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Surge

Surge is a citrus-flavored soft drink characterized by its high caffeine content and bold marketing as an "extreme" beverage, originally produced by The Coca-Cola Company from 1997 to 2003. Introduced to challenge PepsiCo's Mountain Dew in the energy-oriented soda market, it targeted adolescents and extreme sports enthusiasts with vivid green coloring, aggressive advertising campaigns—including a Super Bowl commercial debut—and a formula boasting 50 milligrams of caffeine per 12-ounce serving, exceeding that of many contemporaries. Despite initial popularity, sales declined due to shifting consumer preferences and competition, leading to discontinuation, though its nostalgic appeal fostered a cult following that prompted limited revivals through fan-driven initiatives and direct-to-consumer sales starting in 2014.

Physical phenomena

Storm surge

Storm surge refers to the abnormal rise in level during a storm, measured as the height above the predicted astronomical level. This phenomenon is distinct from storm tide, which combines with the normal tidal . The primary causes of include strong onshore winds from tropical or extratropical cyclones that drive water toward the coast, creating a dome of elevated water levels, and the inverse barometer effect from low atmospheric pressure, which allows to rise due to reduced air weight on the ocean surface. Wave setup, where breaking waves contribute additional water height, and the storm's forward speed, size, and track relative to coastal and geography further amplify the surge. Shallower continental shelves and funnel-shaped bays, such as those along the U.S. Gulf Coast, concentrate the water pile-up, leading to higher surges. Storm surge height is highly sensitive to variations in storm intensity, radius of maximum winds, and approach angle, with even minor changes potentially altering outcomes by several feet. In the United States, the employs models like SLOSH (Sea, Lake, and Overland Surges from Hurricanes) to forecast surge probabilities, issuing watches and warnings based on expected inundation depths. Measurement occurs via tide gauges, high-water marks, and pressure sensors post-event, often revealing surges exceeding 20 feet (6 meters) above mean tide in extreme cases. The effects of storm surge include widespread coastal inundation, eroding beaches and dunes, breaching levees, and flooding low-lying areas miles inland, which accounts for over half of hurricane-related deaths in the U.S. Infrastructure damage from hydrostatic forces and debris, combined with saltwater contamination of freshwater supplies and ecosystems, exacerbates long-term recovery challenges. Notable historical examples demonstrate the destructive potential: The 1900 Galveston Hurricane produced a surge of approximately 15–20 feet (4.6–6.1 meters), killing over 6,000 people in . Hurricane Katrina in 2005 generated surges up to 28 feet (8.5 meters) along coasts, overwhelming levees and causing over 1,800 deaths across the Gulf region. More recently, Hurricane Michael in 2018 reached a maximum surge of 19 feet (5.8 meters) in Florida's . These events underscore the primacy of wind-driven dynamics over secondary factors like gradual changes in determining acute surge impacts.

Glacier surge

A glacier surge is a dramatic acceleration in glacier flow, where velocities can increase by factors of 10 to 100 times normal rates for periods ranging from weeks to several years, following extended quiescent phases of slow creep lasting decades to centuries. This cyclic behavior distinguishes surge-type glaciers from those exhibiting steady or continuous flow variations driven by climate. Approximately 1% of the world's ~215,000 glaciers exhibit surging tendencies, with higher concentrations in regions like , the , and . The onset of surging typically involves a switch from inefficient to efficient subglacial , coupled with thermal evolution at the . During quiescence, accumulation of debris-rich and development of a temperate layer at the base increase effective pressure; surge initiation arises when influx pressurizes the bed, reducing via hydrodynamic or , enabling basal sliding rates exceeding 100 m/day in extreme cases. Polythermal surges, common in colder climates, rely on localized temperate patches propagating instability, while temperate surges emphasize hydrological throttling. These processes are modulated by rate-and-state laws, where weakening at the - sustains until capacity recovers, terminating the surge. Notable examples include in , which has surged repeatedly since observations began in the early , with cycles averaging 80–120 years and advances of up to 9 km in under two years during active phases. In High Mountain , Kyagar Glacier surged in 2022–2023, draining an ice-dammed lake multiple times and advancing ~7 km, as tracked by satellite altimetry and InSAR. Shisper Glacier in exhibited a surge from 2018–2021, with velocities peaking at 1.5 km/year, highlighting propagation via frontal and undercutting. Such events redistribute ice mass rapidly, often forming supraglacial lakes and crevasses, and can trigger downstream hazards like outburst floods affecting settlements. Surge cycles show quasi-periodic recurrence, influenced by regional and , but are not directly tied to short-term fluctuations; however, long-term warming may alter surge frequency by enhancing surface melt and basal . via velocity fields from ITS_LIVE and backscatter has enabled global inventories since 2000, revealing ~300 surges worldwide by 2024, testing hypotheses like thermal-hydraulic coupling against frictional models.

