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Bloom

Bloom most commonly refers to the , a probabilistic in . For other uses, see the sections below. A Bloom filter provides an efficient method for testing whether an element is likely a member of a set, using significantly less space than traditional methods—often by an or more compared to hash tables for the same error rate—while allowing a tunable rate of false positives but guaranteeing no false negatives. Conceived by Burton Howard Bloom in 1970, it operates on a fixed-size initialized to zeros, employing k independent functions to map each element to k positions within the array. To insert an into the filter, the bits at the positions indicated by its functions are set to 1; for a membership query, all corresponding bits are checked—if any is 0, the is definitely not in the set, but if all are 1, it may be present (with the false positive probability approximately (1 - e^{-kn/m})^k, where n is the number of elements, m the size, and k the number of hashes). This design trades accuracy for space efficiency, making it ideal for large-scale approximate membership testing without storing the actual elements. The basic structure does not support deletions, though variants like counting Bloom filters address this by using counters instead of bits. Bloom filters have found widespread applications in , particularly in scenarios requiring fast lookups with constrained , such as caching (e.g., Google's safe browsing), database query optimization, network packet filtering, and distributed systems like for tracking keys. In networking, they enable efficient group membership checks and intrusion detection by summarizing sets of addresses or URLs without excessive storage. Their simplicity and performance have led to extensions, including scalable Bloom filters for dynamic sets and Bloom filters for , underscoring their enduring influence in modern computing infrastructures.

Science and technology

Biology

In biology, a bloom refers to various natural processes involving rapid growth, expansion, or visible manifestations in living organisms. One prominent example is the flower bloom, which denotes the opening of flowers on a as part of its reproductive . This begins with floral , where vegetative meristems transition to produce flower buds, regulated by endogenous genetic pathways and external cues such as photoperiod (day length) and temperature. Stages include bud initiation, elongation, and full petal expansion, often triggered by in temperate plants or long-day conditions in others, with hormones like and playing key roles in coordinating growth. Environmental factors, including sufficient light for , optimal temperatures (typically 15–25°C for many ), and pollinator activity, influence timing and synchrony, ensuring blooms align with favorable reproduction periods. Algal blooms involve the explosive proliferation of microscopic or in environments, often turning discolored or scummy. These events are primarily driven by nutrient enrichment from agricultural runoff (excess and ), warm temperatures (above 20°C), and stagnant conditions that reduce dilution. Intensified by , with record HAB events in 2024-2025. Types include non-toxic nuisance blooms, which impair and , and harmful algal blooms (HABs), where toxin-producing like Karenia brevis generate neurotoxins affecting and humans. Ecologically, blooms deplete dissolved oxygen upon die-off, creating hypoxic "dead zones" that suffocate and disrupt food webs; for instance, red tides caused by dinoflagellates along coasts have led to mass and fishery closures since the 1990s. Jellyfish blooms describe sudden, dense aggregations of in marine waters, altering dynamics. Key drivers include of predators like , which reduces competition; from nutrient pollution favoring prey; and climate-induced warming that extends favorable conditions. These blooms prey heavily on eggs and larvae, outcompete native species for , and export carbon to the via , reducing energy transfer to higher trophic levels and potentially shifting ecosystems toward jellyfish dominance. Notable cases, such as the 1980s outbreaks in the involving the (Cyanea capillata), disrupted fisheries and caused economic losses exceeding millions of euros annually. Epicuticular wax bloom appears as a powdery on fruit surfaces, such as grapes () and plums (), formed by crystalline protrusions of cuticular . Chemically, it consists mainly of long-chain hydrocarbons (C25–C35 alkanes), fatty acids, and alcohols, self-assembling into tubular or platelet structures via hydrophobic interactions. This bloom functions as a barrier to non-stomatal loss, reducing by up to 30% in arid conditions, and shields against UV radiation, pathogens, and insect damage by creating a hydrophobic micro-environment. Bloom syndrome is a rare autosomal recessive arising from biallelic mutations in the BLM gene on 15q26.1, which encodes a essential for and replication. Symptoms include prenatal and postnatal growth deficiency (average adult height ~140 cm), sun-sensitive telangiectatic on the face, chronic lung disease, (in males), and a profoundly elevated cancer risk (e.g., and solid tumors at 150–300 times the general rate) due to genomic instability and sister chromatid exchanges. Inheritance follows Mendelian recessive patterns, with carrier frequency highest among (1 in 120) owing to a mutation (BLM^Ash), though cases occur globally at an estimated incidence of 1 in 48,000. relies on chromosomal breakage tests using agents like , revealing increased quadriradial figures, alongside genetic sequencing for confirmation.

