what an autonomous system...
Muhammad Laraib Khan· Zenodo (CERN European Organi...· 0 citations
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