Tidal surge

A tidal surge refers to the abnormal rise in generated by meteorological forcing, such as strong winds and low from storms, superimposed on the predicted astronomical . This phenomenon excludes wave action and is measured as the deviation from normal tidal levels, typically expressed in meters above mean . The term "tidal surge" is frequently used interchangeably with "," particularly in regions like the , though oceanographers distinguish the surge as the non-tidal residual component driven by atmospheric conditions rather than lunar or solar gravitational forces. The physics of tidal surges arise from wind stress on the sea surface, which induces a setup of toward the through sustained onshore flow, often amplified by in the presence of Coriolis effects. Low pressure contributes via the inverse barometer response, whereby a 1 hectopascal decrease in elevates by approximately 1 centimeter, as the surface adjusts to equilibrate with reduced overlying air weight. Coastal geometry, including shallow and funnel-shaped bays, further concentrates the surge, while the timing relative to high can exacerbate total levels into what is termed storm tide. Storm track, intensity, and forward speed modulate surge height; slower-moving systems allow greater accumulation. Tidal surges pose significant risks through inundation of low-lying coastal areas, leading to erosion, saltwater intrusion, and structural failures. Mitigation relies on accurate forecasting using hydrodynamic models that integrate wind fields, pressure data, and tidal predictions, such as those employed by national meteorological services. Historical events illustrate their destructiveness; for instance, the 1953 North Sea surge, driven by an extratropical cyclone, produced peaks exceeding 3 meters in eastern England and up to 5.6 meters in the Netherlands, flooding over 1,300 square kilometers and causing more than 2,500 fatalities across affected nations due to breached dikes and overwhelmed defenses. More recently, the December 2013 North Sea tidal surge reached 2.8 meters at Immingham, UK, prompting evacuations and temporary closures of coastal infrastructure, though modern barriers like the Thames Barrier prevented repeats of 1953-scale flooding in London.

Engineering and technology

Power surge

A power surge is a transient increase in electrical voltage that exceeds the normal operating level of a power system, typically defined as surpassing 169 volts in standard 120-volt residential circuits in . These events last from three nanoseconds to several milliseconds, distinguishing them from shorter voltage spikes, which endure less than three nanoseconds but may reach higher peaks. Surges can originate internally within a building or externally from the , with magnitudes ranging from minor excesses of a few volts to thousands of volts in severe cases, such as those induced by . Common causes include the sudden interruption and restoration of power flow, which forces abrupt voltage spikes as rushes back into the system. Internal surges often result from the startup or shutdown of high-power appliances like air conditioners or refrigerators, creating inductive loads that briefly draw excessive current and elevate voltage elsewhere in the circuit. External triggers encompass strikes, which can induce voltages up to millions of volts through electromagnetic , as well as utility-side events like grid faults, tree contact with lines, or switching operations at substations. Faulty wiring or overloaded circuits exacerbate vulnerability by reducing system impedance, allowing surges to propagate more readily. The effects of power surges primarily involve stress on sensitive electronic components, leading to immediate failure, gradual , or accelerated in semiconductors, capacitors, and transformers. In residential settings, internal surges from load switching rarely exceed 2,500 volts but can still damage appliances like computers and televisions by exceeding their rated tolerances. Severe external surges, such as those from , pose risks of breakdown, arcing, and even fires if not mitigated, with documented cases linking them to equipment burnout and . Unlike sustained overvoltages, surges are brief but repetitive exposure over time contributes to cumulative damage, particularly in modern devices with microprocessors operating near voltage limits.