Computing

In computing, the term "Bloom" most prominently refers to the , a probabilistic designed for efficient membership testing in sets. Invented by Burton Howard Bloom in 1970, it represents a set of n elements in a of size m using k independent hash functions, where inserting an element sets the bits at the positions indicated by hashing the element with each function. Membership queries check if all corresponding bits are set; a "no" result definitively indicates absence (no false negatives), while a "yes" may be a false positive due to bit collisions from unrelated elements. The approximate false positive probability is given by p \approx \left(1 - e^{-kn/m}\right)^k, which can be tuned by adjusting m and k to balance space efficiency and accuracy; for example, to achieve p ≈ 0.01, use m ≈ 9.6 n and k ≈ 7 (precisely, k = round((m/n) \ln 2)); at optimum, p ≈ (0.6185)^{m/n}. A key variant, the counting Bloom filter, extends the structure to support element deletion by replacing bits with small counters (typically 4-8 bits each), incrementing on insertion and decrementing on removal. Introduced in 1998 for web caching protocols, it maintains similar membership semantics but incurs higher space overhead (about 8 times that of the standard filter for comparable error rates) and slightly increased false positive risk due to counter overflows or underflows in high-multiplicity scenarios. This trade-off enables dynamic operations in applications requiring mutable sets, such as approximate frequency counting. Recent research explores quantum-resistant adaptations. Another significant use of "Bloom" in arises in , where the bloom effect simulates the scattering of light from bright sources, producing a glow or halo around overexposed areas to mimic real-world optical phenomena like . Originating from efforts to model light diffusion in early ray tracing algorithms during the , which aimed to capture effects beyond simple specular highlights, the technique evolved into efficient post-processing implementations in rendering pipelines. In modern real-time graphics, such as , bloom is applied after initial scene rendering by extracting bright pixels, blurring them (often via separable Gaussian filters), and the result with the original image, enhancing visual realism in high-dynamic-range () environments at low computational cost. Bloom filters find wide application across domains due to their compact representation and constant-time queries. In databases and search systems, they accelerate spell-checking by pre-filtering potential dictionary matches, as originally envisioned, reducing lookups in large corpora like those used by for query correction. In networking, they optimize caching by summarizing remote cache contents, enabling efficient hit/miss predictions without full data transmission, as in protocols like for wide-area web sharing. In cryptocurrency, Bitcoin's Simplified Payment Verification (SPV) clients formerly employed Bloom filters to request only relevant s from full nodes, filtering blocks for unspent transaction outputs (UTXOs) matching wallet addresses while preserving , though the feature (BIP 37) has been deprecated due to concerns and is disabled by default as of 2021, with modern alternatives preferred. These uses highlight Bloom filters' role in scaling systems where exact membership is unnecessary but false negatives must be avoided.

