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MSI

The Italian Social Movement (Italian: Movimento Sociale Italiano, MSI) was a political party in Italy founded on 26 December 1946 by former supporters of Benito Mussolini, including veterans of the Italian Social Republic, with the aim of preserving national traditions, combating communism, and promoting corporatist social policies. Operating until its dissolution in 1995, the MSI achieved consistent parliamentary representation as Italy's fourth-largest party, drawing support from southern regions and disillusioned wartime losers, though its historical ties barred it from governing coalitions amid the post-war constitutional aversion to fascism. Under figures like Giorgio Almirante, who led from 1969 to 1987, it emphasized anti-communism and Italian identity, evolving toward moderation in the 1990s before reforming as the National Alliance, which distanced itself from overt fascist nostalgia to enter mainstream politics. The party's legacy includes associations with the "Years of Lead" era of political violence, where fringe elements were implicated in bombings and clashes, though the MSI itself functioned as a legal opposition force advocating electoral participation over revolution.

Businesses and organizations

Micro-Star International

Micro-Star International Co., Ltd. (MSI) is a Taiwanese multinational corporation that designs, develops, and sells computer hardware and consumer electronics, with a primary focus on gaming-oriented products. Established in 1986, the company is headquartered in New Taipei City, Taiwan, and operates globally through subsidiaries and sales networks. MSI initially concentrated on manufacturing motherboards and add-on graphics cards, building a reputation in the PC component market before expanding into complete systems. By the early 2000s, it had diversified into laptops, desktops, and peripherals, positioning itself as a key player in the high-performance computing sector. The company's product portfolio encompasses gaming laptops, desktop PCs, graphics cards, motherboards, monitors, all-in-one computers, servers, and networking equipment, alongside peripherals such as keyboards, mice, and headsets. MSI emphasizes esports and gaming ecosystems, sponsoring professional teams and events to align with its target market of enthusiasts and competitive gamers. In 2008, it established subsidiary FUNTORO to handle multimedia and entertainment hardware development. Production occurs primarily in Taiwan and China, with distribution in over 120 countries. Financially, MSI reported trailing twelve-month revenue of approximately $6.93 billion USD as of recent filings, employing around 13,000 people worldwide. The firm has traded publicly on the Taiwan Stock Exchange since 1998 under ticker 2377.TW. Notable challenges include a ransomware attack in April 2023 attributed to the Money Message group, which disrupted operations and led to data exposure concerns, prompting enhanced cybersecurity measures. Earlier, in 2017, MSI faced a class-action lawsuit in the U.S. alleging defects in certain gaming laptop models, including overheating and hardware failures in GT 72 and GT 80 series, though outcomes emphasized warranty-related resolutions rather than systemic flaws. These incidents highlight vulnerabilities in supply chain security and product reliability testing, common in the fast-paced hardware industry.

Maruti Suzuki India

Maruti Suzuki India Limited is India's leading passenger vehicle manufacturer and a subsidiary of Suzuki Motor Corporation of Japan, which holds a 56.28% equity stake as of 2025. The company was incorporated on February 24, 1981, as Maruti Udyog Limited by the Government of India to develop a domestic automotive industry and provide affordable cars to the masses. A joint venture agreement with Suzuki Motor Corporation was signed in October 1982, granting Suzuki a 26% initial stake and access to its technology for local production. The Maruti 800, the company's inaugural model and India's first modern compact car, launched on December 14, 1983, after bookings opened in April of that year; it sold over 2.7 million units until discontinuation in 2014, fundamentally expanding car accessibility in a market previously dominated by two-wheelers and outdated models. Post-1991 economic liberalization, Suzuki raised its equity to 50% by 1992, shifting the venture to equal partnership status. Privatization advanced in 2002 when Suzuki increased its holding to a controlling 54.2% via a rights issue and control premium payment of approximately ₹1,000 crore to the government. The government completed its exit by divesting the final 10.3% stake for ₹2,360 crore in May 2007, after phased sales including a 2003 public offering. Headquartered in New Delhi with manufacturing facilities in Gujarat, Haryana, and other states, Maruti Suzuki produces over 15 models including the Swift, Brezza, and Ertiga, achieving an annual production capacity of more than 2 million vehicles as of 2023. It commands a retail market share of 41.17% in the passenger vehicle segment for September 2025, down slightly from prior peaks but sustained above 40% annually. The firm has exported cumulatively over 3 million units to 125+ countries by 2025, bolstering India's auto trade balance. In August 2025, parent Suzuki announced a ₹70,000 crore investment over five to six years to enhance capacity, EV production, and hybrids. As of September 2025, its market capitalization exceeds $57 billion, ranking it among the world's top automakers by value.