Surge protector

A , also known as a surge protective (SPD), limits transient voltages by diverting or clamping surge currents away from connected electrical , thereby mitigating damage from voltage spikes that exceed normal operating levels. These spikes, often caused by strikes, utility switching, or appliance cycling, can reach thousands of volts in microseconds, far surpassing standard household voltages of 120 or 240 volts. Point-of-use surge protectors, such as power strips, safeguard individual devices, while whole-house units install at the electrical panel to protect entire systems. The primary mechanism in most consumer surge protectors involves metal oxide varistors (s), semiconductor devices composed of zinc oxide particles that exhibit high impedance under normal voltage conditions—typically above 100 megaohms—but transition to low impedance, around 10-20 ohms, when voltage exceeds a , such as the maximum continuous operating voltage (MCOV). During a surge, the MOV shunts excess current to , converting surge energy into heat and clamping output voltage to a safe level, often 330-400 volts for 120-volt systems. Other components, like gas discharge tubes for higher-energy events or diodes for faster response, may supplement MOVs in advanced designs, but MOVs dominate due to their cost-effectiveness and response. Underwriters Laboratories Standard UL 1449 establishes safety and performance criteria for SPDs, requiring tests for short-circuit current ratings, nominal discharge current (typically 5-20 kA for Type 2 devices), and mode of (e.g., line-to-neutral, line-to-ground). metrics include joule rating, measuring absorbed (e.g., 600-2000 joules for consumer units), and clamping voltage, the let-through voltage during a surge; lower values indicate better . Compliance ensures devices withstand repeated surges without fire or explosion risks, with Type 1 SPDs for service entrances handling up to 50 kA and Type 3 for outlets up to 6 kV waveforms. Empirical tests demonstrate surge protectors' effectiveness in suppressing conduction disturbances from electromagnetic pulses or lightning-induced transients, with one study showing Class III devices deflecting 75% of injected currents at appliance inputs. Another analysis found typical SPDs reduce voltage residuals to below equipment tolerance in simulated lightning scenarios, though performance degrades after cumulative energy absorption. A survey of facility owners reported 79% estimated significant reductions in downtime and failures post-installation. However, effectiveness varies; MOV-based units handle repetitive small surges (e.g., from motors) better than isolated large events, and real-world data indicate they prevent damage in most residential cases but fail against direct lightning strikes exceeding their ratings. Limitations include finite lifespan, as MOVs sacrificially degrade—resistance increases after each event, eventually failing open or shorted—necessitating replacement indicators or periodic testing. They do not address under voltages, brownouts, or sustained overvoltages, only transients under 10 milliseconds, and residual clamping voltage allows some excess (e.g., 400 V on a 120 V line) to reach devices, potentially harming sensitive electronics like computers. Overloading with high-current appliances can bypass protection or cause overheating, and daisy-chaining multiple strips diminishes efficacy. Modern MOV technology traces to 1967 discoveries at Matsushita Electric, enabling compact, reliable units, though early 20th-century predecessors like oxide arresters laid groundwork for surge mitigation.

Surge pricing

Surge pricing, a subset of , involves temporarily elevating prices for services or goods when outstrips supply in , thereby signaling to attract additional providers and ration limited capacity to highest-value users. This mechanism operates on the economic that higher prices incentivize supply —such as drivers entering high-demand zones—and excess , preventing inefficiencies like prolonged queues or idle resources. Empirical data from ride-hailing platforms demonstrate that surge pricing correlates with shorter average wait times and more completed transactions compared to fixed , as it dynamically clears markets. The practice predates modern apps in sectors like airlines, where adjusts fares based on booking patterns, but it proliferated with Uber's launch of its in , initially tested during high-demand events to balance driver availability. Uber's system divides cities into hexagonal zones and applies multipliers (e.g., 1.5x fares) when requests exceed drivers by a , with historical peaks reaching 9.9x during a 2014 Sydney blizzard and up to 50x in isolated surges. Similar models appear in competitors like and delivery services such as , where surges during peak hours or weather events can double or triple base rates. Econometric studies affirm surge pricing's causal role in enhancing welfare: analysis of Uber transactions from 2015 showed it boosted driver logins by 0.2-0.4% per 1% fare increase, yielding net surplus gains of 0.5-1% through faster and more rides overall, even after higher costs to some users. A 2023 model incorporating found uniform pricing reduces matches by 10-20% in peak periods relative to surges, as it fails to relocate supply efficiently; diminishes because prices reflect true marginal costs including opportunity expenses. These effects stem from basic supply-demand dynamics, where fixed prices during imbalances allocate via non-price (e.g., first-come lines), often worsening total utility. Critics, including consumer advocates and some regulators, decry surges as gouging, citing examples like 5-10x fare hikes during 2016 or post-hurricane evacuations, arguing they exploit inelastic and exacerbate by favoring wealthier users. Such views, echoed in legislative scrutiny like 2024 U.S. inquiries into algorithmic opacity, often overlook that absent surges, unserved persists longer, with studies showing fixed-price alternatives increase system-wide wait times by 30-50% without proportional supply gains. Claims of antitrust violations, as in arguments likening surges to coordinated fixing, lack empirical support in competitive markets, where platforms independently compute based on data; instead, surges promote entry by compensating variable labor costs in gig economies. Recent extensions to robotaxis underscore ongoing tensions, as fixed fleets amplify surge reliance without human supply elasticity.