Materials science

In , a bloom refers to a crystalline or powdery deposit that forms on the surface of metals, often resulting from oxidation, , or elemental segregation during cooling processes. These deposits can compromise the aesthetic appearance and protective qualities of metal surfaces. For instance, in galvanized , zinc bloom—also known as white rust or hydrozincite (Zn₅(CO₃)₂(OH)₆)—manifests as a , powdery layer when the zinc reacts with moisture and in stagnant conditions. This occurs particularly during storage or transportation if the steel is exposed to without proper , leading to the formation of basic . Prevention strategies include using controlled atmospheres to minimize moisture exposure, alloying the zinc with elements like aluminum to enhance , and applying post-treatment coatings such as chromate passivation. Similar blooms can appear on other metals, such as lead or tin, where salts form a surface layer due to reactions with atmospheric acetic vapors, often in enclosed environments. In composite materials, epoxy bloom describes a white, hazy residue that emerges on the surface of cured resins, primarily due to the of curing agents to the during the curing process. This is exacerbated by high or in the ambient air, which reacts with the to form salts or bicarbonates that crystallize as a waxy film. The bloom detracts from the visual clarity of the composite, reduces gloss, and can impair intercoat or secondary bonding in applications like laminates or coatings, potentially leading to under . Mitigation involves reformulating the system with low-mobility hardeners, adding accelerators to speed curing and limit , or applying the in low- environments (below 85% relative humidity and at least 5°F above the ). Blooming in art conservation pertains to the hazy or milky discoloration that develops on layers overlying oil paintings, typically from migration, over-cross-linking of the , or to . In 19th-century oil paintings, this issue often arose from the use of dammar or mastic applied over lead-white grounds, where fluctuations caused or , resulting in a dull, uneven sheen that obscures the artist's intended colors. Historical examples include works by artists like those restored by Farrer, where bloom—sometimes called "chill"—was suppressed through selective re-varnishing techniques documented in mid-19th-century reports. employs gels, such as poly()– formulations with and , to gently dissolve and remove the bloomed layer without damaging the underlying paint, followed by re-application of synthetic like for stability. These methods preserve the artwork's while preventing recurrence through environmental controls. Salt bloom, commonly termed efflorescence in masonry, involves the crystallization of soluble salts on porous surfaces like brick or stone, driven by repeated moisture cycles that dissolve and transport salts from within the material to the exterior. Water infiltrating through rain, groundwater, or rising damp carries salts such as calcium sulfate or sodium chloride, which precipitate as white, powdery deposits upon evaporation, particularly in climates with freeze-thaw cycles. This can erode the masonry substrate over time, causing spalling, crumbling, or aesthetic degradation in historic structures; notable examples include the salt-induced deterioration at Whitby Abbey in Yorkshire, England, and the megalithic temples of Hagar Qim in Malta, where efflorescence has accelerated facade decay since antiquity. Prevention focuses on improving drainage to limit moisture ingress, using low-salt mortars in repointing, and applying silane-based sealers to reduce porosity without trapping salts internally.

Other science and technology

In , bloom refers to a soft or glow surrounding bright sources, resulting from caused by imperfections in design. This arises primarily from parasitic internal reflections between elements, where scatters and creates a diffused illumination around high-contrast areas, as well as external reflections from entering the front element. Historically prominent in early 20th-century lenses, which often lacked anti-reflective coatings, bloom was more pronounced in vintage due to uncoated surfaces that amplified unwanted . Modern lenses mitigate bloom through multi-layer anti-reflective coatings that reduce internal reflections by up to 99% and optimized designs that limit paths, minimizing in high-contrast scenes. In , the blooming effect describes the radial dispersion of colored stars from a firework upon bursting, creating a spherical or flower-like spread of light in the . This visual expansion is engineered through precise chemical formulations that control burn rates and particle trajectories, with metal salts determining the hues—such as compounds producing tones by emitting light at specific wavelengths during . Optical blooming in lasers, also known as , occurs when high-power propagate through a medium like air, causing due to localized heating from . The resulting density gradients alter the , defocusing the and increasing its diameter, which can reduce intensity by factors of 10 or more over long paths. Mitigation employs systems, which use deformable mirrors to pre-correct in , restoring quality for applications including targeting systems where precise delivery is critical over kilometers. In food science, bloom on chocolate manifests as a white or gray coating on the surface, with fat bloom arising from temperature fluctuations that cause cocoa butter to melt partially, migrate to the exterior, and recrystallize in unstable polymorphic forms. Sugar bloom, in contrast, results from moisture exposure, where surface sugars dissolve and recrystallize as the water evaporates, forming a rough, dusty layer. Both types alter texture—fat bloom yields a smoother but matte finish, while sugar bloom creates a gritty surface—but neither poses safety risks or affects edibility, as they stem from physical changes rather than microbial growth.