Management Science Institute

The Management and Science Institute (MSI) is a private higher education provider based in Colombo, Sri Lanka, specializing in vocational and degree-level programs in management, sciences, and related disciplines. Fully affiliated with Management and Science University (MSU) in Malaysia, MSI delivers curricula aligned with international standards, enabling credit transfers and progression to degrees at MSU or partner institutions in countries including the United Kingdom, Australia, New Zealand, Germany, and Japan. The institute operates from its campus at 300 Galle Road, Colombo 03, and maintains a hotline for inquiries at +94 77 077 7880. Founded more than 15 years prior to 2025, MSI emphasizes practical, industry-oriented training to equip students for global careers, with a focus on fields such as hospitality, business, information technology, and biomedical sciences. Diploma programs include Hospitality & Tourism Management, Business Management, Event Management, and Biomedical Science, while undergraduate offerings feature Bachelor of Science (Hons) degrees in Human Capital Management, International Business, and Hospitality & Tourism Management. Advanced options encompass MBA and PhD pathways, supported by MSU's recognition from over 40 universities worldwide for articulation agreements. MSI's programs integrate theoretical knowledge with hands-on skills, such as in event planning and biomedical laboratory techniques, aiming to bridge local education with international employability. Annual intakes, including for 2025, target diploma-to-degree progression, with success stories highlighting alumni advancements in professional roles. As an offshore extension of MSU, MSI benefits from the parent university's accreditation frameworks, though its primary sources remain institutionally promotional, underscoring self-reported outcomes over independent audits.

Computing and electronics

Microsoft Installer

Microsoft Installer, also known as Windows Installer, is an installation and configuration service integrated into Microsoft Windows operating systems, providing a standardized framework for installing, updating, patching, and uninstalling software applications. It operates through executable packages with the .msi file extension, which function as relational databases containing tables that define installation instructions, files, registry entries, components, and dependencies. The service is executed via the msiexec.exe process, which interprets these packages and manages transactions to ensure atomic operations, including rollback capabilities in case of failures. Introduced in the late 1990s during the development of Microsoft Office 2000, Windows Installer version 1.0 was initially bundled with that application before broader integration into Windows 2000 in February 2000. This timing aligned with Microsoft's push for consistent deployment mechanisms across enterprise environments, replacing ad-hoc setup programs with a service supporting features like advertised shortcuts and on-demand installation. Subsequent versions have evolved to address scalability, security, and compatibility; for instance, version 2.0 shipped with Windows XP in October 2001, introducing improved patching and merge module support. Key features include a modular structure dividing applications into features—user-selectable functional units such as word processing tools—and components, which are shared resources like DLLs that prevent duplication during multiple installations. The service enforces referential integrity through key paths, ensuring components remain installed if referenced by any feature, and supports hierarchical feature relationships where selecting a sub-feature installs its parents. Transactional patching, available since version 3.0 in 2004, allows multiple updates to be applied atomically with rollback, enhancing reliability in enterprise deployments.
VersionKey File VersionInitial Release Context
2.02.0.2600.0Windows XP (2001)
3.03.0.3790.2180Windows XP SP2 (2004)
3.13.1.4000.1823Redistributable (2005)
4.04.0.6000.16386Windows Vista (2006)
4.54.5.6002.18005Windows Vista SP2 (2009)
5.05.0.7600.16385Windows 7 (2009)
Later enhancements, such as those in version 5.0, added support for securing resources like services and registry keys during installation, along with per-user or per-machine contexts to accommodate diverse deployment scenarios. While effective for managed environments, the service has limitations in consumer scenarios, where custom installers often bypass it for simpler user interfaces, though Microsoft recommends its use for consistency and repair capabilities.