Military and strategy

Troop surge

A troop surge denotes a tactic involving the temporary augmentation of forces in a area to overwhelm adversaries, secure populations, and foster conditions for and , often paired with doctrinal shifts toward rather than solely kinetic operations. This approach prioritizes living among locals, partnering with indigenous forces, and executing "clear-hold-build" operations to disrupt insurgent networks while minimizing harm. The strategy's modern U.S. application emerged prominently in Iraq, where President announced the "New Way Forward" on January 10, 2007, authorizing the deployment of approximately 20,000 additional troops—primarily five Army brigades and Marine reinforcements—under General David H. Petraeus, who assumed command of Multinational Force-Iraq on January 26, 2007. The effort targeted and surrounding areas, emphasizing joint U.S.-Iraqi patrols, market and neighborhood outposts, and support for the Anbar Awakening, a tribal revolt against that aligned Sunni leaders with forces starting in 2006. metrics improved markedly: weekly incidents fell from a peak of 960 in December 2006 to lower levels by mid-2007, U.S. fatalities dropped from 904 in 2007 to 314 in 2008, and 's operational capacity was severely degraded, with militia groups like Jaysh ceasing major hostilities. A parallel surge occurred in , ordered by President on December 1, 2009, with 30,000 extra troops (plus about 3,000 more at the discretion of Defense Secretary ) to bolster operations in Taliban strongholds like Helmand and provinces. The strategy sought to halt insurgent momentum, train to over 100,000 personnel, and transition security responsibilities, with U.S. troop levels peaking near 100,000 by mid-2010; drawdown began in July 2011, ending the by December 2014. Short-term gains included disrupting operations and reducing U.S. fatalities from 499 in 2010 to 310 in 2012, but persistent challenges—such as Afghan government corruption, inadequate local partnerships akin to Iraq's Awakening, and sanctuaries in —limited enduring stability, contributing to territorial losses post-2021 withdrawal. Evaluations of troop surges highlight their tactical in casualty reduction when synchronized with local alliances and doctrinal , as in where violence reverted to early-2004 levels, but underscore limitations in achieving strategic political reconciliation without host-nation buy-in. In , the absence of comparable Sunni Awakening dynamics and emphasis on a fixed constrained outcomes, with analysts noting that surges provide windows for progress but cannot substitute for viable governance. Proponents credit the model with salvaging the mission through a "surge of ideas" beyond mere numbers, while skeptics, including some assessments, attribute partial successes to coincidental factors like sectarian fatigue rather than surge tactics alone, though empirical data on incident declines supports the combined approach's role.