People

Individuals with the surname Bloom

Claire Bloom (born February 15, 1931) is a British actress renowned for her extensive career in stage, film, and television, spanning over seven decades. She made her stage debut at age 15 and achieved international fame at 20 playing opposite in the film (1952). Bloom gained prominence through Shakespearean roles, including opposite at in 1948 and Juliet at in the 1950s. Her film work includes notable performances in (1958) alongside and , as well as (1973) and (2010). She received BAFTA nominations for her role in the television series (1981). Bloom's personal life includes marriages to actor from 1959 to 1969 and author from 1990 to 1995; she detailed her relationship with Roth in her 1996 memoir Leaving . Orlando Bloom (born January 13, 1977) is an English actor who rose to global prominence through major fantasy franchises. He portrayed Legolas Greenleaf in The Lord of the Rings trilogy (2001–2003) and Will Turner in the Pirates of the Caribbean series (2003–2017). Bloom trained at the National Youth Theatre and Guildhall School of Music and Drama before breaking out in these roles, which established him as a leading man in films like Troy (2004) and The Hobbit trilogy (2012–2014). An advocate for environmental causes, he has supported organizations such as Global Green and served as a UNICEF Goodwill Ambassador. More recent projects include his portrayal of Rycroft 'Philo' Philostrate in the fantasy series Carnival Row (2019–2023), Harrison in the biographical sports drama Gran Turismo (2023), and the lead role in the action thriller Red Right Hand (2024). He is also set to star in the comedy film Deep Cover (2025). Hyman Bloom (1913–2009) was a Latvian-American painter whose expressionist works explored themes of , Eastern religion, and the , influencing . Born in the Bauska District of , he immigrated to with his family in 1920, where he received early mentorship from artist Jack Levine. Bloom's style combined gestural abstraction with figurative control, as seen in pieces like The Hull (1952), a visceral depiction of a female cadaver that reflects his fascination with life and death. His paintings, including The Synagogue (c. 1940) and Seance (c. 1950), were exhibited at the in the 1942 show Americans 1942 and at the in 1950. Bloom's contributions earned him recognition as a precursor to East Coast figurative expressionism, with retrospectives at the Fuller Museum of Art in 1996 and the in 2002. Molly Bloom (born 1978) is an American entrepreneur and author best known for hosting high-stakes underground poker games frequented by celebrities and financiers. A former member of the U.S. Ski Team, she transitioned to organizing these exclusive events in Los Angeles and New York, generating millions in tips before legal scrutiny. In April 2013, she was indicted as part of a broader probe into illegal gambling rings tied to Russian-American organized crime, leading to an FBI raid on her operations. Bloom pleaded guilty in December 2013 to charges of profiting from illegal poker games, resulting in a $125,000 fine and one year of probation. She chronicled her experiences in her 2014 memoir Molly's Game: From Hollywood's Elite to Wall Street's Billionaire Boys Club, which inspired the 2017 film adaptation directed by Aaron Sorkin. Verna Bloom (1938–2019) was an American actress celebrated for her roles in film, television, and theater. Born in , she studied at and began her career in regional theater before her Broadway debut as Charlotte Corday in (1967). Bloom's screen breakthrough came with the lead in Haskell Wexler's (1969), followed by appearances in Clint Eastwood films such as (1973) and (1982), as well as Martin Scorsese's (1985) and (1988), where she portrayed Mary, mother of Jesus. She is also known for her role as Marion Wormer in National Lampoon's Animal House (1978). Bloom contributed to Chicago's theater scene, including work with the .