Medium-scale integration

Medium-scale integration (MSI) refers to a generation of integrated circuits that incorporate between 10 and 100 logic gates or tens to hundreds of transistors on a single chip, enabling the implementation of moderately complex digital functions beyond simple gates. This level of integration typically features 12 to 99 gates, distinguishing it from small-scale integration (SSI) with fewer than 12 gates and large-scale integration (LSI) exceeding 100 gates. MSI emerged in the late 1960s, around 1968, as advancements in semiconductor fabrication allowed for denser packing of components compared to SSI circuits introduced earlier in the decade. Prominent between 1966 and 1971, MSI technology facilitated the production of chips using bipolar junction transistors, reducing the need for discrete components and board space in early digital systems. It represented a transitional phase in IC evolution, bridging basic logic gates to more sophisticated subsystems and contributing to cost reductions and improved reliability in applications like calculators and control logic. Common MSI circuits include multiplexers, demultiplexers, decoders, encoders, counters, and arithmetic units such as 4-bit adders like the 74283. These devices performed operations like data selection, address decoding, and binary counting, often in TTL (transistor-transistor logic) families, enabling compact designs for digital timers, registers, and simple processors. By integrating dozens of gates, MSI chips minimized interconnections, lowered power consumption relative to discrete equivalents, and accelerated signal propagation, though they still required external wiring for larger systems.

Message Signaled Interrupt

Message Signaled Interrupts (MSI) constitute an interrupt delivery method standardized in the PCI Local Bus Specification Revision 2.2, effective December 18, 1998, serving as an alternative to conventional pin-based (INTx) interrupts. In this approach, PCI-compatible devices signal interrupts to the host by issuing a dedicated memory write transaction over the bus, rather than asserting dedicated interrupt pins, thereby integrating interrupt signaling into the standard data pathway. The core mechanism involves the device performing a posted 32-bit write of interrupt message data to a host-assigned 64-bit address, typically within the range handled by the system's interrupt controller, such as the x86 Advanced Programmable Interrupt Controller (APIC). This transaction is routed to the root complex or bridge, where the address decoding triggers vector generation and delivery to the target CPU core, bypassing traditional interrupt arbitration hardware. Basic MSI supports up to 32 unique vectors per PCI function, determined by the programmable fields in the MSI capability structure within the device's configuration space. To enable MSI, device drivers enumerate the MSI capability via PCI configuration reads, allocate system interrupt resources, and program the message address (often an APIC-specific base) and data registers before setting the enable bit; legacy INTx must be disabled to prevent fallback conflicts. In PCI Express environments, the memory write manifests as a Transaction Layer Packet (TLP), conserving pins and enabling scalability in multi-function devices. An enhanced form, MSI-X, defined in PCI Specification Revision 3.0 (2002), extends this to 2048 vectors per function through a configurable table of address/data pairs, adds per-vector masking, and includes a pending bit array for status tracking, suiting high-throughput peripherals like storage controllers. Compared to legacy interrupts, MSI eliminates pin contention and sharing-induced latency spikes, reduces CPU overhead from interrupt routing (e.g., via IO-APIC), and supports affinity to specific cores for better cache locality. Empirical evaluations indicate MSI achieves up to threefold lower latency versus IO-APIC and fivefold versus legacy 8259 PIC in serviced interrupts, while enabling denser device integration without additional signaling wires. These benefits underpin widespread adoption in modern systems, though implementation requires robust OS support for vector management and error handling in message delivery.