Iraq War surge

The Iraq War surge, initiated in early 2007, involved the deployment of approximately 20,000 to 30,000 additional U.S. troops to , coupled with a doctrinal shift toward population-centric tactics emphasizing clear, hold, and build operations in key areas like and Anbar Province. President announced the strategy on January 10, 2007, as a response to escalating and insurgent attacks that had peaked in , with Iraqi civilian fatalities averaging over 1,500 per month by August of that year. General assumed command of on February 10, 2007, implementing the plan by prioritizing the protection of civilian populations over solely targeting insurgents, which required U.S. forces to live among Iraqis in joint security stations and outposts. The surge's tactical focus included five additional U.S. brigades to for a security crackdown starting in February , alongside reinforcements to Anbar to support emerging Sunni tribal alliances against , known as the Anbar Awakening, which had begun in late 2006 but gained momentum with U.S. backing. U.S. military fatalities reached a monthly peak of 126 in May amid initial operations but declined to 23 by December, while overall U.S. deaths for the year totaled 899, the highest annual figure of the war. Iraqi civilian casualties, which had risen through 2006, fell by approximately 45% in the latter half of as surge brigades deployed, with metrics like ethno-sectarian deaths dropping from over 1,000 monthly in early to under 300 by year's end, corroborated across multiple independent datasets including coalition reports and media tallies. Insurgent attacks on coalition forces similarly decreased, from averages exceeding 600 per week in mid- to around 100 by December. Empirical analyses attribute the violence reduction primarily to the surge's combined effects: increased troop density enabling sustained presence in contested areas, strategic partnerships with Sunni tribes that fragmented al-Qaeda's networks, and a unilateral by Shia leader in August 2007, which curtailed intra-Shia and sectarian bombings. Without the surge's reinforcements and doctrinal emphasis on securing populations, the Anbar Awakening risked being overrun by , and likely would have remained elevated rather than declining sharply post-June 2007, when most surge units arrived. Critics, including some academic assessments, argue the troop increase alone was insufficient and that local and tribal shifts—preceding full surge deployment—drove much of the drop, though data show insurgent-initiated lagged behind operational tempo, indicating causal reinforcement from U.S. actions. By mid-2008, had stabilized central sufficiently to enable provincial elections and a U.S.- Status of Forces Agreement, though U.S. troop drawdowns began in July 2008, with full surge reversal by 2010. Violence metrics, such as civilian fatalities, remained below 2006 peaks through 2009 but resurged after the 2011 U.S. withdrawal, underscoring the surge's temporary role in creating breathing room for , which struggled with sectarian divisions and incomplete transitions. Assessments from military sources emphasize the strategy's success in reversing 's near-collapse into full , while noting limitations in fostering enduring Iraqi amid persistent and militia influences.

Beverages and consumer products

Surge (soft drink)

Surge is a citrus-flavored introduced by as a competitor to PepsiCo's . Launched nationally in the United States in early 1997, its debut commercial aired during on January 26, 1997. The beverage featured a bright green color, lemon-lime taste, and elevated content of 51 mg per 12-ounce serving, alongside 56 grams of —levels that positioned it as an "extreme" soda but actually lower in caffeine than Mountain Dew. Marketed aggressively to teenage boys and thrill-seekers through extreme sports imagery and viral stunts, Surge achieved high initial awareness, with 97% of teens in launch markets recognizing the brand and 95% having tried it. The product's development originated in as in , adapted for the U.S. market to challenge Mountain Dew's dominance in the citrus soda category, which comprised about 11% of U.S. carbonated beverage sales volume at the time. backed the rollout with a $50 million emphasizing adrenaline-fueled activities, predating widespread but leveraging buzz. Initial distribution reached 60% of U.S. markets, expanding to 90% by early 1998, though long-term sales failed to sustain momentum amid intensifying competition from established rivals and shifting consumer preferences toward lower-calorie options. Production ceased in most markets in 2003, attributed to declining sales, failure to meet revenue targets, and 's strategic portfolio streamlining rather than health concerns or unsubstantiated rumors of adverse effects. A dedicated fan campaign, the "SURGE Movement," emerged on in the early , amassing over 150,000 supporters petitioning for revival. This pressure prompted to reintroduce Surge on September 15, 2014, initially via online sales and select outlets, with a reformulated version featuring increased at 69 mg per serving to align with modern trends while retaining the core citrus profile. Subsequent limited releases and a shift toward variants in 2017 reflected ongoing nostalgia-driven demand but limited mainstream availability.