Fictional characters

serves as the protagonist and central figure in James Joyce's modernist novel (1922), portrayed as a 38-year-old Jewish canvasser navigating the streets of on June 16, 1904—a date now celebrated annually as . As an character, Bloom embodies ordinary human experiences amid intellectual and sensory wanderings, with the narrative employing stream-of-consciousness techniques to explore his thoughts on identity, mortality, and daily life. His Jewish heritage, stemming from an immigrant father who converted to Christianity, underscores themes of alienation and cultural hybridity in early 20th-century . Molly Bloom, Leopold's unfaithful wife in Ulysses, emerges as a complex figure of sensuality and introspection, culminating in her renowned soliloquy that spans the novel's final chapter without punctuation, reflecting on love, desire, and existence. This monologue has profoundly influenced , positioning Molly as a subversive voice challenging patriarchal norms and celebrating female autonomy and eroticism. Her character draws from archetypal figures like Penelope in Homer's , yet subverts expectations by embracing and over . In the Italian-American animated series (2004–present), Bloom is the lead protagonist, an ordinary teenage girl from who enrolls at Alfea for and uncovers her true identity as the long-lost princess of the planet Domino and guardian of the Dragon Flame—a supreme magical force enabling fire-based powers such as fireballs, beams, and dragon manifestations. Her character arc traces a transformation from insecure outsider to confident leader of the , mastering her abilities through trials that restore her kingdom and affirm her royal heritage. In the English dub produced by , Bloom is voiced by , whose performance captures the character's youthful determination and growth across seasons 3 through 6. Dr. Lauren Bloom is a principal character in the American medical drama (2018–2023), depicted as the head of the at New Amsterdam Hospital, a high-pressure role where she demonstrates sharp efficiency in managing crises while grappling with personal struggles including ADHD and painkiller dependency. Portrayed by , Bloom's arc highlights her professional resilience and evolving relationships, such as her romance with nurse Leyla Shinwari, amid the hospital's systemic reforms. Her backstory involves a tumultuous upbringing with an alcoholic mother, adding depth to her portrayal as a driven yet vulnerable committed to patient care.

Places

United States

In the United States, several places bear the name Bloom or incorporate it prominently, often reflecting historical settlement patterns in rural and frontier areas. Bloom is an unincorporated community in , located along the old Fort Dodge-Camp Supply Military Road. Settled in the by homesteaders, including the Vanderslice family who named it after their hometown of Bloomburg, the community experienced rapid growth following the arrival of the , Rock Island & Pacific Railroad in 1888, when its population reportedly reached a few hundred residents focused on and rail-related activities. A operated from 1885 to 1891 and reopened from 1908 until its closure in 1992, marking the community's decline amid droughts in the and , leaving it as a largely abandoned today with fewer than 100 residents in the surrounding Bloom Township. Bloom Township, in , is a rural organized in August 1812, covering nearly 49 square miles in the county's northern region. Early settlement began around 1805–1810 with pioneers such as and the Bennett family, who established farms amid the area's forested terrain. The township's population was 2,714 as of the 2020 U.S. Census, reflecting its ongoing agricultural and residential character. A notable historical feature is Bloom Furnace, a 19th-century built in 1830 by Christian Benner and his sons and in the northwestern portion of section 30; it operated until 1874 before a brief restart in 1879, contributing to the local iron industry during Ohio's early industrial expansion. Bloomingdale is a village in , within Bloomingdale Township, which was organized in 1845 following the county's establishment in 1838. The first settlers arrived in 1837, led by the family from , who cleared dense forests for farming in what was initially part of Clinch Township before its renaming. The village itself developed in the mid-19th century around the Kalamazoo and South Haven Railroad, fostering lumber and agricultural economies. Its population was 454 according to the 2020 U.S. , maintaining a small-town atmosphere with community events like the annual .

