Enveloped RNA viruses like human immunodeficiency virus type-1 (HIV-1) and SARS-CoV-2 enter host cells through fusion with the plasma membrane, a process facilitated by specific viral envelope proteins that recognize and bind to receptors expressed on the host cell surface. These receptors can diverge based on the type of cell and virus. For HIV-1, the primary receptors on myeloid cells are CD4 and CCR5 or CXCR4. For SARS-CoV-2, although the primary receptor is ACE2, other myeloid-cell specific sialic acid binding lectins can also facilitate entry. Following cellular invasion, different viral RNA species can be detected by distinct host nucleic acid sensors, resulting in type I interferons and pro-inflammatory cytokine induction. While these innate immune responses are essential for controlling viral infections, overactivation can lead to chronic inflammation, tissue damage, and disease pathogenesis. Herein, I examine the contribution of HIV-1 and SARS-CoV-2 de-novo RNA expression and the molecular mechanisms that contribute to innate immune activation in myeloid cells. Despite advancements in combination antiretroviral therapy (ART) in suppressing systemic viral replication in individuals infected with HIV, residual viral RNA expression in tissue reservoirs remains a significant hindrance to curative efforts. I hypothesized that persistent expression of viral RNAs in myeloid cells triggers dysregulated innate immune activation, and inflammasomes activation. This study centers on the long-lived tissue-resident innate immune cells - macrophages and microglia, which, owing to their self-renewing nature, operate as reservoirs of viral RNA production, and are thought to lead to chronic immune activation even in the absence of productive replication. Our previous studies suggest that de novo expression of unspliced intron-containing HIV-1 RNA (herein referred to as icRNA) triggers activation of pro-inflammatory cytokines in myeloid cells. Here, I demonstrate that cytosolic expression of HIV-1 icRNA, but not multiply-spliced viral RNAs induces inflammasome activation, LDH release and IL-1β secretion in productively infected monocyte-derived macrophages (MDM) and induced pluripotent stem cell (iPSC)-derived microglia. Interestingly, knockdown of RLRs, RIG-I and MDA5 or endosomal TLRs failed to abrogate HIV-1 icRNA-induced IL-1β secretion. Rather, knockdown of NLRP1, but not NLRP3, inflammasome resulted in a significant reduction in IL-1β secretion, underscoring NLRP1's pivotal role in the HIV-1 icRNA-induced IL-1β secretion. Furthermore, Rev-Crm1-dependent nucleocytoplasmic export of HIV-1 icRNA was required for NLRP1-mediated Caspase-1 activation, IL-1β secretion, LDH release and cell death. Similarly, SARS-CoV-2, while not establishing productive infection in macrophages, can activate these cells, contributing to a hyper-inflammatory response marked by the heightened expression of pro-inflammatory cytokines, which is understood to be a principal driver of COVID-19 pathology. SARS-CoV-2 established an abortive infection in macrophages. CD169, a macrophage-specific sialic-acid binding lectin, mediated ACE2-independent SARS-CoV-2 entry in human macrophages and establishment of restricted infection. Interestingly, CD169-mediated SARS-CoV-2 entry in macrophages led to the expression of viral genomic and subgenomic RNAs, with negligible viral protein expression and no release of infectious virus particles, implying a post-entry restriction to SARS-CoV-2 replication in macrophages that was curbed by exogenous ACE2 expression. Despite restricted viral RNA expression, cytoplasmic RLRs, RIG-I and MDA5, sensed abortive viral transcripts, and induced pro-inflammatory responses in a MAVS dependent manner. This dissertation reveals striking parallels between the role of viral RNAs in driving pro-inflammatory responses in HIV-1 and SARS-CoV-2 infections. These findings collectively underscore the central role of cytoplasmic sensing of viral RNAs and their contribution to chronic inflammation in virus-infected myeloid cells. Elucidating these molecular mechanisms further may pave the way for novel therapeutic interventions to mitigate the persistent innate immune activation and immunopathology detected in HIV-1 and SARS-CoV-2 infected individuals.