Computing and software

Surge synthesizer

Surge XT is a free, open-source hybrid plugin for digital audio workstations, supporting formats such as VST3, , CLAP, and across Windows, macOS, and platforms. Originally developed as a commercial product by Claes Johanson under Vember Audio, it combines subtractive synthesis with wavetable, , and additive techniques, featuring three oscillators per scene, dual filters, and a flexible engine. The software includes over 2,800 factory patches and more than 700 wavetables, enabling extensive sound design capabilities. The originated in the mid-2000s as Surge from Vember Audio, a commercial emphasizing versatile for production. In September 2018, Claes Johanson released its into the , transitioning it to open-source maintenance by a volunteer community known as the Surge Synth Team. This shift allowed ongoing enhancements, culminating in the Surge XT variant, with the latest stable release being version 1.3.4 as of 2023, incorporating modern features like Polyphonic Expression (MPE) and microtuning support via files or MTS-ESP. Community contributions occur via repositories, with active development tracked through changelogs and discussions. At its core, Surge XT employs a dual-scene , where each comprises two independent scenes—each with three oscillators, two units, and eight slots—allowing layered or split sounds without additional instances. Oscillators support 12 algorithms, including classic waveforms (sine, saw, square), modern wavetable scanning, FM variants (FM2, FM3), string modeling, and alias-free options, with , detuning, and sub-oscillator integration for thickened tones. Filters offer eight routing configurations (e.g., , , ) and multiple models, such as 12/24 dB/oct ladders, filters for physical modeling, and nonlinear biquads for warp , enabling precise tonal shaping. Modulation is handled by a matrix connecting over 200 sources—including six per-voice and six per-scene LFOs, multi-stage envelopes (MSEG), step sequencers, and macros—to destinations like oscillator pitch, filter cutoff, and effect parameters, supporting complex, evolving patches. The effects chain includes 27 algorithms, such as distortion, chorus, reverb, EQ, and vocoder, arranged in a drag-and-drop order with per-band processing options. Additional capabilities encompass wavetable import, Open Sound Control (OSC) integration, and hardware acceleration on compatible systems, positioning Surge XT as a robust tool for electronic music production rivaling proprietary alternatives.

Surge.sh

Surge.sh is a (CLI) tool and cloud platform designed for deploying static websites and client-side web applications, targeting front-end developers. It enables publishing of , CSS, and files to a production-quality (CDN) via a single command, emphasizing simplicity and speed without requiring complex server configurations. The platform supports integration with build tools such as , Gulp, and scripts, facilitating seamless deployment from local directories. The project emerged around 2016 and was partially developed through the WebFWD program, reflecting a commitment to accessible web technologies and open platforms. Its co-founders, who also co-created PhoneGap/, prioritized a model of "providing more value than captured" by offering unlimited free deployments with custom domains to lower barriers for developers and open-source projects. The Surge CLI is open-sourced on , allowing community contributions and transparency in its core functionality. Key features include one-command deployment by running surge in a directory after installing via (requiring ), automatic generation of a .surge.sh , and custom domain support through CNAME records. collaboration occurs directly via CLI, and sites are hosted indefinitely without limits on the tier. The professional plan, priced at $30 per month, adds server-side capabilities such as custom certificates, basic , redirects, and password protection per site. Surge maintains a core offering indefinitely, with premium upgrades funding enhancements like improved HTML5 application support.

Entertainment and media

The Surge (video game)