Other countries

Bloemfontein, the judicial capital of South Africa, derives its name from the Afrikaans words "bloem" (flower) and "fontein" (fountain), evoking the concept of bloom through its floral associations. Located in the Free State province, it served as the capital of the Orange Free State Boer Republic following the Bloemfontein Convention of 1854, when Britain recognized the independence of the Boer settlers in the region. With a metro area population of approximately 588,000 as of 2022 estimates, Bloemfontein is a key administrative center, housing the Supreme Court of Appeal, South Africa's highest court for civil and criminal appeals. The city is renowned for its annual Rose Festival, held in October, which celebrates its nickname "City of Roses" with displays of thousands of rose varieties, cultural performances, and garden tours at venues like the Urth Garden Centre. In , Blommenholm is a residential district in the municipality of , just west of , functioning as a commuter suburb connected by the Drammen Line railway. The name "Blommenholm" translates to "flower meadow home" in , linking it etymologically to themes of bloom and natural growth. Its statistical area, encompassing Løkeberg-Blommenholm, had a of 7,920 as of 2023 estimates, supporting a blend of single-family homes and low-rise apartments. Historically part of the affluent region, Blommenholm features preserved 19th-century architecture amid its wooded landscapes, reflecting 's emphasis on integrating heritage with modern living.

Arts and entertainment

Literature

In literature, the word "bloom" serves as a potent for , vitality, and renewal, often contrasting ephemeral with the inexorable passage of time. Poets have long employed it to capture the vibrancy of spring or human flourishing, as in Robert Herrick's "To the Virgins, to Make Much of Time" (1648), where rosebuds in bloom symbolize the urgency of seizing youthful opportunities before they fade. Similarly, William Wordsworth's "I Wandered Lonely as a Cloud" (1807) uses the image of daffodils "in sprightly dance" to evoke spontaneous joy and emotional restoration, transforming a moment of into enduring solace. James Joyce's (1922) integrates blooming motifs through the experiences of the Bloom family, emphasizing thematic layers of personal growth and epiphanies—Joyce's term for sudden, revelatory insights that mirror intellectual and emotional maturation. These moments underscore a of renewal, where ordinary events catalyze profound self-awareness without overt floral imagery. In children's literature, Frances Hodgson Burnett's (1911) employs the garden's literal and symbolic blooming as a central emblem of and , paralleling the characters' psychological recovery through nature's restorative cycles. The once-barren plot flourishes alongside the protagonists' emotional thawing, illustrating how vitality emerges from neglect and isolation. Modern novels often invoke the "bloom of " to explore coming-of-age tensions, portraying innocence's fragility against societal erosion. J.D. Salinger's (1951) indirectly engages this through Holden Caulfield's fixation on protecting childhood purity, evoking a metaphorical bloom threatened by phoniness and loss. Such themes recur in bildungsromans, highlighting the bittersweet transition from unspoiled vigor to mature reflection.

Music

In music, "Bloom" serves as a title or in various compositions across genres, often evoking themes of growth, renewal, and emotional unfolding. The Paper Kites' "Bloom," an track released in 2010 and featured on their 2011 EP , centers on lyrics depicting as a natural awakening, with imagery of sunlight filling the senses and prompting a desire for closeness, symbolizing personal and relational growth. Troye Sivan's 2018 album Bloom is a pop of identity, intimacy, and self-discovery, highlighted by upbeat tracks like the "My My My!," which celebrates in romance. Produced in part by , the record debuted at number 4 on the US , marking Sivan's breakthrough in mainstream representation. Classical music incorporates "blooming" motifs to evoke floral imagery and natural vitality, particularly in Impressionist works by , whose Préludes, Book 2 (1912–1913) includes "Bruyères," a piece portraying the delicate blooming of through shimmering arpeggios and subtle harmonic shifts.