Medicine and biology

Microsatellite instability

Microsatellite instability (MSI) refers to a hypermutable phenotype arising from deficient DNA mismatch repair (MMR), characterized by an increased frequency of insertions and deletions in microsatellite regions during DNA replication. Microsatellites are short tandem repeats of 1-6 base pairs, prone to polymerase slippage errors that the MMR system normally corrects by recognizing and excising mismatched bases. In MSI, this repair fails, leading to frameshift mutations, particularly in genes with coding microsatellites, such as those involved in apoptosis or DNA repair. The primary cause of MSI is loss of function in MMR proteins, including MLH1, MSH2, MSH6, and PMS2, which form heterodimers to scan and repair replication errors. Hereditary MSI stems from germline mutations in these genes, as in Lynch syndrome (hereditary nonpolyposis colorectal cancer), accounting for 2-4% of colorectal cancers. Sporadic MSI, comprising the majority, often results from somatic events like biallelic inactivation of MLH1 via promoter hypermethylation, influenced by age, BRAF mutations, and CIMP-high epigenotype. MSI occurs in approximately 15% of colorectal adenocarcinomas, more frequently in right-sided, mucinous, or poorly differentiated tumors. Detection of MSI relies on established methods to classify tumors as microsatellite stable (MSS), MSI-low (MSI-L), or MSI-high (MSI-H). Polymerase chain reaction (PCR) amplifies specific microsatellite loci (e.g., Bethesda panel of five markers: BAT25, BAT26, D2S123, D5S346, D17S250) and assesses length shifts via capillary electrophoresis; MSI-H requires instability in ≥30% of loci. Immunohistochemistry (IHC) evaluates nuclear expression of MMR proteins in tumor tissue, with loss indicating deficiency (e.g., isolated PMS2 loss implies MLH1-PMS2 dimer issue). Next-generation sequencing (NGS) provides integrated MSI assessment alongside mutation profiling. PCR and IHC show high concordance (>95%) in colorectal cancer, serving as complementary gold standards, though IHC may miss rare MSH6/PMS2 issues resolvable by PCR. Clinically, MSI-H/dMMR tumors exhibit high tumor mutation burden and neoantigen load, fostering robust antitumor immunity and predicting superior response to immune checkpoint inhibitors like pembrolizumab or nivolumab, with FDA approval for MSI-H solid tumors irrespective of histology since 2017. In colorectal cancer, MSI-H confers better stage-adjusted prognosis due to lymphocytic infiltration and apoptosis sensitivity, but resistance to fluorouracil-based chemotherapy. Testing is recommended for all advanced or metastatic solid tumors per guidelines, and universally in colorectal for Lynch screening.

Mass spectrometry imaging

Mass spectrometry imaging (MSI) is a label-free analytical technique that spatially maps the distribution of molecules within samples, such as biological tissues, by measuring their mass-to-charge ratios after ionization. It enables the simultaneous detection of diverse analytes, including metabolites, lipids, peptides, and small molecules, with high chemical specificity and sensitivity down to attomolar levels in some configurations. Unlike traditional histology, MSI provides molecular-level insights without prior knowledge of targets, revealing heterogeneity in complex matrices. The core principle involves raster-scanning a sample surface, ionizing analytes at discrete points, and reconstructing ion intensity images based on mass spectra. Ionization methods vary: secondary ion mass spectrometry (SIMS) uses a primary ion beam to sputter surface atoms, achieving nanoscale resolution (as low as 50 nm) but fragmenting larger molecules; matrix-assisted laser desorption/ionization (MALDI) applies a UV-absorbing matrix to samples, desorbing intact biomolecules via laser pulses for resolutions of 5–50 μm, commonly used for proteomics and lipidomics; desorption electrospray ionization (DESI) employs charged solvent droplets at ambient pressure, preserving native states without vacuum or matrices, suitable for surgical tissues with resolutions around 200 μm. Each technique trades off resolution, analyte range, and sample preparation complexity—SIMS excels in inorganic and small organic mapping, MALDI in high-molecular-weight species, and DESI in minimal invasiveness. MSI originated in the 1960s with SIMS for surface analysis, but biological applications surged in the 1990s following MALDI's adaptation for tissue imaging, enabling direct peptide mapping in rat brain sections by 1997. Advancements since include higher-resolution Orbitrap and Fourier transform mass analyzers, integrating MSI with microscopy for multimodal data (e.g., combining with immunofluorescence for protein validation). Recent developments, such as machine learning for spectral unmixing and tissue expansion protocols, push subcellular resolution and throughput, with single-cell MSI emerging by 2023. In applications, MSI supports pharmaceutical research by quantifying drug penetration and metabolites in tumors, as in whole-body imaging of irinotecan distribution in mice (resolution ~50 μm, 2023 studies). Clinically, it aids pathology via lipid signatures for cancer subtyping, with DESI-MSI distinguishing glioma margins intraoperatively since 2010. Emerging uses span forensics (trace evidence mapping), environmental science (pollutant localization in soils), and multi-omics, where MSI datasets integrate with genomics for spatial biology, though challenges like quantitation (addressed via standards yielding <20% error) and data volume persist.