The Surge is an action role-playing developed by Interactive and published by Focus Home Interactive. Released on May 16, 2017, for Microsoft Windows, , and , it features souls-like gameplay in a sci-fi dystopian setting where players control a protagonist equipped with a suit. The game emphasizes melee , limb-targeting for dismembering enemies to acquire upgrade components, and of industrial facilities overrun by hostile machines and augmented humans. In the game's narrative, set on a amid resource scarcity and corporate overreach, the —a named Warren—commutes to the CREO Corporation's sprawling complex for a life-saving exosuit implant intended for off-world relocation. A catastrophic event, involving a nanite surge that corrupts technology and personnel, transforms the facility into a warzone; the awakens amnesiac and mutated, piecing together the behind CREO's experiments while battling security drones, rogue employees, and massive bosses. The story unfolds through environmental storytelling, audio logs, and sparse dialogues, prioritizing atmospheric tension over deep character development. Gameplay centers on third-person combat where players wield scrap-metal weapons integrated into the exosuit, directing attacks to specific enemy body parts—such as for melee gear or legs for stability implants—to yield targeted loot upon finishing moves. Energy management powers both attacks and a rechargeable stamina system, with death resulting in partial scrap loss recoverable from corpse-runs, akin to souls-like risk-reward loops. Progression involves crafting modular armor sets from salvaged parts, implanting for stat boosts like or damage, and navigating interconnected levels with shortcuts, elevators, and hidden terminals for lore. The campaign spans 30 to 40 hours, including optional boss arenas and a mode that retains gear while escalating difficulty. Weapons fall into categories like single-rigged tools for precision strikes or heavy twin setups for , with directional blocking and parrying adding defensive depth. Deck13 drew inspiration from their prior title Lords of the Fallen (2014), refining combat responsiveness and introducing the limb-severing system to differentiate from fantasy souls-likes by emphasizing cybernetic augmentation in a gritty, near-future industrial aesthetic. Focus Home Interactive marketed it as a "sci-fi souls-like," with pre-release demos highlighting boss fights against towering mechs. The game launched without microtransactions, focusing on single-player content, though two expansions—A Weapon's Story (2017) and The Good, the Bad, and the Augmented (2018)—added new gear, levels, and co-op elements via summonable phantoms. Reception was generally positive for its innovative dismemberment loot system and visceral combat satisfaction, with awarding 7.9/10 for engaging boss encounters and detailed world-building despite clunky navigation in tight corridors. praised the eerie corporate atmosphere but critiqued underdeveloped plotting and repetitive enemy designs. Aggregate scores hovered around 72/100 on for consoles, reflecting praise for mechanical ambition tempered by technical hitches like frame-rate dips on base hardware and uneven level pacing. Sales figures were not publicly detailed, but it spawned a sequel, (2019), which expanded open-world elements and weapon variety while addressing original criticisms.

Surge (2020 film)

Surge is a 2020 film directed by Aneil Karia in his feature directorial debut. The screenplay was written by Karia, Rupert Jones, and Rita Kalnejais. It stars as , an officer who, amid mounting personal and professional frustrations, embarks on a day-long spree through after robbing a . The film explores themes of alienation, mental breakdown, and impulsive rebellion against bureaucratic monotony. The story unfolds over 24 hours, beginning with Joseph's routine drudgery at a airport where he screens passengers amid indifferent colleagues and escalating tensions, including a with an elderly . A minor incident triggers his unraveling, leading to the and subsequent encounters with opportunistic figures, including a market trader and a woman at a club, amplifying his descent into chaos. Filmed in real locations like Tottenham Hale station, the narrative emphasizes claustrophobic realism and Whishaw's visceral physical performance, capturing Joseph's transformation from repressed everyman to unleashed id. Supporting cast includes as Joseph's friend Paul, as Lily, and Bogdan Kominowski in a key confrontational role. Produced by Bart Yates and Sophie Vickers under Rosehill Media and British Film Makers, with financing from the , the film premiered at the on January 26, 2020, in the Dramatic section. It received a limited U.S. theatrical release on September 24, 2021, followed by streaming availability. Critically, Surge earned praise for its tense pacing and Whishaw's "pressure-cooker" portrayal of psychological , with reviewers noting the film's atmospheric depiction of urban and raw energy. On , it holds a 79% approval rating from 56 critics, averaging 7/10, with consensus highlighting its "ferocious showcase" for the lead actor. awarded three out of four stars, commending Karia's promising direction and the movie's nervy intensity despite occasional narrative contrivances. The Hollywood Reporter described it as a "disturbing" study of , though critiquing some plot conveniences. Audience reception on averages 6.1/10 from over 4,000 ratings, reflecting divided views on its unrelenting bleakness.