Film and television

is a 2017 biographical crime drama film written and directed by in his directorial debut, based on the memoir by detailing her operation of high-stakes underground poker games frequented by celebrities and mobsters in the early . The film stars as Bloom, with supporting roles by as her lawyer, as her father, and as a poker player, chronicling her rise from Olympic skier to poker organizer and her subsequent FBI investigation and arrest. It grossed $29.5 million worldwide against a $20 million budget. The film received critical acclaim, earning Sorkin an Academy Award nomination for Best Adapted Screenplay, along with a Golden Globe nomination for Chastain in – Drama. Bloom is an television series created by Glen Dolman that premiered on the streaming service in , centering on a small coastal reeling from a deadly when a mysterious emerges with the power to miraculously heal and restore youth, sparking ethical dilemmas and societal chaos including from revived individuals. Starring as town mayor Ray Fulton, alongside , , and , the series explores themes of , to the past, and community fracture in a post-disaster setting. It ran for two seasons from to 2021, with the second season introducing new characters like a biotech executive played by Ursula Mills, escalating the consequences of the plant's abilities.

Organizations

Companies

Bloom Energy is an American company specializing in solid oxide fuel cell (SOFC) technology for onsite power generation. Founded in 2001 as Ion America by K. R. Sridhar, it was renamed Bloom Energy in 2006 and is headquartered in San Jose, California. The company's core product, the Bloom Energy Server, converts fuels such as natural gas, biogas, and hydrogen into electricity without combustion, enabling scalable, reliable power for data centers, hospitals, and industrial sites. Bloom Energy went public on July 25, 2018, via an initial public offering on the New York Stock Exchange under the ticker BE, raising approximately $270 million by selling 18 million shares at $15 each. In 2020, Bloom expanded its partnership with SK Group subsidiary SK E&C to advance hydrogen commercialization, including deployments of 28 megawatts of fuel cell technology in South Korea and joint ventures for electrolyzer production. In 2025, Bloom Energy reported record third-quarter revenue of $519 million, up 57% year-over-year, priced a $2.2 billion convertible senior notes offering, announced a $5 billion strategic partnership with Brookfield for AI data center power solutions, and stated it is on track to reach 2 gigawatts of annual production capacity. Bloom is a Sudan-based startup providing services, including high-yield USD savings accounts and low-cost for users in emerging markets. Launched in late 2021 and scaling in 2022, it was the first Sudanese company accepted into Y Combinator's accelerator program, securing $6.5 million in seed funding led by investors including , Global Founders Capital, and Goodwater Capital. The platform enables non-US residents to hold USD accounts, receive and wire payments, access debit cards, and execute instant regional payouts through local partners, addressing currency devaluation and high remittance fees in . By mid-2024, the company, rebranded as Elevate, had expanded beyond to serve users in other emerging markets with features supporting seamless cross-border transfers. In June 2024, Elevate secured $5 million in pre-Series A funding led by Negma Group to support its pivot toward global freelancer services.

Non-profits and associations

The Bloom Syndrome Association, founded in 2012 and based in , is a dedicated to connecting, educating, and supporting the international community affected by , an ultra-rare . Its mission includes stimulating research to improve health outcomes and for those impacted. The association provides resources such as patient handbooks, clinical guidance, and community events like biennial conferences, while advocating for affected families through awareness campaigns and policy engagement. It also funds innovative research via seed grants, including three awards announced in 2025 to advance understanding and treatments for the condition. In the , the Bloom program, launched in September 2019 by the nonprofit Mental Health UK, focuses on building among youth aged 14 to 18. This initiative delivers free, evidence-based workshops and training in schools and colleges nationwide, equipping young people with tools to navigate life transitions and manage emotional well-being. Activities include interactive sessions on , , and , alongside e-learning modules for educators to foster ongoing school-based support. As of 2022-2023, Bloom had reached 437,095 young people and trained 5,369 teachers, demonstrating significant scale in preventive efforts. America in Bloom, established in 2001 as an independent 501(c)(3) headquartered in , promotes community enhancement through , volunteerism, and . Its mission emphasizes the role of plants, trees, and green spaces in creating vibrant, sustainable locales while preserving heritage and encouraging . The association runs an annual awards program judging communities on categories like floral displays, , and environmental initiatives, alongside educational resources and a national that facilitates networking and best-practice sharing. Over the years, it has impacted more than 360 communities and over 22 million residents by inspiring local beautification projects and volunteer programs.

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