Education and institutions

Minority-serving institution

A minority-serving institution (MSI) is a U.S. higher education institution that enrolls a significant proportion of undergraduate minority students, typically at least 25-50% depending on the designation, and receives federal recognition under the Higher Education Act (HEA) for targeted support. These institutions emerged to address historical underrepresentation and educational disparities, with roots in post-Civil War establishments for specific groups, evolving through HEA amendments in 1965 and subsequent expansions to include broader categories. MSIs collectively enroll over 4.7 million students, representing about 27% of all U.S. undergraduates, and are disproportionately public two-year and four-year colleges serving low-income and first-generation students. Key MSI designations include Historically Black Colleges and Universities (HBCUs), which enroll at least 40% Black students and trace origins to pre-1964 missions for African Americans; Hispanic-Serving Institutions (HSIs), requiring 25% Hispanic enrollment; Tribal Colleges and Universities (TCUs), focused on Native American communities with at least 51% Native enrollment or tribal governance; Asian American and Native American Pacific Islander-Serving Institutions (AANAPISIs), with 10% AAPI enrollment; and others like Predominantly Black Institutions (PBIs) and Native American-Serving Nontribal Institutions (NASNTIs). Over 700 institutions hold at least one MSI designation, with many overlapping, such as HSIs also qualifying as AANAPISIs. Federal eligibility is determined by enrollment thresholds and institutional mission, administered by the U.S. Department of Education. Federal funding for MSIs primarily flows through Title III (for HBCUs, TCUs, and others) and Title V (for HSIs) of the HEA, providing grants for infrastructure, faculty development, and student services; in fiscal year 2023, these programs distributed over $900 million, though allocations vary by administration. In September 2025, the U.S. Department of Education terminated approximately $350 million in discretionary MSI grants deemed racially discriminatory for imposing quotas on beneficiary demographics, redirecting resources toward merit-based and non-race-restricted aid while preserving formula funding for eligible institutions. Critics argue such race-based funding incentivizes demographic engineering over academic excellence, potentially lowering standards to meet enrollment thresholds, as evidenced by lower average graduation rates at some MSIs (around 25-30% six-year rates versus 60% nationally). Empirical studies show MSIs enhance economic mobility, with graduates experiencing 2-3 times higher income gains relative to non-MSI peers from similar backgrounds, particularly in public two-year MSIs where federal grants correlate with improved retention and completion. However, outcomes vary: HBCUs produce 17% of Black bachelor's degrees despite comprising 3% of institutions, but systemic challenges like underfunding (receiving 13% less per student than non-MSIs) contribute to persistent gaps in research capacity and completion rates. Recent analyses emphasize that MSI effectiveness hinges on "servingness"—active integration of cultural competencies into curricula—rather than designation alone, with under-resourced institutions risking perpetuation of inequities absent targeted reforms.