Surge (Marvel Comics character)

Surge is the codename of Noriko Ashida, a fictional character in known for her ability to absorb ambient , which she channels into speed and energy blasts. She requires specialized gauntlets, designed by and later refined by , to regulate her involuntary absorption and prevent overload. Created by writers Nunzio DeFilippis and Christina Weir, with artist Keron Grant, Surge first appeared in New Mutants vol. 2 #8 (February 2004). Born in Tokyo, Japan, Ashida manifested her powers at age 13, prompting her to flee to the after her father rejected her mutant nature, viewing it as demonic. She survived on the streets near Salem Center, New York, resorting to theft and drugs to manage her uncontrolled abilities, before seeking refuge at the Xavier Institute, where she initially faced rejection but eventually enrolled as a . Ashida adopted the name Surge upon joining the training squad under , later transferring to Emma Frost's Hellions team. Following the "M-Day" event in (2005), where most mutants lost their powers, Surge retained hers and co-led the remaining students as the New alongside , demonstrating leadership during crises like the and battles against and the Purifiers. She participated in subsequent relocations to San Francisco's and later , contributing to teams including the and Forge's , while navigating personal conflicts such as family estrangement and romantic ties. Surge's arc emphasizes resilience, evolving from a struggling with and power instability to a strategic X-Man operative.

Organizations and brands

Surge AI

Surge AI is an American company specializing in data and labeling for model training, with a focus on (RLHF), supervised (SFT), and high-skill human evaluations. Founded in 2020 by Edwin Chen, a former AI and leader at , , , and with a background from , the company is headquartered in , . Chen established Surge AI to address shortcomings in crowdsourced , emphasizing expert-driven over low-skill alternatives. The firm operates without external venture funding, to reported annual revenues exceeding $1 billion by 2025 through efficient scaling to around 120 employees. The company's platform supports complex RL environments, rubrics, and verifiers to evaluate and reward behaviors, distinguishing nuanced performance in tasks like reasoning and . Services include generating preference for RLHF to capture subtle judgments, SFT demonstrations for skills such as and , and gold-standard assessments for model accuracy, usefulness, and safety. Surge AI engages domain experts—including doctors, lawyers, and mathematicians—across and fields, while extending capabilities to (text, images, audio, video) and over 70 languages with cultural adaptations. Its adversarial training and tools aid in aligning models to societal values and mitigating risks like inverse scaling phenomena in large language models. Surge AI serves major AI developers, including , , , , and , providing data for training large language models and assistants. Research contributions include papers on scaling instruction-finetuned models, training verifiers for math problems using datasets like GSM8K, and benchmarks such as for general AI evaluation. Case studies highlight collaborations, such as assisting in LLM assistant development, underscoring the firm's role in advancing safe, capable through human intelligence integration. By 2025, founder Edwin Chen's success with Surge AI positioned him among AI industry billionaires, reflecting the company's rapid growth amid demand for high-quality training data.

Surge Institute

The Surge Institute is a national 501(c)(3) established in 2014 by Carmita Semaan to develop and elevate leaders of color in urban , with a focus on addressing issues of race and class through leadership advancement. The organization prioritizes emerging talent identified by racial criteria, such as African-American, Latinx, Asian American, or backgrounds, aiming to increase representation in decision-making roles. Its core mission is to educate and empower these leaders to drive transformative change for young people, families, and communities, particularly in under-resourced urban settings. The Surge Fellowship, launched in April 2015 in Chicago, serves as the flagship program: a 10-month, cohort-based initiative that trains participants in executive skills including finance, strategic planning, change management, and adaptive leadership, alongside discussions on personal identity and systemic challenges. Fellows, typically requiring a bachelor's degree and at least six years of professional experience in education or related fields, engage in monthly full-day sessions emphasizing relationship management, problem-solving, and networking within a community of peers. The program has produced hundreds of alumni who have advanced to roles influencing educational policy and practice, with cohorts operating in cities including Chicago, Oakland, Washington D.C., Philadelphia, and Detroit as of 2025. Additional initiatives include the Surge Angels program, which in July 2024 awarded $100,000 to three ventures founded by leaders of color to support entrepreneurial efforts in the sector. The organization claims its network has collectively impacted millions of students through alumni-led transformations in school districts and community programs, though independent verification of aggregate outcomes remains limited to self-reported data. Surge receives funding from foundations such as the and operates with a on in pipelines, selecting participants explicitly to perceived underrepresentation of non-white leaders in .

References

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    History Of Surge Soda
    May 15, 2023 · In 1996, Coca-Cola launched Surge as a Mountain Dew competitor. The citrus drink sparked a devoted following that transformed it from a beverage into a ...
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    About - SURGE Movement
    SURGE is a soda brand released in early 1997 by The Coca-Cola Company with its first commercial airing during Super Bowl XXXI. Being heavily marketed upon ...
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