Esports and gaming

Mid-Season Invitational

The Mid-Season Invitational (MSI) is an annual international tournament in the League of Legends esports ecosystem, organized by Riot Games to pit top-performing teams from major regions against each other midway through the competitive year. Established in 2015, it serves as a mid-season benchmark event, providing teams with high-stakes competition, a multimillion-dollar prize pool, and qualification advantages for the season-ending World Championship, such as direct seeds or byes. The tournament emphasizes regional strength testing, with outcomes often foreshadowing Worlds performance, as evidenced by multiple instances where MSI champions have gone on to claim the global title in the same year. Qualification for MSI is determined by results in each region's primary spring split leagues, such as the (), (), (), (), and (Pacific), among others. Typically, the top one to three teams per region advance based on placement, with secondary regions contributing fewer slots; for example, in recent iterations, major regions like and send their top two squads. The event format generally features a Play-in stage for lower-seeded teams in a double-elimination bracket, followed by a main bracket stage with the same structure, culminating in best-of-five grand finals. Innovations like "Fearless Draft" in 2025—where bans from prior games carry over to limit champion repetition—have been introduced to promote strategic diversity and counter meta dominance. Prize pools have grown significantly, reaching $2,000,000 USD for the 2025 edition, distributed with the winner receiving $500,000. MSI hosted in various , starting with , in 2015, and progressing to sites like (2018) and , , for 2025 (June 27 to July 12 at ). The 2020 was canceled to the and replaced by a charity-focused Mid-Season Streamathon featuring . LPL teams have dominated historically, securing five titles, while squads hold in finals appearances.
YearWinnerFinalistScoreHost Location
2015EDward GamingSK Telecom T13–2Tallahassee, USA
2016SK Telecom T1CLG3–0Shanghai, China
2017SK Telecom T1Royal Never Give Up3–0Brazil
2018Royal Never Give UpKingzone DragonX3–1Shanghai, China
2019G2 EsportsSK Telecom T13–1Cheng Du, China
2020(Cancelled)---
2021Royal Never Give UpPSG Talon3–2Reykjavik, Iceland
2022Royal Never Give UpT13–0Busan, South Korea
2023JD GamingBLG3–1London, UK
2024T1Gen.G3–1Chengdu, China
2025Gen.GT13–2Vancouver, Canada
Notable achievements include T1's back-to-back wins in and their of claiming both MSI and Worlds in , underscoring the tournament's in identifying contenders. G2 Esports' marked a for non-East Asian regions, challenging the of LCK and LPL supremacy. Viewership peaks, such as the ' record-breaking , highlight MSI's growing in .

Other uses

MSI barcode symbology

The MSI barcode symbology, also known as Modified Plessey, is a one-dimensional, numeric-only encoding format developed by MSI Data Corporation as a variant of the original Plessey code introduced in 1971. It employs a variable-length structure capable of representing up to 255 digits, using a four-bit binary scheme where black bars denote "1" and spaces denote "0". This symbology is continuous and non-self-checking, meaning it lacks inherent redundancy for error detection without additional checksums, distinguishing it from formats like Code 39. Encoding in MSI follows a pattern of start and stop patterns flanking the data characters, with each digit encoded via four elements (bar-space pairs) of three modules each; binary "0" elements feature a narrow bar followed by a wide space, while "1" elements reverse this. The symbology supports only decimal digits 0-9, excluding alphabetic or symbolic characters, and typically includes one mandatory check digit for validation, with a second optional in some implementations. Check digit computation commonly uses Modulo 10 (based on the Luhn algorithm, weighting alternate digits from the right and computing the value to make the total divisible by 10) or Modulo 11, enhancing data integrity during scanning. For example, to verify a code like 1234567 with a single Mod 10 digit, the even-position sum (from right, excluding check) is doubled for odd positions in the alternating process, yielding a check digit of 4 for the full sequence 12345674. MSI barcodes are applied mainly in inventory management, such as labeling grocery store shelves, warehouse racks, and library systems for tracking numeric identifiers like stock numbers. Their simplicity in numeric encoding and compatibility with early barcode readers made them suitable for high-volume, low-variety data scenarios, though they have declined in favor of more versatile symbologies like UPC or Code 128 due to limited character support and reliance on external check validation. Scanners must be configured to transmit or ignore check digits, with transmission modes varying by whether one or two digits are present.

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